relationships of mbti types and hbdi preferences in a
TRANSCRIPT
Western Michigan University Western Michigan University
ScholarWorks at WMU ScholarWorks at WMU
Dissertations Graduate College
6-1989
Relationships of MBTI Types and HBDI Preferences in a Relationships of MBTI Types and HBDI Preferences in a
Population of Student Program Managers Population of Student Program Managers
Ruth Elizabeth DeWald Western Michigan University
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Recommended Citation Recommended Citation DeWald, Ruth Elizabeth, "Relationships of MBTI Types and HBDI Preferences in a Population of Student Program Managers" (1989). Dissertations. 2125. https://scholarworks.wmich.edu/dissertations/2125
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RELATIONSHIPS OF MBTI TYPES AND HBDI PREFERENCES IN A POPULATION OF
STUDENT PROGRAM MANAGERS
by
Ruth E l i z a b e th DeWald
A D i s s e r t a t i o n Subm itted t o the
F a c u l ty o f The G raduate C o llege in p a r t i a l f u l f i l l m e n t o f th e
r e q u i re m e n ts f o r the Degree o f D octor o f E duca tion
Department o f E d u c a t io n a l L e a d ersh ip
W estern M ichigan U n iv e r s i ty Kalamazoo, M ichigan
June 1989
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
RELATIONSHIPS OF MBTI TYPES AND HBDI PREFERENCES IN A POPULATION OF
STUDENT PROGRAM MANAGERS
Ruth Elizabeth DeWald, Ed.D.
W estern M ichigan U n iv e r s i ty , 1989
The purpose o f t h i s s tu d y was t o e x p lo re r e l a t i o n s h i p s be tw een
two r e c o g n iz e d p e r s o n a l i t y a s se s s m e n t in s t r u m e n ts , the M yers-B riggs
Type I n d i c a t o r (MBTI) and th e H e r rm a n n B r a in D om inance I n s t r u m e n t
(HBDI), b o t h d e v e lo p e d f o r n o r m a l , h e a l t h y a d u l t s . The e x t e n t and
d i r e c t i o n o f t h e MBTI-HBDI r e l a t i o n s h i p s w e re d e t e r m i n e d t h r o u g h
a n a ly s e s o f d a ta from a d m i n i s t r a t i o n o f bo th in s t r u m e n ts to th e same
p o p u la t io n , 800 s tu d e n t program m anagers a t t e n d in g the Defense Sys
tem s Management C o llege (DSMC), F o r t B e lv o i r , V i r g in i a , d u r in g 1986-
1987.
The r e s e a r c h h y p o th e s i s , fo rm u la te d from p s y c h o lo g ic a l th e o ry ,
b r a i n dominance r e s e a r c h , and e m p i r i c a l l i t e r a t u r e s o u r c e s , p o s t u
l a t e d s p e c i f i c r e l a t i o n s h i p s among th e 16 MBTI ty p es and HBDI quad
r a n t s . In a d d i t io n , s i x r e s e a r c h q u e s t io n s ad d re s se d th e s i m i l a r i t y
o f th e s tu d y p o p u la t io n to o t h e r m a n a g e r ia l p o p u la t io n s and i n v e s t i
g a t e d t h e r e l a t i o n s h i p o f t h e MBTI and HBDI t o d e m o g r a p h ic c a t e g o
r i e s : sex o f p a r t i c i p a n t s , b ranch o f governm en ta l s e r v i c e , m i l i t a r y
o r c i v i l i a n s t a t u s , and management rank.
A ll ex p ec ted r e l a t i o n s h i p s o f th e r e s e a r c h h y p o th e s i s were sub
s t a n t i a t e d . The m a j o r i t y o f th e s tu d y p o p u la t io n were MBTI s e n s in g ,
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t h i n k i n g - j u d g e r s , who were no t o n ly double dom inant in HBDI Q uadran ts
A and B, b u t m a n i f e s te d "superdom inance" (HBDI s c o re s > 100) in t h e s e
q u a d ra n ts . The r e l a t i v e l y few MBTI f e e l i n g i n d i v i d u a l s d e m o n s t ra te d
dominance i n HBDI Q uadrant C. MBTI i n t u i t i v e s and p e r c e p t i v e s were
a l i g n e d w i th HBDI Q uadrant D and were AD doub le dom inan t.
An u n a n t i c i p a t e d f i n d i n g was t h e e x i s t e n c e o f a s i g n i f i c a n t
r e l a t i o n s h i p be tw een th e MBTI e x t r a v e r s i o n - i n t r o v e r s i o n d im en s io n and
th e i n t e r p e r s o n a l HBDI Quadrant C. High r e p r e s e n t a t i o n o f th e m ost
p r e v a l e n t MBTI ty p e , ISTJ, and th e p redom inan t t h in k i n g - j u d g e r func
t i o n a l g r o u p c o n f i r m e d e x p e c t e d s i m i l a r i t y w i t h o t h e r m a n a g e r i a l
p o p u la t io n s . Fem ales d e m o n s t ra te d much g r e a t e r thaii ex p ec ted s i m i
l a r i t y to m ales w i th r e g a r d to MBTI ty p e and HBDI q u a d ra n t r e p r e s e n
t a t i o n , a f i n d i n g a t t r i b u t e d t o t h e n o n s t e r e o t y p i c a l n a t u r e o f t h e
fem a le s tu d e n t m anagers . No d i f f e r e n c e s in th e MBTI and HBDI d i s t r i
b u t i o n s w e re fo u n d among t h e b r a n c h e s o f t h e a rm e d s e r v i c e s n o r
b e tw e e n m i l i t a r y and c i v i l i a n p a r t i c i p a n t s , a l t h o u g h h i g h - r a n k e d
c i v i l i a n MBTI i n t u i t i v e s t e n d e d to w a rd HBDI Q uadrant D r e p r e s e n t a
t i o n .
The f i n d i n g s e s s e n t i a l l y c o n f i r m e d t h o s e f ro m o t h e r s t u d i e s
r e g a r d i n g t h e r e l a t i o n s h i p s b e tw e e n t h e MBTI and t h e HBDI, t h u s
p r o v i d i n g s u p p o r t f o r t h e t h e o r e t i c a l fo u n d a t io n s f o r bo th i n s t r u
ments .
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O rder N u m b er 8921867
Relationships o f M BT I types and H BD I preferences in a population o f student program managers
DeWald, Ruth Elizabeth, Ed.D.
Western Michigan University, 1989
Copyright © 1989 by DeW ald, R uth E lizabeth. A ll rights reserved.
300 N. Zeeb Rd.Ann Arbor, MI 48106
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Reproduced with permission of the copyright owner. Further reproduction prohibited without permission.
C opyrigh t by Ruth E l i z a b e th DeWald
1989
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DEDICATION
Behind th e sc e n e s , b u t e q u a l ly s u p p o r t iv e o f t h i s endeavor , have
been loved ones who have sh a re d my t r i a l s and t r i b u l a t i o n s and k e p t
t h e f a r m and b u s i n e s s o p e r a t i o n s r u n n i n g s m o o th ly so t h a t I c o u ld
d e v o t e my t i m e t o c o m p l e t e t h i s s t u d y . W ith p r o f o u n d g r a t i t u d e I
w ish to d e d ic a t e my d i s s e r t a t i o n to my e x ten d ed fa m ily :
Mrs. E l i z a b e th Reid S e a r l e , my 93 y e a r o ld m other ;
D au g h te r , Sue Cook, and th e Ronald Lee Cook, J r . , f a m i ly ;
The Ronald Cook, S e n io r , f a m i ly ;
D augh te r , Diana B e c k e t t , and th e S ta n to n B e c k e tt f a m ily ;
My s i s t e r , G lo r i a S e a r l e P u r e r , and th e F r e d e r i c k F u re r fam ily ,
My h u s b a n d 's b r o t h e r , George F. DeWald;
and Dr. John E. DeWald, my d e v o te d , p a t i e n t husband.
Ruth E l i z a b e th DeWald
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ACKNOWLEDGMENTS
A d o c to r a l d i s s e r t a t i o n i s n o t th e p ro d u c t o f o n ly one p e rs o n 's
e f f o r t s . Many peop le c o n t r i b u t e to th e ach ievem en t o f th e a u th o r 's
g o a l . While i t would be f i t t i n g and p ro p e r to r e c o g n iz e a l l o f th e s e
p e o p le , i t i s p r a c t i c a l l y im p o s s ib le to do so. A r e p r e s e n t a t i v e few
have been s e l e c t e d i n to k en o f my deep a p p r e c i a t i o n to a i l f u r t h e i r
g u id an c e , encouragem ent, and s u p p o r t .
Dr. Edgar A. K e l le y , D i s s e r t a t i o n Committee C h a ir , and Committee
Member Dr. Kenneth D ic k ie , o f th e D epartm ent o f E d u c a t io n a l L eader
s h ip , W estern M ichigan U n iv e r s i ty , and Committee Member Dr. H erbe rt
H. Dobbs, r e g i s t e r e d p r o f e s s i o n a l e n g in e e r , r e c o g n ize d th e v a lu e o f
t h i s s tu d y and c o n t r i b u t e d t h e i r e x p e r t i s e tow ard i t s c o m p le t io n . My
g r a t i t u d e i s ex tended to my i n t e r i m cha irm en , Dr. Carol S h e f f e r and
Dr. R i c h a r d M u n s te rm a n , f o r m e r l y o f t h e E d u c a t i o n a l L e a d e r s h i p
D epartm ent, f o r t h e i r p a t i e n t p r e p a r a to r y work; to Dr. Lana J. Ford,
o f th e WMU O c cupa tiona l Therapy D epar tm en t, f o r s h a r in g h e r e x te n s iv e
k n o w le d g e o f t h e MBTI and t h e HBDI a s a q u a l i f i e d a d m i n i s t r a t o r o f
b o t h i n s t r u m e n t s ; and t o Dr. J e r r y H a m e l in k , o f t h e WMU M e c h a n ic a l
E n g i n e e r i n g D e p a r tm e n t , f o r h i s h e l p i n th e u s e o f t h e HBDI w i t h
e n g in e e r in g p e rs o n n e l . Mrs. Siham F a res o f The G raduate C o llege gave
p r a c t i c a l gu idance i n t o th e i n t r i c a c i e s o f t h e d i s s e r t a t i o n f o r m a t
r e q u i r e m e n ts d u r in g r e g u l a r l y sc hedu led se m in a rs .
Access to th e d a ta from th e Defense Systems^ Management C o llege
(DSMC) was a u th o r iz e d on December 3, 1986, by Navy C ap ta in George K.
i i
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C oyne , J r . , Dean o f t h e D e p a r tm e n t o f R e s e a r c h and I n f o r m a t i o n , i n
r e s p o n s e t o a s u g g e s t i o n by A i r F o r c e B r i g a d i e r G e n e r a l C h a r l e s P.
C a b e l l , J r . , Com m andant o f t h e DSMC d u r i n g 1 9 8 6 -1 9 8 8 . A i r F o r c e
o f f i c e r s , L t . C o lo n e l J o s e p h L aM arca and C a p t a i n J o h n W ard, j o i n e d
w i th Dr. G erry Weichmann to r e v ie w a l l d a ta p r i o r to r e l e a s e in o rd e r
t o g u a r a n t e e p a r t i c i p a n t a n o n y m i ty . The o p p o r t u n i t y t o u s e s u c h a
l a r g e number (800) o f p a r t i c i p a n t s in c r e a s e d the l i k e l i h o o d o f suc
c e s s im m easurab ly .
P r o f o u n d a d m i r a t i o n and a p p r e c i a t i o n i s due r e t i r e d A i r F o r c e
L t . C o lo n e l G eorge J . E l l i s , J r . , p s y c h o l o g i s t and i n s t r u c t o r , who
f i r s t in t ro d u c e d the concept o f i n d iv i d u a l d i f f e r e n c e s to th e C o llege
d u r in g th e e a r l y 1980s by a d m in i s t e r in g th e MBTI and th e HBDI t o th e
s tu d e n t s , f a c u l t y , and s t a f f o f th e DSMC. His v i s i o n and i n i t i a t i v e
i n r e c o g n i z i n g t h e v a l u e o f b o t h i n s t r u m e n t s aw akened me t o t h e
p o t e n t i a l o f th e MBTI and HBDI used in c o n c e r t .
S i n c e c o m p l e t i o n o f a q u a l i f i c a t i o n t r a i n i n g c o u r s e i s now a
r e q u i r e m e n t b e fo r e a s tu d e n t may a d m i n i s t e r e i t h e r th e MBTI o r the
HBDI, I had t h e p r i v i l e g e o f i n s t r u c t i o n f ro m b o t h Dr. Mary H.
M c C a u l l e y , p r e s i d e n t o f t h e C e n t e r f o r t h e A p p l i c a t i o n s o f P s y c h o
l o g i c a l Type (CAPT) and c o -a u th o r o f th e MBTI Manual (1985), and from
Mr. Ned H e r rm a n n , d e v e l o p e r o f t h e HBDI. The i n s i g h t g a in e d f rom
t h e i r t u t e l a g e h as proved in v a lu a b le .
At long l a s t , I am a b le to pay a deb t o f g r a t i t u d e to two l a d i e s
w i t h o u t w hose s t e a d y , d e p e n d a b l e , d a i l y w ork t h i s s t u d y w o u ld n o t
have been f i n i s h e d . As o f f i c e manager fo r th e E d u c a t io n a l L e a d e rsh ip
D epar tm en t , Mrs. N e l l i e S t e l l has c h e e r f u l l y m a in ta in e d c o n t i n u i t y i n
i i i
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t h e f a c e o f a p r o c e s s i o n o f d e p a r t m e n t a l c h a i r s and t h e a t t e n d a n t
d i s r u p t i o n in h e r e n t i n f r e q u e n t command changes. Mrs. Lee Pakko i s
t h e d i s s e r t a t i o n t y p i s t " p a r e x c e l l e n c e . " I c o n s i d e r m y s e l f e x
t r e m e ly f o r t u n a t e t h a t she was a b le t o produce h ig h ly re a d a b le t a b l e s
and t e x t from a s m a l l m oun ta in o f rough d r a f t s .
My h e a r t f e l t th an k s to a l l .
Ruth E l i z a b e th DeWald
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TABLE OF CONTENTS
ACKNOWLEDGMENTS ........................................................................................................... i i
LIST OF T A B L E S ........................................................................................................... x i
LIST OF FIGURES................................................................................................................ x i i i
CHAPTER
I . INTRODUCTION .................................................................................................. 1
Purpose o f th e S t u d y ...................................................................... 1
R a t io n a l e f o r th e S t u d y ................................................................. 1
Assum ptions and L im i ta t io n s o f the S t u d y ........................ 3
The S p e c i a l i z e d P o p u la t io n ................................................... 3
The A ssessm ent In s t ru m e n ts ................................................... 4
G e n e r a l i z a b i l i t y o f F in d in g s .............................................. 5
D i s s e r t a t i o n Overview ...................................................................... 5
I I . MANAGEMENT EDUCATION AT THE DEFENSE SYSTEMSMANAGEMENT COLLEGE .................................................................................... 6
The Role o f th e Program M a n a g e r .............................................. 6
Impact o f th e Program M anager 's P e r so n a l S k i l l s . . . 7
Program Management Course ............................................................ 8
Course O u t l in e ............................................................................... 8
C r i t i c i s m o f B u s in ess School T r a in in g ....................... 8
C u rr icu lum Adjustm ent by th e D S M C ................................. 9
I n t e r p e r s o n a l S k i l l s Development ..................................... 10
Sum m ary ...................................................................................................... 10
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Table of Contents— Continued
CHAPTER
I I I . LITERATURE REVIEW OF PERSONALITY AND LEADERSHIPTHEORIES.................................................................................................. 12
O u t l in e o f th e L i t e r a t u r e S earch .......................................... 12
L e a d e rsh ip and P e r s o n a l i t y Theory I n t e r a c t i o n . . . . 13
L e a d e rsh ip T h e o r ie s ................................................................. 13
L e a d e rsh ip Expressed Through P e r s o n a l i t y ................... 15
P e r s o n a l i t y Theory and A ssessm ent .......................................... 15
Freud and His P s y c h i a t r i c o r C l i n i c a lI n t e r v i e w ................................................................................ 16
R o rs c h a c h 's P r o j e c t iv e T es t .............................................. 16
Jung and His P s y c h o lo g ic a l Type T h e o r y ................ 19
Eysenck and His P e r s o n a l i t y I n v e n t o r i e s ................... 20
Thematic A p percep tion T e s t (TAT) ..................................... 20
E dw ards 's P e r so n a l P r e fe r e n c e Schedule (EPPS) . . 21
Study o f Values ( S V ) ......................................................... 22
B e n d e r -G e s ta l t In s t ru m e n t ................................................... 22
C a l i f o r n i a P s y c h o lo g ic a l In v e n to ry (CPI) . . . . . 22
S ix te e n P e r s o n a l i t y F a c to r Q u e s t io n n a i re( 1 6 P F Q ) .................................................................................... 23
M inneso ta M u lt ip h a s ic P e r s o n a l i t y In v en to ry(MMPI) ......................................................................................... 23
Maslow . . . . . .......................................................................... 24
E v a lu a t io n o f H igh-F requency-o f-U se In s t ru m e n ts . . . 24
S e le c te d Assessment In s t ru m e n ts .............................................. 26
M yers-B riggs Type I n d i c a t o r (MBTI) ................................ 26
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Herrmann B ra in Dominance In s t ru m e n t (HBDI) . . . . 30
Using th e MBTI in O r g a n iz a t io n a l S e t t i n g s ....................... 36
S tu d ie s o f MBTI Manager T y p e s .......................................... 36
I n t e r c o r r e l a t i o n o f th e MBTI With the H B D I ................... 41
S tudy o f I n d u s t r y P r o f e s s io n a l s ..... ..................................... 41
Study o f H e a l th Care P r o f e s s i o n a l s ................................ 43
P h y s io lo g ic a l B a s is f o r th e M B T I..................................... 46
Summary o f L i t e r a t u r e Review ................................................... 49
IV. METHODOLOGY........................................................... 52
R esearch H ypo thes is .......................................................................... 52
D i s c u s s i o n ........................................................................................ 52
S ta tem en t o f H y po thes is ....................................................... 53
R esearch Q u es t io n s .......................................................................... 54
R esearch Q u es t io n s 1 and 2 ................................................... 54
R esearch Q u es t io n s 3, 4 , 5, and 6 ................................. 55
The I n s t i t u t i o n and th e T a rg e t P o p u la t io n ....................... 57
The Assessment In s t ru m e n ts ....................................................... 58
R esearch P ro c ed u re s .......................................................................... 59
Data C o l l e c t i o n .......................................................................... 59
R esearch Design .......................................................................... 60
Data A n a l y s i s ............................................................................... 60
V. FINDINGS........................................................................................................... 62
MBTI Type D i s t r i b u t i o n ................................................................. 62
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Table of Contents— Continued
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HBDI P r o f i l e R e p r e s e n ta t io n ........................................................ 64
F in d in g s R e la t i n g to th e R esearch H ypo thes is . . . . 64
HBDI Coded P r o f i l e s and MBTI T y p e s ................................. 67
HBDI Dominance and Avoidance P a t t e r n s by MBTIT y p e s ................................................................................................. 68
HBDI Dominance and Avoidance P a t t e r n s by MBTI E l e m e n t s ............................................................................................. 72
HBDI Dominance, Superdominance, and Avoidanceby MBTI E l e m e n t s .......................................................................... 75
HBDI Dominance, Superdominance, and Avoidanceby MBTI TJ T y p e s .......................................................................... 79
HBDI Quadrant Mean S cores f o r MBTI Types andE l e m e n t s ............................................................................................ 84
Summary o f F in d in g s f o r th e R esearch H y po thes is . 87
F in d in g s R e la t i n g to R esearch Q u es t io n 1 89
Comparison o f MBTI D i s t r i b u t i o n s f o r Two S e tso f DSMC C l - a s s e s .......................................................................... 89
Summary o f F in d in g s f o r R esearch Q ues t ion 1 . . . 89
F in d in g s R e la t i n g to R esearch Q ues t ion 2 91
MBTI Comparison f o r S tudy P o p u la t io n VersusO ther M anager ia l P o p u la t io n s ............................................... 91
MBTI Comparison o f DSMC C i v i l i a n s Versus O ther M anager ia l P o p u la t io n s ........................................................... 93
Summary o f F in d in g s fo r R esearch Q u e s t io n 2 . . . 95
F in d in g s R e la t i n g to R esea rch Q u e s t io n 3 96
MBTI Types and MBTI Elements f o r Males andF e m a l e s ............................................................................................. 96
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CHAPTER
HBDI Dominance and Avoidance P a t t e r n s fo rMales and F e m a l e s ..................................................................... 96
HBDI Dominance, Superdom inance, and Avoidancef o r Males and F e m a l e s ................................................................. 99
Summary o f F in d in g s f o r R esea rch Q ues t ion 3 . . . 99
F in d in g s R e la t in g t o R esearch Q ues t ion 4 101
D i s t r i b u t i o n s o f MBTI Types and Elements fo rEach Branch o f S e r v i c e ................................................................ 101
HBDI Dominance and Avoidance P a t t e r n s f o r EachBranch o f S e r v i c e ...................................................................... 103
HBDI Dominance, Superdom inance, and Avoidancef o r S e rv ic e B ranches ................................................................. 103
Summary o f F in d in g s f o r R esea rch Q ues t ion 4 . . . 103
F in d in g s R e la t i n g to R esearch Q ues t ion 5 107
D i s t r i b u t i o n s o f MBTI Types and Elem ents f o rM i l i t a r y and C i v i l i a n s ............................................................ 107
HBDI Dominance and Avoidance P a t t e r n s fo rM i l i t a r y and C i v i l i a n s ............................................................ 109
HBDI Dominance, Superdom inance, and Avoidancef o r M i l i t a r y and C i v i l i a n s ................................................... 109
Summary o f F in d in g s f o r R esearch Q ues t ion 5 . . . 112
F in d in g s R e la t in g to R esearch Q ues t ion 6 112
D i s t r i b u t i o n s o f MBTI Types, E lem en ts , and TJsf o r Each R a n k ............................................................................... 112
HBDI Dominance and Avoidance P a t t e r n s f o r EachR a n k ...................................................................................................... 115
HBDI Dominance, Superdom inance, and Avoidancef o r Each R a n k ................................................................................... 115
Summary o f F in d in g s f o r R esearch Q ues t ion 6 . . . 120
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VI. CONCLUSIONS AND RECOMMENDATIONS ...................................................... 122
Conclusions Relating to the Research Hypothesis . . . 123
Conclusions Relating to the Research Questions . . . 126
Research Question 1...... .............................................................. 126
R esearch Q u e s t io n 2 .............................................................. 127
R esearch Q u es t io n 3 .............................................................. 128
R esearch Q u es t io n 4 .............................................................. 129
R esearch Q u es t io n 5 .............................................................. 129
Research Q u e s t io n 6 .............................................................. 130
Recommendations ................................................................................... 131
Sum m ary ...................................................................................................... 131
BIBLIOGRAPHY ............................................................................................................... 133
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LIST OF TABLES
1. M a tr ix o f P e r s o n a l i t y Assessm ent In s t ru m e n ts ............................. 17
2. The 16 MBTI Types With A s s o c ia te d C h a r a c t e r i s t i c s . . . . 28
3. HBDI Mean Scores f o r a Sample o f 7 ,989 Men and WomenFrom th e Herrmann Data B a n k ................................................................. 34
4. C o r r e l a t i o n M a tr ix o f HBDI Q uadrant Scores f o r a Sample o f 7 ,989 Men and Women From th eHerrmann Data B a n k ........................................................................................ 35
5. P e rc e n ta g e s o f MBTI T h in k in g -Ju d g in g Types and MBTIE lem ents i n S e le c te d M anageria l P o p u la t io n s ............................ 38
6. R e l a t i o n s h i p o f S tro n g MBTI and S trong HBDI P re fe re n c e si n a Sample o f 90 Bankers and Chemical I n d u s t r y P r o f e s s i o n a l s ......................................................................... 42
7. HBDI P r e fe r e n c e s f o r th e Most F re q u en t MBTI Types and S e le c te d MBTI E lem ents and Groups Among 51 FemaleS tu d e n t O c c u p a tio n a l T h e r a p i s t s ....................................................... 44
8. HBDI H em ispheric P r e fe r e n c e s f o r th e Most F requen tMBTI Types and S e le c te d MBTI Elem ents and GroupsAmong 51 Female S tu d en t O c c u p a tio n a l T h e r a p i s t s ................... 45
9. MBTI Type Tab le f o r a Sample o f 27 Male A tto rn e y s andCeramic A r t i s t s ............................................................................................ 47
10. Temporal Lobe Mean Alpha R a t io s f o r a Sample o f 27 A t to rn e y s and Ceramic A r t i s t s C l a s s i f i e d by th eMBTI SN and TF S c a l e 3 ............................................................................... 48
11. MBTI Type T ab le f o r 811 DSMC S tu d en t Program Managers . . 63
12. MBTI Type D i s t r i b u t i o n s f o r th e Most F req u en t HBDICoded Quadrant P r o f i l e s .......................................................................... 66
13. HBDI Dominant and Avoidant Quadrant P a t t e r n s by MBTIT y p e s .................................................................................................................... 69
14. HBDI Dominant and Avoidant Quadrant P a t t e r n s by MBTIE l e m e n t s ............................................................................................................... 73
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List of Tables— Continued
15. D i s t r i b u t i o n o f HBDI Q uadrant Dominance, Superdominance,and Avoidance by MBTI E l e m e n t s ..................................................... 76
16. D i s t r i b u t i o n o f HBDI Q uadrant Dominance, Superdominance,and Avoidance by MBTI TJ T y p e s ..................................................... 80
17. Mean HBDI Quadrant Scores by MBTI Types and MBTIE l e m e n t s ............................................................................................................... 85
18. Comparison o f MBTI Types and MBTI Elements f o r 1986-87 DSMC Program Manager S tu d e n ts and O ther S e le c te dM anager ia l P o p u la t io n s .................................................................................... 90
19. Comparison o f MBTI Types and MBTI Elements f o r 1986-87 DSMC C i v i l i a n Program Manager S tu d e n ts and O therC i v i l i a n Managers and A d m in is t r a to r s .................................................... 94
20. MBTI Types and MBTI Elem ents by S e x ................................................ 97
21. HBDI Dominant and A voidant Quadrant P a t t e r n s by Sex . . . 98
22. D i s t r i b u t i o n o f HBDI Quadrant Dominance, Superdominance,and Avoidance by S e x ........................................................................................ 100
23. MBTI Types and MBTI E lem ents by Branch o f S e rv ic e . . . . 102
24. HBDI Dominant and A voidant Quadrant P a t t e r n s byBranch o f S e r v i c e ........................................................................................ 104
25. D i s t r i b u t i o n o f HBDI Quadrant Dominance, Superdominance,and Avoidance by Branch o f S e r v i c e ....................................................... 105
26. MBTI Types and MBTI Elem ents by M i l i t a r y o r C i v i l i a nS t a t u s ........................................................................................................................ 108
27. HBDI Dominant and A voidan t Quadrant P a t t e r n s byM i l i t a r y o r C i v i l i a n S t a tu s ..................................................................... 110
28. D i s t r i b u t i o n o f HBDI Q uadrant Dominance, Superdominance,and Avoidance by M i l i t a r y o r C i v i l i a n S ta tu s ................................ I l l
29. MBTI Types and MBTI E lem ents by R a n k ................................................ 113
30. HBDI Dominant and A voidant Quadrant P a t t e r n s by Rank . . . 116
31. D i s t r i b u t i o n o f HBDI Q uadrant Dominance, Superdominance,and Avoidance by R a n k ................................................................................... 118
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LIST OF FIGURES
1. Herrmann B ra in Dominance In s t ru m e n t P r o f i l e s ............................ 32
2. Most F req u en t HBDI Coded P r o f i l e s ........................................................ 65
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CHAPTER I
INTRODUCTION
Purpose of the Study
The purpose o f t h i s s tu d y i s to d e te rm in e the r e l a t i o n s h i p s o f
t h e M y e r s - B r i g g s Type I n d i c a t o r (MBTI) t y p e p r e f e r e n c e s w i t h t h e
m e t a p h o r i c q u a d r a n t s o f t h e H e rrm a n n B r a i n D om inance I n s t r u m e n t
(HBDI), b a s e d on d a t a f ro m t h r e e c l a s s e s a t t h e D e fe n s e S y s te m s
Management C o llege (DSMC) program m anager 's c o u rse (PMC) h e ld d u r in g
1986-1987.
The DSMC i s a g r a d u a t e - l e v e l , U.S. Government e d u c a t io n a l i n s t i
t u t i o n a t F o r t B e l v o i r , V i r g i n i a , a few m i l e s s o u t h o f W a s h in g to n ,
DC. The c o l l e g e was fo u n d e d i n 1971 f o r t h e p r i m a r y p u r p o s e o f
t r a i n i n g f u tu r e program m anagers in the i n t r i c a c i e s o f th e a c q u i s i
t i o n and p rocurem en t p ro ce d u re s fo l lo w e d by th e U.S. Government. The
DSMC s e r v e s a l l b r a n c h e s o f t h e a rm e d s e r v i c e s a s w e l l a s t h e
m i l i t a r y - i n d u s t r i a l complex (Acker, 1986). P s y c h o lo g ic a l a s se s sm e n t
o f t h e f a c u l t y and t h e e n t i r e s t u d e n t body u s i n g t h e MBTI and t h e
HBDI i s s ta n d a rd p r a c t i c e a t th e DSMC.
R a t io n a le f o r th e Study
Both th e MBTI and th e HBDI have been used in s t u d i e s o f manage
r i a l l e a d e r s h i p in a wide v a r i e t y o f o r g a n i z a t i o n a l s e t t i n g s b ecau se
t h e o r i s t s h av e becom e i n c r e a s i n g l y a w a re o f t h e i m p o r t a n c e o f
1
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p e r s o n a l i t y as an i n d i c a t i o n o f l e a d e r s h i p q u a l i t i e s (A gor , 1986;
Bass, 1981; K e r l i n g e r , 1973). The e f f e c t i v e n e s s o f l e a d e r s h ip t r a i n
in g t h e r e f o r e i s a t l e a s t somewhat dependent on th e a b i l i t y to p ro
duce u s e f u l p e r s o n a l i t y a s se s s m e n ts o f p o t e n t i a l m anagers. One way
to p ro v id e c r e d i b i l i t y f o r p s y c h o lo g ic a l in s t r u m e n ts i s th rough mea
s u r e m e n t c o n v e r g e n c e : t h a t i s , i f t h e tw o i n s t r u m e n t s u s e d i n t h i s
s tu d y p ro v id e a c o h e re n t p e r s o n a l i t y p r o f i l e o f th e i n d iv i d u a l , th e
c r e d i b i l i t y o f each in s t r u m e n t i s enhanced. Knowledge o f th e r e l a
t i o n s h i p o f th e s e two in s t r u m e n ts i s th u s e s s e n t i a l to t h e i r e f f e c
t i v e use . This does n o t im p ly t h a t one in s t ru m e n t shou ld r e p l a c e th e
o t h e r . Each p ro v id e s i t s own un ique p e r s p e c t i v e , and t o g e t h e r th ey
p roduce a c o n s i s t e n t , com plem entary a s se s sm e n t o f th e i n d iv i d u a l .
The o p p o r tu n i ty to s tu d y th e r e l a t i o n s h i p o f th e MBTI w i th th e
HBDI may a l s o have p ro found im pact on p s y c h o lo g ic a l type th e o ry . The
c o n jo i n t m easurem ent o f p s y c h o l o g i c a l ty p e b o th e n r i c h e s and l e n d s
c re d e n c e to i t s u s e f u l n e s s as a t h e o r e t i c a l c o n s t r u c t .
However, v e ry few s t u d i e s have focused on th e r e l a t i o n s h i p be
tw een th e MBTI and th e HBDI. Ford (1988a) and James (1986) compared
t h e s e two in s t r u m e n ts , b u t on ly in s m a l l groups w i th h ig h ly s p e c i a l
iz e d o c c u p a t io n s . Thus t h e r e a p p e a rs to be a need fo r a s tu d y u s in g
b o t h t h e MBTI and t h e HBDI on a l a r g e enough p o p u l a t i o n t o p r o v i d e
g e n e r a l i z a b l e r e s u l t s . The 811 s tu d e n t program manager s tu d y p opu la
t i o n m e e t s t h i s r e q u i r e m e n t . M o re o v e r , t h e a v a i l a b i l i t y o f dem o
g ra p h ic d a ta f o r t h i s p o p u la t io n p e r m i t s th e e x p lo r a t i o n o f r e l a t i o n
s h ip s o f the HBDI and th e MBTI w i th demographic c h a r a c t e r i s t i c s .
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An a n c i l l a r y b e n e f i t from t h i s s tu d y i s th e o p p o r tu n i ty to p ro
v id e a d d i t i o n a l v a l i d a t i o n f o r th e HBDI. One way to v a l i d a t e a new ly
i n t r o d u c e d i n s t r u m e n t i s t o c o m p a re i t s m e a s u re m e n t o f p a r t i c u l a r
c o n s t r u c t s w i th t h a t o f b e t t e r known in s t r u m e n ts (K e r l in g e r , 1973).
The MBTI h a s b e e n w e l l d o c u m e n te d by f a v o r a b l e r e v i e w s i n B u ro s
(1 9 7 5 , 1978) and by i t s m an u a l (M yers & M c C a u l le y , 1985) . The MBTI
A t l a s o f Type T a b l e s ( M a c d a id , M c C a u l le y , & K a in z , 1986) i n c l u d e s
type t a b l e s f o r p r o f e s s io n s and o c c u p a t io n s drawn from an e x te n s iv e
MBTI d a ta bank o f a p p ro x im a te ly 250,000 i te m s . By c o n t r a s t , th e HBDI
m a n u a l h a s j u s t b e e n r e l e a s e d (H e r rm a n n , 1988) w i t h a c o n c u r r e n t
v a l i d a t i o n s tu d y by Bunderson (1988). Thus, com parison w i th the MBTI
may p ro v id e f u r t h e r v a l i d a t i o n f o r th e HBDI. MBTI d o cu m en ta t io n w i l l
be enhanced by th e a d d i t i o n o f a s tu d e n t program manager type t a b l e
t o t h e At l a s .
Assum ptions and L im i ta t io n s o f th e Study
The S p e c ia l i z e d P o p u la t io n
A ll o f the 811 p a r t i c i p a n t s were s tu d e n t program m anagers a t th e
DSMC. Each was a mem ber o f one o f t h r e e p ro g ra m m a n a g e r c l a s s e s ,
PM C -86-2 , 8 7 - 1 , o r 8 7 -2 . A l l s t u d e n t s had b a c h e l o r ' s d e g r e e s and
a b o u t o n e - t h i r d h a d m a s t e r ' s d e g r e e s b e f o r e b e i n g a c c e p t e d by t h e
DSMC (Acker, 1986). Mos l uad l u c i j o r e d in th e p h y s ic a l s c ie n c e s , e n g i
n e e r in g , o r b u s in e s s a d m i n i s t r a t i o n . The p o p u l a t i o n w as v i r t u a l l y
a l l m a le w i t h o n l y a h a n d f u l o f f e m a l e s i n e a c h c l a s s . A t t e n d e e s
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4i n c lu d e d b o th m i l i t a r y o f f i c e r s and d e fe n s e in d u s t r y c i v i l i a n execu
t i v e s .
The A ssessm ent In s t ru m e n ts
The M yers-B riggs Type I n d i c a t o r and th e Herrmann B ra in Dominance
In s t r u m e n t were a d m in is t e r e d to each o f the 811 p a r t i c i p a n t s as p a r t
o f th e DSMC r e g u l a r a s se s s m e n t p ro ce d u re . Both in s t r u m e n ts were s e
l e c t e d f o r use a t the DSMC because th ey were des ig n ed p r i m a r i l y f o r
p e r s o n a l i t y a s s e s s m e n t o f h e a l t h y , n o rm a l a d u l t s (Bunderson, 1988;
Myers & M cCaulley, 1985), in c o n t r a s t w i th o th e r w ell-know n i n s t r u
m ents which were deve loped f o r a p p l i c a t i o n to abnorm al p o p u la t io n s in
c l i n i c a l (m e d ic a l ) s e t t i n g s .
A c c e p ta b le C o n s t ru c t V a l i d i t y
The c o n s t r u c t v a l i d i t y o f any p e r s o n a l i t y a sse ssm e n t i n s t r u m e n t
i s d i f f i c u l t t o e v a l u a t e b e c a u s e o f t h e h i g h l y c o m p le x n a t u r e o f
human p e r s o n a l i t y m easurem ent ( K e r l in g e r , 1973). N o n e th e le s s , v a l i
d a t i o n s t u d i e s o f t h e MBTI (M yers & M c C a u l le y , 1985) and t h e HBDI
(Bunderson , 1988) p ro v id e ample e v id e n c e o f t h e i r c o n s t r u c t v a l i d i t y .
Minimal P e r so n a l B ias
Both in s t r u m e n ts a re s e l f - r e p o r t i n v e n t o r i e s , and th ey sh a re a
f a u l t common to a l l such i n v e n t o r i e s — the p e rs o n a l b ia s i n a d v e r t e n t l y
i n t r o d u c e d by t h e p a r t i c i p a n t (L anyon & G o o d s t e i n , 1982 ; R o r e r ,
1965). Because th e DSMC s tu d e n t s were made aware o f the v a lu e o f the
MBTI and HBDI r e s u l t s to t h e i r c a r e e r s u c c e s s , i t i s l i k e l y t h a t th e y
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answ ered th e q u e s t io n s a c c u r a te l y . Thus, the r e s u l t a n t MBTI p e rso n
a l i t y type and the HBDI q u a d ra n t d a ta f o r each s tu d e n t can be c o n s id
e re d to be a c c e p ta b le p s y c h o lo g ic a l a s se s s m e n ts f o r s tu d y purposes .
G e n e r a l i z a b i l i t y o f F in d in g s
The f in d in g s o f t h i s s tu d y a re c o n s id e re d to be g e n e r a l i z a b l e to
s i m i l a r p o p u l a t i o n s i n p r o g ra m m anagem en t o f f i c e s b o t h w i t h t h e
governm ent and w i th members o f th e d e f e n s e - i n d u s t r y complex.
D i s s e r t a t i o n Overview
The many and v a r i e d r e s p o n s i b i l i t i e s o f m i l i t a r y program manag
e r s (PMs) a r e o u t l i n e d in C hap te r I I . This c h a p te r has been in c lu d e d
t o e n a b l e t h e r e a d e r t o u n d e r s t a n d t h e e s s e n t i a l r o l e o f i n t e r
p e r s o n a l s k i l l s deve lopm ent in m a n a g e r ia l l e a d e r s h i p t r a i n i n g . The
DSMC, in th e f o r e f r o n t o f th e e f f o r t to i n c o r p o r a t e th e c o n c ep ts o f
i n d i v i d u a l i t y and p e r s o n a l p r e f e r e n c e s i n i t s p r i m a r i l y b u s i n e s s -
o r i e n t e d c u r r i c u lu m , i s a model f o r such u n d e rs ta n d in g . Be.*cause th e
e d u c a t io n o f PMs i s keyed to developm ent o f l e a d e r s h i p and m a n a g e r ia l
s k i l l s , th e l i t e r a t u r e s e a r c h i n C hap te r I I I a d d re s s e s m ajo r t h e o r i e s
in th e r e l a t e d f i e l d s o f l e a d e r s h i p and p e r s o n a l i t y . Development and
use o f th e MBTI and th e HBDI a re d i s c u s s e d in d e t a i l . The d e s ig n f o r
a n a l y s i s o f th e MBTI and HBDI d a t a f o r th e DSMC s tu d e n t s i s p r e s e n te d
i n C h a p t e r IV. S tu d y f i n d i n g s a r e p r e s e n t e d i n C h a p t e r V. The
c o n c lu s io n s and recom m endations appear in C hap ter VI.
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CHAPTER II
MANAGEMENT EDUCATION AT THE DEFENSE SYSTEMS MANAGEMENT COLLEGE
The m is s io n o f th e DSMC i s to e d u c a te m a n a g e r ia l l e a d e r s in th e
complex f i e l d o f d e fe n s e m a t e r i e l a c q u i s i t i o n . Upon g ra d u a t io n from
t h e P r o g ra m M a n a g e r 's C o u r s e , t h e m i l i t a r y o f f i c e r s and c i v i l i a n
m a n a g e r s r e c e i v e t h e i r a s s i g n m e n t s t o p ro g ra m m anagem en t o f f i c e s
whose m is s io n s su p p o r t D epartm ent o f D efense r e q u i r e m e n ts . These new
m a n a g e r s w i l l be e x p e c t e d t o f u n c t i o n i n a v a r i e t y o f l e a d e r s h i p
r o l e s f o c u s e d i n p a r t on t h e d e v e lo p m e n t and s t a f f i n g o f d y n a m ic ,
p r o d u c t iv e o r g a n i z a t i o n s t h a t can respond r e a d i l y to th e r a p id f l u c
t u a t i o n s and c o n s t a n t l y chang ing demands o f th e v o l a t i l e economic and
p o l i t i c a l c l i m a t e s w i t h in which program m anagers m ust o p e ra te .
The Role o f th e Program Manager
A m i l i t a r y program manager (PM) has been compared to th e c h i e f
e x e c u t iv e o f f i c e r o f a l a r g e i n d u s t r i a l f i r m (B a l l , 1984). He o r she
has need f o r tho rough g rounding i n th e b a s i c s o f c o n v e n t io n a l b u rea u
c r a t i c m anagem en t ( E t z i o n i , 1964; W eber , 1947) i n o r d e r t o p l a n ,
o r g a n i z e , d i r e c t , and e x e c u t e a s s i g n e d p r o g r a m s . He o r sh e m u s t
pe rfo rm th e s e a c t i v i t i e s under s t r i n g e n t s ch ed u le and b u d g e ta ry con
s t r a i n t s imposed by s u p e r i o r s in th e armed s e r v i c e s and, to an ever
i n c r e a s i n g e x t e n t , by th e U n ited S t a t e s Congress (Farm er, 1978).
6
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
The D e p a r tm e n t o f D e f e n s e h a s a l t e r e d th e o l d e r 1 0 - t o - 1 5 - y e a r
p r o g ra m d e v e lo p m e n t c y c l e t o a m ore s t r e a m l i n e d 8 - y e a r v e r s i o n
( A c q u i s i t i o n , 1986). The fo rm er fo u r phases o f deve lopm en t— concep t ,
a d v a n c e d d e v e lo p m e n t , f u l l - s c a l e developm ent, and p ro d u c t io n —have
been com pressed i n t o t h r e e phases . At any t im e d u r in g th e s e p h a ses ,
th e e n t i r e program can be s u b je c t e d to r a d i c a l r e d i r e c t i o n , r e a l l o c a
t i o n o f f u n d s , o r r e a s s i g n m e n t o f e x p e r i e n c e d s t a f f p e r s o n n e l t o
o t h e r p r o g ra m s o f h i g h e r p e r c e i v e d p r i o r i t y . The p o s s i b i l i t y o f
im pending change i s e v e r p r e s e n t ( P e te r s , 1987).
Impact of the Program Manager's Personal Skills
The key to a s u c c e s s f u l program management c a r e e r i s th e p e rso n
a l i t y o f t h e p r o g ra m m a n a g e r ( P a t r i c k , 1984). To b e e f f e c t i v e , t h e
PM m ust p o s s e s s th e p e r s o n a l c h a r a c t e r i s t i c s and s k i l l s needed bo th
t o e x t e n d h i s o r h e r l e a d e r s h i p t h r o u g h o u t t h e o r g a n i z a t i o n and to
i n t e r f a c e w i th o th e r c o r p o r a te e n t i t i e s and g o v e r n m e n ta l a g e n c i e s .
P e r s o n a l c h a r a c t e r i s t i c s such as i n i t i a t i v e , f l e x i b i l i t y , c o n f id e n c e ,
e n th u s ia s m , and speak ing a b i l i t y h a v e b e e n i d e n t i f i e d a s n e c e s s a r y
f o r m a n a g e r ia l su c ce s s in th e c o r p o r a te s e t t i n g (A rch ib a ld , 1976).
The n e e d f o r t h e s e sam e p e r s o n a l a t t r i b u t e s i n t h e m i l i t a r y
e n v i r o n m e n t was a l s o r e c o g n i z e d by B a u m g a r tn e r , B row n, and K e l l e y
(1984). T h e ir i n t e r v i e w s w i th m i l i t a r y p ro g ra m m a n a g e rs i n d i c a t e d
t h a t t h e s e PMs a t t r i b u t e d t h e i r own i n d i v i d u a l s u c c e s s t o t h e i r
a b i l i t y to e x e r c i s e l e a d e r s h i p , t o r e l a t e to o th e r s , and to communi
c a t e w i th a wide v a r i e t y o f a u d ie n c e s . In o th e r w ords, th e s e o f f i
c e r s c o n s i d e r e d good i n t e r p e r s o n a l r e l a t i o n s a n e c e s s a r y s k i l l i n
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
t h e i r jo b s . E x c e l l e n t o r a l com m unication a b i l i t i e s a r e a l s o im por
t a n t b e c a u s e t h e p r o g ra m m a n a g e r m u s t n o t o n l y be a b l e t o s e l l t h e
program , b u t m ust f r e q u e n t l y j u s t i f y i t s e x i s t e n c e to p ro b in g govern
m en ta l i n v e s t i g a t i v e b o d ie s and to th e p u b l ic p r e s s ( P e te r s & A u s t in ,
1985; P e t e r s & W aterman, 1982).
Program Management Course
Course Outline
The c u r r i c u l u m f o l l o w e d by t h e DSMC w as p a t t e r n e d a f t e r t h e
c o u rs e o f i n s t r u c t i o n o f f e r e d by th e Harvard B u s in e ss School (Acker,
1986). T h is focus was based on f a c u l t y o p in io n t h a t th e s o l i d e n g i
n e e r in g background p o s s e s s e d by most o f the s tu d e n t s shou ld be aug
m ented by a mix o f p e r t i n e n t b u s in e s s c o u rse s in o r d e r to deve lop th e
d e s i r e d management e x p e r t i s e . This p o s i t i o n i s s u p p o r te d by o r g a n i
z a t i o n a l m a n a g e m e n t l i t e r a t u r e (Badawy, 1982). C onsequen tly , DSMC
c o u r s e s a d d r e s s e d s p e c i f i c p r o b le m s i n d e f e n s e a c q u i s i t i o n , c o s t
a n a l y s i s , c o n t r a c t management, c o n t r a c t o r f in a n c e r e q u i r e m e n ts , i n t e
g r a t e d l o g i s t i c s u p p o r t , and p ro d u c t io n (Acker, 1986).
C r i t i c i s m o f B u s in e s s School T r a in in g
The b u s in e s s community has no t been s a t i s f i e d w i th th e l e v e l o f
i n t e r p e r s o n a l s k i l l s o f g r a d u a t e s o f a c c r e d i t e d b u s i n e s s s c h o o l s .
J e n k in s , R e i z e n s t e i n , and Rodgers (1984) found t h a t c o r p o r a te execu
t i v e s fav o re d more em phas is on developm ent o f i n t e r p e r s o n a l s k i l l s ,
w hereas th e b u s in e s s sc hoo l f a c u l t y c la im ed t h a t th e i n s t r u c t i o n in
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
p e r s o n n e l m an a g e m e n t o f f e r e d by t h e i r i n s t i t u t i o n s was a d e q u a t e .
F inney and S ie h l (1985-1986) ag reed w i th th e c o n te n t io n t h a t a n a l y t i
c a l t e c h n iq u e s were b e in g em phasized a t th e expense o f i n t e r p e r s o n a l
s k i l l s deve lopm ent. Fox (1984) s t r o n g l y advoca ted t h a t DSMC s tu d e n t s
r e c e i v e s p e c i f i c i n s t r u c t i o n and p r a c t i c e i n c o n t r a c t n e g o t i a t i o n as
a p o t e n t i a l l y e f f e c t i v e method o f c o n ta in in g th e e s c a l a t i n g c o s t s o f
d e fe n s e p rocurem en t .
C u rr icu lu m A djustm ent by th e DSMC
I n o r d e r t o be m ore r e s p o n s i v e t o t h e p e r c e i v e d n e e d s o f t h e
a c q u i s i t i o n community, th e b u s i n e s s - o r i e n t e d c u r r ic u lu m a t th e DSMC
was r e f o c u s e d tow ard a c t i v e s im u l a t io n s o f r e a l - w o r l d p ro b lem s, p r e s
s u r e s , and a c t i v i t i e s t h a t th e s tu d e n t program managers w i l l be r e
q u i r e d t o f a c e and s o l v e a f t e r t h e y e n t e r t h e i r p o s t g r a d u a t i o n
a s s ig n m e n ts . These s im u l a t io n e x e r c i s e s p e rm i t th e s tu d e n t s to be
come imm ersed in r e a l i s t i c s i t u a t i o n s r e q u i r i n g v e r s a t i l i t y in a p p ly
i n g l e a d e r s h i p p r i n c i p l e s t o p r a c t i c a l p r o b le m s . The s i m u l a t i o n s
d e a l w i th i n t e r p e r s o n a l r e l a t i o n s , n e g o t i a t i o n s , r e s o l u t i o n o f con
f l i c t s (b o th a d m i n i s t r a t i v e and p e r s o n a l ) , and s i t u a t i o n s r e q u i r i n g
t h a t th e s tu d e n t s p e rfo rm a t d i f f e r e n t l e v e l s o f t e c h n i c a l and b u s i
n e s s management and s t i l l m a in ta in th e fo rw ard momentum o f the o rg a
n i z a t i o n (DSMC, 1986).
B lo o m 's (1 9 7 1 ) c o n c e p t , l e a r n i n g f o r m a s t e r y , and K n o w le s 's
(1978) r e c o g n i t i o n o f th e s p e c i a l needs o f a d u l t l e a r n e r s have been
u s e d by t h e DSMC f a c u l t y t o i d e n t i f y c o m p e te n c y o b j e c t i v e s t o be
a c h i e v e d by t h e s t u d e n t s . F a c u l t y m em b e rs , w e l l v e r s e d i n t h e
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
s t r i n g e n t r e q u i r e m e n t s o f t h e a c q u i s i t i o n c o m m u n ity , h a v e b e e n
a s s ig n e d as m en to rs to i n d iv i d u a l s tu d e n t s to m o n ito r t h e i r manage
r i a l l e a d e r s h ip pe rfo rm ance d u r i n g t h e s i m u l a t i o n s (G adeken , 1987)
and t o a d v is e and a s s i s t them tow ard improvement.
I n t e r p e r s o n a l S k i l l s Development
Guest l e c t u r e r s a t th e DSMC, many o f whom were p r a c t i c i n g p ro
gram m anagers a t th e g e n e ra l o f f i c e r l e v e l , have r e p e a te d l y empha
s i z e d t h a t p r o g ra m o b j e c t i v e s m u s t be a c h i e v e d t h r o u g h p e o p l e . A
s p e c i a l b l o c k o f i n s t r u c t i o n was i n s e r t e d i n t o t h e PMC c u r r i c u l u m
d u r in g th e 1980s which d e a l t w i th th e "im provem ent o f l e a d e r s h i p and
m a n a g e r ia l s k i l l s by a d d re s s in g p o t e n t i a l im provem ents i n th e s t u
d e n t ' s a b i l i t y to w ork w i t h and t h r o u g h o t h e r s " (DSMC, 1986 , p. 32 ) .
E l l i s (1 9 8 3 ) , a m i l i t a r y m em ber o f t h e f a c u l t y and a p s y c h o l o g i s t ,
in t ro d u c e d th e s tu d y o f th e c o n c ep ts o f c r e a t i v i t y , i n d iv i d u a l d i f
f e r e n c e s , v a l u e s , t a l e n t s , and p r e f e r e n c e s t o t h e s t u d e n t b ody .
T h e s e p e r s o n a l a t t r i b u t e s w e re i d e n t i f i e d by two p e r s o n a l i t y a s
s e s s m e n t i n s t r u m e n t s , t h e M y e r s - B r ig g s Type I n d i c a t o r and t h e
Herrmann B ra in Dominance In s t r u m e n t . Both f a c u l t y and s tu d e n t s were
q u i c k t o a p p r e c i a t e t h e a d v a n t a g e s o f k n o w in g t h e i r p s y c h o l o g i c a l
ty p e s , th e c h a r a c t e r i s t i c s o f t h e i r own and o th e r p e r s o n a l i t y ty p e s ,
and th e i m p l i c a t i o n s o f t h e i r b r a i n dominance q u a d ra n ts .
Summary
A program manager must p roduce an o p e r a t i o n a l p ro d u c t on t im e
and w i t h i n b u d g e t . The e d u c a t i o n f o r m e r l y p r o v i d e d t o a new PM a t
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
th e DSHC was devo ted to i n s t r u c t i o n in th e im por tance o f sc h ed u le s
and c o s t s , an approach t y p i c a l o f m ost b u s in e s s a d m i n i s t r a t i o n p ro
grams. During th e e a r l y 1980s, however, g r e a t e r em phasis was p laced
on d e v e lo p in g i n t e r p e r s o n a l s k i l l s th ro u g h r e c o g n i t i o n o f th e e x i s
t e n c e o f w id e ly v a ry in g in d iv i d u a l d i f f e r e n c e s . Optim al management
o f program c o s t s , s c h e d u le s , and p ro d u c t io n can be ach ieved w i th the
e f f e c t i v e use o f m a n a g e r ia l l e a d e r s h ip ex p re s se d th rough developm ent
o f i n t e r p e r s o n a l s k i l l s and r e c o g n i t i o n o f th e e x i s t e n c e o f w id e ly
d i f f e r i n g p e r s o n a l i t i e s among a s s o c i a t e s and c o l le a g u e s .
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
CHAPTER III
LITERATURE REVIEW OF PERSONALITY AND LEADERSHIP THEORIES
The pu rpose o f t h i s s tu d y i s to d e te rm in e th e r e l a t i o n s h i p s o f
t h e M y e r s - B r ig g s Type I n d i c a t o r (MBTI) t y p e p r e f e r e n c e s w i t h t h e
m e t a p h o r i c q u a d r a n t s o f t h e H e r rm a n n B r a i n D om inance I n s t r u m e n t
(HBDI), b a s e d on d a t a f ro m t h r e e c l a s s e s a t t h e D e fe n s e S y s te m s
Management C o llege program m anager 's c o u rs e h e ld d u r in g 1986-1987.
O u t l in e o f th e L i t e r a t u r e Search
The l i t e r a t u r e r e v ie w b e g in s w i th a d i s c u s s io n o f m ajo r l e a d e r
s h i p t h e o r i e s . B e c a u s e l e a d e r s h i p i s p e r c e i v e d by o t h e r s as t h e
ou tw ard e x p re s s io n o f p e r s o n a l i t y (B ass, 1981), th e m ajor t h e o r i e s o f
p e r s o n a l i t y a r e d i s c u s s e d , a s w e l l a s t h e s p e c i f i c m e a s u r e m e n t
i n s t r u m e n ts deve loped by i n d iv i d u a l t h e o r i s t s . The two in s t r u m e n ts
u s e d i n t h i s s t u d y , t h e MBTI and t h e HBDI, a r e d i s c u s s e d i n d e t a i l .
Ten o t h e r i n s t r u m e n ts f r e q u e n t l y used to a s s e s s p e r s o n a l i t y d i f f e r
en ces a re a l s o rev iew ed .
MBTI ty p e d a ta from p r i o r s t u d i e s o f program managers ( N i d i f f e r ,
1984) as w e l l a s a ccum ula ted ty p e d a ta on m anagers and e x e c u t iv e s i n
t h e p r i v a t e s e c t o r (Macdaid, M cCaulley, & K ainz , 1986), e x e c u t iv e s i n
th e f e d e r a l governm ent ( P ic k e r in g , 1986), and m i l i t a r y and c i v i l i a n
e x e c u t iv e s in th e army (DeWald, 1986/1987) a re covered n e x t .
12
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
13
The e v i d e n c e f o r c o r r e l a t i o n b e tw e e n t h e MBTI and t h e HBDI i s
t h e n e x a m in e d . S t u d i e s by F o rd ( 1 9 8 8 a , 1 9 8 8 b ) , J a m e s (1 9 8 6 ) , and
Newman (1984/1985) a re rev iew ed .
L e a d e rsh ip and P e r s o n a l i t y Theory I n t e r a c t i o n
Through h i s w e l l-d o c u m e n ted s tu d y o f th e th e o ry o f l e a d e r s h i p ,
B ass (1 9 8 1 ) c o n c lu d e d t h a t l e a d e r s h i p q u a l i t i e s a r e p e r c e i v e d by
p e e r s and a s s o c i a t e s th ro u g h th e e x t e r n a l e x p re s s io n o f th e l e a d e r ' s
p e r s o n a l i t y . L e a d e r s h i p and i t s i n t e r r e l a t i o n s h i p w i th p e r s o n a l i t y
a re d i s c u s s e d in th e f o l lo w in g s e c t i o n s .
L e a d e r s h ip T h e o r ie s
C a r ly l e (1858) fo rm u la te d h i s " g r e a t man" th e o r y o f l e a d e r s h i p
on th e p re m ise t h a t th e acco m p lish m en ts o f a few e x c e p t io n a l i n d i v i d
u a l s had d i r e c t l y a f f e c t e d t h e c o u r s e o f h i s t o r y . I n o t h e r w o r d s ,
th e s e o u t s t a n d in g l e a d e r s w ere b e l i e v e d t o p o s s e s s superhuman q u a l i
t i e s n o t a v a i l a b l e to o r d in a r y human b e in g s . C a r ly l e j u s t i f i e d h i s
th e o ry th ro u g h s e l e c t e d h i s t o r i c a l r e c o r d s .
The c o n c e p t o f t h e " g r e a t man" h a s c o n t i n u e d t o s u r f a c e and t o
be i n v e s t i g a t e d by r e s e a r c h e r s . S imonton (1984) c la im e d to have been
s u c c e s s f u l in r e p l i c a t i n g Woods's (1913) s tu d y o f E urope 's h e r e d i t a r y
r u l e r s , w h ic h r a t e d t h e r u l e r s w i t h r e s p e c t t o t h e i r l e a d e r s h i p
q u a l i t i e s and t h e i r i n t e l l i g e n c e . Simonton r e p o r t e d a h ig h p o s i t i v e
c o r r e l a t i o n be tw een l e a d e r s h i p and i n t e l l i g e n c e .
W h e th e r o r n o t t h e r e w e re i d e n t i f i a b l e l e a d e r s h i p t r a i t s l e d
S m i th and K r u e g e r (1933 ) t o i n v e s t i g a t e t h e l e a d e r s h i p l i t e r a t u r e .
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
They l i s t e d s e v e r a l m en ta l and p e r s o n a l i t y c h a r a c t e r i s t i c s which they
c o n s i d e r e d t o be a t t r i b u t e s o f l e a d e r s . T h e se a t t r i b u t e s i n c l u d e d
i n t e l l i g e n c e , knowledge, i n i t i a t i v e , im a g in a t io n , o r i g i n a l i t y , e n th u
s i a s m , d e d i c a t i o n t o p u r p o s e , and t h e a b i l i t y t o make d e c i s i o n s
q u ic k ly .
I f l e a d e r s h i p q u a l i t i e s and p e r s o n a l i t y t r a i t s w e r e , i n f a c t ,
i n t e r r e l a t e d , S t o g d i l l (1948 ) b e l i e v e d t h a t he c o u ld , t h r o u g h a
s e a rc h o f th e e x te n s iv e l i t e r a t u r e on b o th s u b j e c t s , develop a l i s t
o f l e a d e r s h i p t r a i t s which would d i s t i n g u i s h l e a d e r s from f o l lo w e r s .
S t o g d i l l d id i d e n t i f y s e v e r a l q u a l i t i e s o r p e r s o n a l i t y c h a r a c t e r i s
t i c s which were m a n i f e s te d by l e a d e r s . What he cou ld no t do was to
d e te rm in e t h a t t h e s e l e a d e r s h i p q u a l i t i e s w ere d e m o n s tra ted o n ly by
d e s ig n a te d l e a d e r s . I n s t e a d , S t o g d i l l found t h a t l e a d e r s h ip q u a l i
t i e s were e x p re s s e d i n v a ry in g d e g re e s a t a l l m a n a g e r ia l l e v e l s . The
th e o r y t h a t l e a d e r s h i p a b i l i t y was th e p r o p e r ty o f a chosen few was
n o t s u b s t a n t i a t e d .
S i t u a t i o n a l l e a d e r s h i p t h e o r y e m p h a s iz e d th e in f lu e n c e o f th e
env ironm en t on th e b e h a v io r o f th e l e a d e r . The env ironm ent in c lu d e d
t h e s i t u a t i o n , t h e t a s k t o be a c c o m p l i s h e d , and t h e p e r s o n n e l i n
v o l v e d , a s w e l l a s t h e g o a l s and o b j e c t i v e s o f t h e l e a d e r and t h e
o r g a n i z a t i o n . F i e d l e r ' s (1967) c o n tin g e n cy l e a d e r s h i p model r e l a t e d
th e l e a d e r ' s a c t i o n s b o th to i n t e r a c t i o n s w i th h i s o r h e r f o l l o w e r s
and t o t h e r e q u i r e m e n t s o f t h e t a s k t o be a c c o m p l i s h e d . L a t e r ,
F i e d l e r and Chemers (1974) p o s tu l a t e d t h a t no s in g l e l e a d e r s h ip s t y l e
would be a p p r o p r i a t e in a l l c a s e s . The a d a p t iv e l e a d e r would tend to
m odify h i s o r h e r m a n a g e r ia l s t y l e to f i t th e needs o f th e p a r t i c u l a r
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
s i t u a t i o n .
The l i f e - c y c l e , t h r e e - d i m e n s i o n a l , s i t u a t i o n a l l e a d e r s h ip model
d e v e lo p e d by H e rs e y and B l a n c h a r d (1972) was an a t t e m p t t o r e s o l v e
t h e i s s u e o f p o l a r i z a t i o n i n l e a d e r s h i p t h e o r y . T h i s p o l a r i z a t i o n
took th e form o f d iv id in g l e a d e r s o r m anagers i n to one o f two c a te g o
r i e s : t a s k - o r i e n t e d o r p e o p l e - o r i e n t e d . Thornton and Byham (1982)
d e c r i e d th e tendency f o r management to s e p a r a te th e two o r i e n t a t i o n s ,
t a s k and p e o p le , when r e a l w o r ld s i t u a t i o n s in c lu d e i n t e g r a t i o n o f
b o th v ie w p o in t s (H erzberg , 1982).
L e a d e r s h ip E xp ressed Through P e r s o n a l i t y
L e a d e rsh ip i s p e rc e iv e d o u tw a rd ly as th e c o l l e c t i v e a t t r i b u t e s
o f a l e a d e r ' s p e r s o n a l i t y ( B a s s , 1981) . B ass n o t e d f u r t h e r t h a t a
l e a d e r ' s i n n e r q u a l i t i e s — v a l u e s , d r i v e t o a c h i e v e g o a l s , s e n s e o f
r e s p o n s i b i l i t y , s e l f - c o n f i d e n c e , p a t i e n c e , v e r s a t i l i t y , and h i g h
t o l e r a n c e f o r u n c e r t a i n t y and a m b ig u i ty — a re a l s o g e n e r a l l y communi
c a t e d t o t h e o u t s i d e w o r l d t h r o u g h h i s o r h e r p e r s o n a l i t y . M a jo r
p e r s o n a l i t y t h e o r i e s and th e m ost f r e q u e n t l y used p e r s o n a l i t y a s s e s s
ment i n s t r u m e n ts w i l l each be rev ie w e d in th e n ex t s e c t io n .
P e r s o n a l i t y Theory and Assessment
The m ajor p e r s o n a l i t y t h e o r i e s have been e n u n c ia te d by dominant
f i g u r e s in th e f i e l d s o f m ed ic in e , p s y c h ia t r y , and psychology. Seven
o f t h e m o s t o u t s t a n d i n g a r e F r e u d , J u n g , E y s e n c k , M u rra y , M aslow ,
A l l p o r t , and C a t t e l l (Hergenhahn, 1980, 1984). P e r s o n a l i t y m easure
m en t i n s t r u m e n t s w e re d e v e lo p e d e i t h e r by t h e m a jo r t h e o r i s t s
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
th e m s e lv e s o r by t h e i r s tu d e n t s in o r d e r to a s s e s s i n d iv id u a l d i f f e r
ences and i d e n t i f i a b l e c h a r a c t e r i s t i c s o f c e r t a i n t a r g e t p o p u la t io n s .
T ab le 1 l i s t s 12 p e r s o n a l i t y a s se s sm e n t in s t r u m e n ts , th e f i r s t 10 o f
which a r e th o se m ost f r e q u e n t l y used t o a s s e s s p e r s o n a l i t y d i f f e r
e n c e s . The r a n k i n g i s b a s e d on t h e f r e q u e n c y o f u s e r e p o r t e d by
Buros (1975, 1978) and by th e Buros I n s t i t u t e (1985). None o f th e 10
was s e l e c t e d f o r u s e a t t h e DSMC b e c a u s e m o s t w e re d e v e lo p e d t o
e v a l u a t e a b n o rm a l i n d i v i d u a l s i n c l i n i c a l s e t t i n g s i n s u p p o r t o f
m e d ic a l d iag n o se s o r p s y c h i a t r i c a n a ly s e s . Both in s t r u m e n ts used a t
t h e DSMC, t h e MBTI and t h e HBDI, w e re d e v e lo p e d f o r a p p l i c a t i o n t o
p o p u la t io n s o f n o rm al , h e a l t h y a d u l t s .
F reud and H is P s y c h i a t r i c o r C l i n i c a l I n te r v ie w
Freud was a p h y s ic ia n t r a i n e d i n p s y c h ia t r y . Though Freud was
th e f i r s t m ed ic a l p r o f e s s i o n a l to r e c o g n iz e th e e x i s t e n c e and im por
t a n c e o f th e u n c onsc ious m ind, he c o n s id e re d h i s p a t i e n t s a n i m a l i s t i c
i n n a tu r e . Freud v iew ed an i n d i v i d u a l ' s p e r s o n a l i t y as a f u n c t io n o f
i n s t i n c t i v e d r iv e s which p ro g re s s e d from ch ild h o o d to a d u l t s t a t u s .
He was conv inced t h a t a human b e in g reached maximum m en ta l c a p a c i ty
s i m u l t a n e o u s l y w i t h s e x u a l m a t u r i t y (L a u z a n , 1962; Munn, 1966) .
Freud used th e c l i n i c a l i n t e r v i e w a s h i s p r e f e r r e d method o f p a t i e n t
t r e a t m e n t .
R o r s c h a c h 's P r o j e c t i v e T e s t
R orschach c o n s id e re d h i m s e l f an a d h e re n t o f th e F re u d ia n sc hoo l
o f p s y c h o lo g y . He d e v i s e d a p r o j e c t i v e t e s t , t h e R o r s c h a c h ( I t e m 4
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
Reproduced
with perm
ission of the
copyright ow
ner. Further
reproduction prohibited
without
permission.
M a tr ix o f P e r s o n a l i t y A ssessm en t I n s t r u m e n ts
I te m P e r s o n a l i t yin s t r u m e n ts
Number o f r e f e r e n c e s 1965—197l a
Rank3Number o fr e f e r e n c e s1977-1984b
Rankb D ev e lo p m en ta lb ase
A reas o f a p p l i c a t i o n
Rem arks
I . M in n eso ta M u lt ip h a s ic P e r s o n a l i t y I n v e n to r y (MMPI), 19A3
772 1 339 1E m p ir ic a l , p s y c h i a t r i c ; H athaw ay & M cK inley (1 9 5 1 )
P r im a r i l y c l i n i c a l
C o m p u te r ize d s c o r in g by C o n s u l t i n g P s y c h o lo g i s t s P re s s
2 . S ix te e n P e r s o n a l i t y F a c to r Q u e s t io n n a i r e (16PFQ ), 19A9
370 2 67 1 3 .5E m p ir ic a l , F re u d & Ju n g ; C a t t e l l , E b e r , & T a tsu o k a (1 9 7 0 )
C l i n i c a l and n orm al
One o f 2 p e r s o n a l i t y i n v e n t o r ie s w i th so u n d p s y c h o lo g ic a l b a s e Lanyon & G o o d s te in (1 9 8 2 )
3. Edw ards P e r s o n a l i t y P r e fe r e n c e S c h e d u le (E P P S ), 1953
33A 3 16 >50M u rra y 's P e r so n o lo g y ; Edw ards (1 9 5 3 )
Normal M inim al u se
4 . R o rs c h a c h , 1921 329 4 79 9 .5 F re u d ia n P sy c h o lo g y ; R o rsc h ac h (1 9 8 5 )
C l i n i c a l ;p e r s o n a l i t y
P r o j e c t i v e
5 . C a l i f o r n i a P s y c h o lo g ic a l I n v e n to ry (C P I ) , 1956
281 5 61 1 6 .5 E m p ir i c a l ; Gough (1 9 6 8 )
N orm al and c l i n i c a l
C o m p u te r iz e d s c o r i n g by C o n s u l t i n g P s y c h o lo g i s t s P r e s s
6 . B e n d e r - G e s t a l t , 1938 220 6 65 15 G e s t a l t P sy c h o lo g y ; B e n d e r -G e s ta l t T e s t (1 9 8 5 )
C h ildp s y c h o lo g y
P r o j e c t i v e
7 . E y senck P e r s o n a l i t y In v e n to ry ( E P I ) , 1963
217 7 91 8 E m p ir ic a l ;E y se n c k 6 E y sen ck (1 9 6 8 )
C l i n i c a l Used m o s t ly i n G re a t B r i t a i n ; r e p l a c e d M au d sley
8 . T h em atic A p p e rc e p tio n T e s t (TAT), 1935
188 8 51 20 M u r r a y 's P e r s o n o lo g y ; M urray (1 9 3 8 )
Norm al and c l i n i c a l
P r o j e c t i v e ; u s e h a s d e c l in e d ; e v a l u a t i o n d i f f i c u l t
9 . S tu d y o f V a lu e s (S V ), 1931
162 9 7 >50 H u m a n is tic P sy c h o lo g y ; A l l p o r t e t a l . ( 1 9 6 0 )
ho rm a l M in im al u s e
10. M au d sley P e r s o n a l i t y In v e n to r y (M P I), 1959
153 10 32 3 6 .5 E m p ir ic a l , F re u d & J u n g : E y sen ck & E y sen ck (1 9 6 8 )
C l i n i c a l N e u r o t ic is m an d E x t r a v e r s io n s c a l e s o n l y ; r e p l a c e d b y E y se n c k P e r s o n a l i t y I n v e n to r y
11. M y e rs -B rig g s Type I n d i c a t o r (M BTI), 1962
73 2 2 .5 19 50 Ju n g ia n T heory ; M yers (1 9 6 2 )
P e r s o n a l i t y ty p e One o f 2 p e r s o n a l i t y i n v e n t o r i e s w i th so u n d p s y c h o lo g ic a l b a s eLanyon 6 G o o d s te in (1 9 8 2 )
12. H errm ann B ra in Dom inance In s t r u m e n t (HBDI), 1976
Not l i s t e d Not l i s t e d P h y s io lo g ic a l m e ta p h o r; H errm ann (1 9 8 8 )
R i g h t - l e f t b r a i n dom inance
M e ta p h o r ic b r a i n dom inance
a D a ta a r e from P e r s o n a l i t y T e s t s and R eview s I I t by 0 . K. B u ro s ( E d . ) , 1975 , H ig h lan d P a rk , N J: G ryphon P r e s s .
b D a ta a r e from The N in th M en ta l M easurem en ts Y earbook ( V o ls . 1**2), by th e B uros I n s t i t u t e o f M e n ta l M e asu re m e n ts , 1985 , L i n c o ln : U n iv e r s i ty o f N e b r a s k a - L in c o ln .
i n Table 1), to t a p th e unco n sc io u s mind o f th e p a t i e n t . E v a lu a t io n
o f th e t e s t r e s u l t s r e q u i r e s th e e x p e r t i s e o f a c l i n i c a l p s y c h o lo g i s t
(Buros, 1975, 1978). A lthough i t s f requency o f use has d e c l in e d , th e
R o r s c h a c n c o n t i n u e s t o be u s e d p r i m a r i l y i n c l i n i c a l s e t t i n g s
(R o rschach , 1985).
Jung and His P s y c h o lo g ic a l Type Theory
L ike Freud , Jung was a p h y s ic i a n w ith p s y c h i a t r i c t r a i n i n g . In
a d d i t i o n , J u n g 's e d u c a t i o n p r o v i d e d h im w i t h an u n d e r s t a n d i n g o f
p h i l o s o p h y , t h e c l a s s i c s , and E a s t e r n r e l i g i o n s . H is f u n d a m e n ta l
work, P s y c h o lo g ic a l Types (Jung, 1921/1971), l a i d th e groundwork f o r
r e c o g n i t i o n o f th e v a lu e o f i n d iv i d u a l d i f f e r e n c e s and the wide range
o f i n d iv i d u a l ty p e s i n u n d e rs ta n d in g norm al p e r s o n a l i t y , r a t h e r th an
c o n c e n t r a t i o n on th e p rob lem s o f n e u r o t i c s and th e m e n ta l l y i l l .
Jung 's th e o ry o f p e r s o n a l i t y p o s tu l a t e d t h a t p e o p le 's a t t i t u d e s
to w ard l i f e depend upon w h e th e r th e y draw t h e i r m en ta l e n e rg y from
th e i n n e r w or ld o f i d e a s ( i n t r o v e r s i o n ) o r r e c e iv e g r e a t e r s t i m u l a
t i o n from i n t e r a c t i o n w i th o t h e r i n d iv i d u a l s and th e e x t e r n a l e n v i
ronm ent ( e x t r a v e r s io n ) . He p r o p o s e d f o u r m e n t a l f u n c t i o n s , r e p r e
s e n te d on two p o l a r d im e n s io n s : s e n s in g v e rs u s i n t u i t i o n and t h i n k
in g v e r s u s f e e l i n g . P r a c t i c a l , s e n s i n g i n d i v i d u a l s o b t a i n t h e i r
i n f o r m a t i o n f ro m t h e w o r ld a ro u n d th em p r i m a r i l y t h r o u g h t h e f i v e
p h y s i c a l s e n s e s . I n t u i t i v e s t e n d t o i n t e g r a t e known f a c t s w i t h
memory and p r i o r e x p e r ie n c e to produce a b ro ad e r o u t lo o k em bracing
f u tu r e p o s s i b i l i t i e s .
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
The t h i n k i n g - f e e l i n g d ichotom y r e f e r s to the method o f d e c i s io n
making. The th in k in g in d iv i d u a l a r r i v e s a t d e c i s io n s th rough a s t e p -
b y - s t e p , l o g i c a l l y p r o g r e s s iv e p ro c e s s based on e v id e n t f a c t s . The
f e e l i n g p e rso n i s more concerned w i th th e p ro b ab le im pact o f h i s o r
h e r d e c i s i o n s on o t h e r s and t r i e s t o m in im iz e p o s s i b l e a d v e r s e r e
a c t i o n s . The f e e l i n g p e r s o n t e n d s t o be m ore p e o p l e - o r i e n t e d ,
w hereas th e t h in k in g i n d iv i d u a l i s more concerned w i th th e r e q u i r e
m e n ts o f t h e t a s k a t hand t h a n w i t h t h e p e o p le i n v o l v e d . Ju n g d i d
n o t produce an in s t r u m e n t to accompany h i s th eo ry . He, l i k e F reud,
used th e i n t e r v i e w as h i s c u s tom ary method o f t r e a t i n g h i s c l i e n t s .
Eysenck and His P e r s o n a l i t y I n v e n t o r i e s
The M a u d s le y P e r s o n a l i t y I n v e n t o r y ( I t e m 10 i n T a b le 1) was
d e v e lo p e d f ro m E y s e n c k 's w ork w i t h B r i t i s h s o l d i e r s h o s p i t a l i z e d
a f t e r W orld War I I f o r n e u r o t i c and p s y c h o t i c t e n d e n c i e s . The
M a u d s le y p r o v i d e s s c o r e s on o n l y tw o s c a l e s : e x t r a v e r s i o n v e r s u s
i n t r o v e r s i o n , s i m i l a r t o J u n g 's t h e o r y , and n e u r o t i c i s m , c l o s e l y
a l l i e d w i th F reud 's v iew s . The Eysenck P e r s o n a l i t y In v e n to ry ( I tem 7
i n T a b le 1) i s a r e v i s i o n o f t h e M a u d s le y w i t h t h e a d d i t i o n o f a
p s y c h o t ic is m s c a l e , p lu s a s p e c i f i c s c a l e d e v ise d to d e t e c t w he the r
t h e r e s p o n d e n t i n c l u d e d l i e s among h i s a n s w e r s (E y s e n c k & E y s e n c k ,
1968). Both i n s t r u m e n ts a re s u i t a b l e on ly fo r c l i n i c a l use .
Thematic A p p e rc ep t io n T e s t (TAT)
M u rra y (M organ & M u rra y , 1935) o r i g i n a l l y d e v e lo p e d th e TAT
( I t e m 8 i n T a b le 1 ) , a p r o j e c t i v e i n s t r u m e n t , t o i n v e s t i g a t e
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
f a n t a s i e s o r w a k in g d r e a m s . When t a k i n g t h e TAT, t h e p a r t i c i p a n t
v iew s a s e r i e s o f ambiguous p i c t u r e s and i s asked to d e s c r ib e e i t h e r
v e r b a l l y o r i n w r i t i n g h i s i n t e r p r e t a t i o n o f t h e s c e n e . M u rra y
b e l i e v e d t h a t th e p a r t i c i p a n t would i n j e c t h i m s e l f i n to th e r o l e o f
th e p i c t u r e d c h a r a c t e r and would c o n s i s t e n t l y f o l lo w h i s own p e r s o n a l
p r e f e r e n c e s i n f o r e c a s t i n g th e outcome o f th e s to r y . Murray and h i s
m i l i t a r y c o l l e a g u e s ( p s y c h i a t r i s t s and p s y c h o lo g i s t s ) r e p o r t e d a h ig h
r a t e o f s u c c e s s in u s in g th e TAT to a s s e s s th e p o t e n t i a l p e rfo rm ance
o f a g e n t s d u r i n g W o rld War I I (U.S. O f f i c e o f S t r a t e g i c S e r v i c e s ,
1948) .
M u r r a y ’s e d u c a t i o n a t t h e d o c t o r a l l e v e l i n t h e t h r e e p r o f e s
s i o n a l d i s c i p l i n e s o f m e d i c i n e , b i o c h e m i s t r y , and p s y c h o lo g y
(Hergenhahn, 1980) p ro v id ed him w i th an u n u s u a l ly b road background on
w h ic h t o b a s e h i s e v a l u a t i o n s . When M u rra y r e t i r e d f ro m a c t i v e
p s y c h o lo g ic a l p r a c t i c e , th e use o f th e TAT g r a d u a l ly d e c l in e d . More
o v e r , th e TAT i s s u b je c t t o th e m ajo r d i s a d v a n ta g e o f a l l p r o j e c t i v e
t e s t s — i n t e r p r e t a t i o n o f t e s t r e s u l t s i s h e a v i l y d e p e n d e n t on t h e
e v a l u a t i v e s k i l l o f th e t e s t a d m i n i s t r a t o r .
E d w ard s 's P e r s o n a l P r e fe r e n c e Schedule (EPPS)
E d w ard s (1953 ) d e v i s e d t h e EPPS ( i t e m 3 i n T a b le 1) t o a d d r e s s
M urray 's (1938) p e r s o n a l i t y th e o ry th ro u g h th e use o f a n o n p r o je c t iv e
i n s t r u m e n t , r a t h e r th a n w i th th e p r o j e c t i v e TAT. F i f t e e n c o n s t r u c t s
w ere r e f e r e n c e d , i n c lu d in g a c h ie v e m e n t , a f f i l i a t i o n , dom inance, n u r -
t u r a n c e , and a g g re s s io n . The EPPS began to lo s e i t s p o p u l a r i t y a f t e r
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
1970 when Edwards r a d i c a l l y r e v i s e d h i s p s y c h o lo g ic a l base and em
b ra c e d newer p e r s o n a l i t y t h e o r i e s .
S tudy o f V alues (SV)
A l l p o r t ( A l l p o r t , V e rn o n , & L in d z e y , 1960) d e v e lo p e d th e SV
( I te m 9 in Table 1) to im plem ent h i s h u m a n is t ic p e r s o n a l i t y th eo ry .
The SV a d d re s s e s s i x g e n e ra l v a lu e c a t e g o r i e s : t h e o r e t i c a l ( se a rch
f o r t r u t h ) , economic ( p r a c t i c a l ) , a e s t h e t i c ( a r t i s t i c ) , s o c i a l (human
r e l a t i o n s h i p s ) , p o l i t i c a l (p o w e r b a s e ) , and r e l i g i o u s ( h a r m o n io u s
a c t i o n ) . A l l p o r t e m p h a s i z e d t h e u n i q u e n e s s o f t h e i n d i v i d u a l . He
p r e f e r r e d to s tu d y a s i n g l e i n d i v i d u a l ' s p e r s o n a l i t y in d e p th , r a t h e r
th a n t o a t t e m p t g e n e r a l i z a t i o n to g roups (Kergenhahn, 1984), The SV
i s i n f r e q u e n t l y u s e d a s a r e s e a r c h i n s t r u m e n t (B u ro s I n s t i t u t e ,
1985).
B e n d e r -G e s ta l t T e s t
T h i s p r o j e c t i v e t e s t ( I t e m 6 i n T a b le 1) h a s had w id e a p p l i c a
t i o n f o r a s s e s s m e n t o f t h e m o to r , c o g n i t i v e , e m o t i o n a l , and s o c i a l
f u n c t i o n i n g o f young c h i l d r e n , r a n g i n g i n age f ro m 4 t o 14 ( B e n d e r -
G e s t a l t T e s t , 1985).
C a l i f o r n i a P s y c h o lo g ic a l In v e n to r y (CPI)
Gough (1968) deve loped th e CPI ( I te m 5 in Table 1) p r i m a r i l y as
an i n s t r u m e n t to p r e d i c t s o c i a l i n t e r a c t i o n and b e h a v io r among norm al
i n d i v i d u a l s , r a t h e r th an to m easure p e r s o n a l i t y t r a i t s , pe r se. The
v a lu e o f th e CPI as a c l i n i c a l t o o l a p p l i c a b l e to a d o le s c e n t p rob lem s
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
has been r e c o g n iz e d by Baucom (1985), who has compared i t s u se fav o r
a b ly w i th t h a t o f th e w ell-know n M inneso ta M u l t ip h a s ic P e r s o n a l i t y
In v e n to ry .
S ix te e n P e r s o n a l i t y F a c to r Q u e s t io n n a i re (16PFQ)
C a t t e l l ( C a t t e l l , Eber , & Tatsuoka , 1970) used th e tec h n iq u e o f
f a c t o r a n a ly s i s on d a t a from l i t e r a l l y thousands o f p a r t i c i p a n t s in
o r d e r t o d e v e l o p t h e 16PFQ ( I t e m 2 i n T a b le 1 ) , w h ic h he b e l i e v e d
c a p a b le o f i d e n t i f y i n g s e c o n d -o rd e r p e r s o n a l i t y f a c t o r s . Lanyon and
G o o d s t e in (1 9 8 2 ) h a v e a s s e s s e d t h e 16PFQ a s b e i n g one o f o n l y two
p e r s o n a l i t y i n s t r u m e n t s w h ic h a r e b a s e d on sound p s y c h o l o g i c a l
t h e o r y . The M y e r s - B r i g g s Type I n d i c a t o r i s t h e o t h e r i n s t r u m e n t
acco rded t h i s d i s t i n c t i o n .
M inneso ta M u l t ip h a s ic P e r s o n a l i t y In v e n to ry (MMPI)
The MMPI ( i te m 1 in T ab le 1) c o n t in u e s to be th e in s t r u m e n t w i th
t h e h i g h e s t f r e q u e n c y o f u s e . I t i s r a n k e d f i r s t b y B u ro s i n 1975
and a g a i n by t h e B u ro s I n s t i t u t e i n 1985. C l i n i c a l p s y c h o l o g i s t s
Hathaway and McKinley (1951) deve loped th e MMPI as a d i a g n o s t i c to o l
to a id in p a th o l o g ic a l a s se s s m e n t o f m e d ic a l p a t i e n t s w i th p robab le
m en ta l d i s o r d e r s . The MMPI i s c o n s i d e r e d t h e p r e f e r r e d d i a g n o s t i c
t o o l i n c l i n i c a l s e t t i n g s f o r m e n t a l p a t i e n t s . H o w e v er , t h e s u i t
a b i l i t y o f th e MMPI to a s s e s s th e p e r s o n a l i t i e s o f norm al peop le has
been q u e s t io n e d (King, 1978).
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
Maslow
W h ile he d i d n o t d e v e lo p a s p e c i a l i z e d a sse ssm e n t in s t r u m e n t ,
Maslow succeeded A l lp o r t and Murray as th e acknowledged l e a d e r o f th e
h u m a n is t ic schoo l o f psycho logy (Hergenhahn, 1984). A lthough Maslow
(1954) i s p r o b a b l y b e s t known f o r h i s h i e r a r c h y o f n e e d s , h i s l a t e r
c o n t r i b u t i o n s to th e f i e l d o f p e r s o n a l i t y focused on c r e a t i v i t y and
g o a l a c h i e v e m e n t . M aslow (1970) r e d i s c o v e r e d and r e a r t i c u l a t e d
Jun g 's (1939) o r i g i n a l concep t o f s e l f - a c t u a l i z a t i o n , th e in n e r d r iv e
by w h ic h e a c h i n d i v i d u a l c a n becom e m o t i v a t e d to w a r d s u c c e s s f u l
accom plishm en t o f g o a ls .
E v a lu a t io n o f H igh-F requency-o f-U se In s t ru m e n ts
The p o p u l a t i o n u n d e r s t u d y c o n s i s t s o f young t o e a r l y m i d d l e -
ag ed a d u l t men and women t e c h n i c a l l y e d u c a t e d i n e n g i n e e r i n g , t h e
p h y s i c a l s c i e n c e s , o r b u s i n e s s a d m i n i s t r a t i o n . The s e l e c t i o n o f a
p e r s o n a l i t y a s se s sm e n t in s t r u m e n t had to be made w i th r e g a rd to i t s
s u i t a b i l i t y to th e p o p u la t io n under s tudy .
T h re e o f t h e 12 i n s t r u m e n t s l i s t e d i n T a b le 1 a r e p r o j e c t i v e .
T h is m eans t h a t t h e i n t e r p r e t a t i o n o f t e s t r e s u l t s w i l l be h e a v i l y
dependen t upon the e x p e r ie n c e and judgment o f th e t e s t a d m i n i s t r a t o r .
R e p l i c a t i o n w i l l no t be r e a d i l y a c h ie v a b le because a change o f admin
i s t r a t o r s can c h a n g e t h e t e s t r e s u l t s , e v e n w i t h t h e same p a r t i c i
p a n t s and th e same i n s t r u m e n t s . B e c a u s e t h e R o r s c h a c h ( I t e m 4 i n
Table 1), th e B e n d e r -G e s ta l t ( I tem 6), and th e Them atic A ppercep tion
T e s t ( I t e m 8) a r e a l l p r o j e c t i v e t e s t s , t h e y w e re n o t c o n s i d e r e d
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
s u i t a b l e f o r u se i n t h i s s tudy .
T h re e o t h e r i n s t r u m e n t s l i s t e d i n T a b le 1 h a v e b e e n u s e d p r i
m a r i l y in c l i n i c a l (m e d ic a l ) s e t t i n g s and th u s r e q u i r e th e e x p e r t i s e
o f a c l i n i c a l p s y c h o l o g i s t t o c o m p l e t e t h e e v a l u a t i o n o f t e s t r e
s u l t s . The M inneso ta M u l t ip h a s ic P e r s o n a l i t y In v e n to ry ( I te m 1) and
b o th Eysenck in s t r u m e n ts , th e Eysenck P e r s o n a l i t y I n v e n to ry ( I te m 7)
and th e M audsley P e r s o n a l i t y In v e n to ry ( I te m 10), a re c l a s s i f i e d a s
c l i n i c a l in s t r u m e n ts . Thus, th e y a re no t a p p r o p r i a t e f o r th e p opu la
t i o n u n d e r s tu d y . A n o th e r o f t h e i n s t r u m e n t s i n T a b le 1, t h e
C a l i f o r n i a P e r s o n a l i t y In v e n to r y ( I te m 5), i s a l s o f r e q u e n t l y used i n
c l i n i c a l s e t t i n g s , a l th o u g h i t was o r i g i n a l l y deve loped f o r a s s e s s
ment o f no rm a l , h e a l t h y a d u l t s .
Even though C a t t e l l ' s S ix te e n P e r s o n a l i t y F a c to r Q u e s t io n n a i r e ,
l i s t e d as I te m 2 i n Tab le 1, i s h ig h ly r e g a rd e d as a p s y c h o lo g i c a l ly
based in s t r u m e n t , i t cou ld n o t be used because o f th e u n a v a i l a b i l i t y
o f q u a l i f i e d p r a c t i t i o n e r s . The Edwards P e r so n a l P r e fe r e n c e Schedule
( I t e m 3) and t h e S tu d y o f V a lu e s ( I t e m 9) w e re n o t c h o s e n f o r t h i s
s tu d y because t h e i r u se as r e s e a r c h in s t r u m e n ts has become m in im al .
The two in s t r u m e n ts used in t h i s s tu d y a re th e M yers -B r iggs Type
I n d i c a t o r and th e H e r rm a n n B r a i n D om inance I n s t r u m e n t . They w e r e
s e l e c t e d b ecau se b o th i n s t r u m e n ts were deve loped to a s s e s s th e p e r
s o n a l i t i e s o f no rm a l , h e a l th y a d u l t s and because o f th e e x i s t e n c e o f
a f a i r am oun t o f l i t e r a t u r e c o n c e r n i n g t h e i r u s e on v a r i o u s m ana
g e r i a l p o p u la t io n s . The n e x t s e c t i o n w i l l be devo ted to a d e t a i l e d
a n a l y s i s o f each o f th e s e two in s t r u m e n t s — t h e i r deve lopm en t, a p p l i
c a t i o n , v a l i d i t y , and i n t e r c o r r e l a t i o n .
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
26
S e le c te d A ssessm ent In s t ru m e n ts
M yers-B riggs Type I n d i c a t o r (MBTI)
Development o f th e In s t ru m e n t
The need f o r an i n s t r u m e n t to im plem ent th e Ju n g ia n concep t of
p s y c h o l o g i c a l t y p e s was m et when B r i g g s and M yers (M y e rs , 1962)
deve loped th e MBTI, l i s t e d in T ab le 1 as I te m 11. The MBTI p ro v id e s
a means o f i d e n t i f y i n g an i n d i v i d u a l ' s r e l a t i v e p r e f e r e n c e f o r e i t h e r
e x t r a v e r s i o n o r i n t r o v e r s i o n i n h i s o r h e r a t t i t u d e tow ard l i f e , f o r
e i t h e r s e n s in g o r i n t u i t i o n as a means o f r e c e iv i n g in fo r m a t io n from
t h e w o r l d , f o r e i t h e r t h i n k i n g o r f e e l i n g a s a m eans o f d e c i s i o n
making, and f o r e i t h e r judgm ent o r p e r c e p t io n in becoming aware o f
th e o u t s i d e w or ld and d raw ing c o n c lu s io n s from t h i s aw areness . The
a r t i c u l a t i o n o f th e ju d g m e n t- p e rc e p t io n p r e f e r e n c e i s th e m ajor con
t r i b u t i o n m ade by B r i g g s and M yers t o t h e f i e l d o f p s y c h o l o g i c a l
ty p o lo g y (Myers & M cCaulley, 1985).
D e s c r i p t i o n o f th e MBTI Form G
Form 6 o f t h e MBTI c o n s i s t s o f a s e r i e s o f p a i r e d s t a t e m e n t s
p h rase d i n s im p le , s t r a i g h t f o r w a r d , n o n th re a te n in g language . F o llow
i n g f o r c e d c h o i c e p r o t o c o l , t h e p a r t i c i p a n t s e l e c t s one o f t h e two
p a i r e d s t a t e m e n t s b e l i e v e d more n e a r l y r e p r e s e n t a t i v e o f h i s o r h e r
own p o i n t o f v iew . The i n d i v i d u a l ' s s c o re s i n d i c a t e p r e f e re n c e fo r
one o f t h e tw o p o s s i b l e i n d i c e s i n e a c h o f t h e f o u r d i c h o t o m i e s i n
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
Ju n g 's th e o ry . The MBTI m ust be a d m in is t e r e d and scored by q u a l i f i e d
p e r s o n n e l .
MBTI Type D e s c r ip t io n
J u n g ' s p s y c h o l o g i c a l t y p e t h e o r y , a s e x te n d e d by B r i g g s and
Myers (Myers & M cCaulley, 1985), p o s t u l a t e s the e x i s t e n c e o f fou r d i
c h o to m ies w i th r e s p e c t to m en ta l a t t i t u d e and f u n c t io n : e x t r a v e r s io n
(E) v e r s u s i n t r o v e r s i o n ( I ) , s e n s in g (S) v e rs u s i n t u i t i o n (N), th in k
in g (T) v e r s u s f e e l i n g (F ) , and ju d g m e n t ( J ) v e r s u s p e r c e p t i o n (P).
The MBTI s c o r e s i n d i c a t e w h ic h f o u r o f t h e e i g h t i n d i c e s a r e p r e
f e r r e d by t h e i n d i v i d u a l p a r t i c i p a n t . The f o u r p r e f e r r e d i n d i c e s
t r a n s l a t e i n t o t h e p s y c h o l o g i c a l t y p e (M y e rs , 1962). F o r e x a m p le ,
t h e MBTI t y p e d e s i g n a t e d IST J r e p r e s e n t s an i n d i v i d u a l who i s an
i n t r o v e r t ( I ) c o n c e n t r a t in g on th e i n n e r w orld o f id e a s ; who p r e f e r s
p r a c t i c a l , d o w n - t o - e a r t h , s e n s i n g (S) a p p ro a c h e s , l o g i c a l th in k in g
(T), and judgm ent (J ) based on f a c t u a l d a ta . In Table 2, a l l 16 MBTI
p s y c h o l o g i c a l t y p e s h a v e b e e n o r g a n i z e d i n to th e fo rm at d e v is e d by
Myers and r e p r i n t e d by Myers and M cCaulley (1985, pp. 20-21).
V a l i d i t y o f th e MBTI C o n s t ru c t s
L anyon and G o o d s t e in (1 9 8 2 ) r e c o g n i z e d th e sound t h e o r e t i c a l
b a s e o f t h e MBTI, fo u n d e d on J u n g 's (1 9 2 1 / 1971) p s y c h o l o g i c a l t y p e
t h e o r y . C a r ly n (1 9 7 7 ) h a s show n t h a t t h e v a l i d i t y o f t h e MBTI c o n
s t r u c t s com pares f a v o ra b ly w i th s i m i l a r p e r s o n a l i t y v a r i a b l e s m ea
s u r e d by o t h e r i n s t r u m e n t s . C a r l s o n and Levy (1973) p r o p o s e d t h a t
o b s e r v e d b e h a v i o r be u se d t o v a l i d a t e p s y c h o l o g i c a l c o n s t r u c t s .
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
Reproduced
with perm
ission of the
copyright ow
ner. Further
reproduction prohibited
without
permission.
28
Table 2
The 16 MBTI Types With Associated Characteristics
29
C haracteristics frequently a sso c ia te d with each type
S e n s in g T y p e s In tu itive T y p es
I5TJSerious qu>et. e a rn s u c c e s s by concentra tion a n a th o ro u g h n es s P ractica l, orderly, matter-of- lac t. logical, realistic, a n d d e p e n d a o 'e S e e to •! that every th ing is well o rg an iz ed Take responsibility M ake u p tneir ow n m inds a s to w nal sh o u ld o e a c c o m p lish e d a n d work tow ard <t steadily, re g a rd le s s o< p ro te s ts or distractions
ISFJQ uiet, fnendiy. resp o n sib ;e a n d conscientious Work devoted ly to m eet the* obligations te n d stat>M> to any projeet or g roup Thorough, p a instak ing , a c c u ra te Tr-eir in te rests a re usually no t technical C an b e pa tien t witn ne ce ssa ry d e ta J s Loyal, co nsidera te pe rcep tive, c o n c e rn e d witn now otner p e o p le leel
INFJS u c c ee d by p e rse v eran c e , ongm at ty a n d desire lo d o wnatever is n e e d e d or w anted Put tneir b e s t e llorts mlo tneir work Quietly lorcetul. conscien tious, c o n ce rn e d tor o thers R e sp e c te d for their firm principles Likely to be honored and followed tor their c te s t convictions a s lo how b e s t to se rve the com m on good
INTJUsually have ong 'na l m inds a n d g re a t drive for then ow n id e as an d p u rp o se s In fie 'd s tn a i a p p e a l to them, tney have a line pow er to o r g a n z e a job a n d carry it th rough with or w ithout ne ip 5kepticai. critical, in dep en den t, d e term ined , som etim es s tu b b o rn M u s tte a m to yie’d le s s im portant po in ts in o rd e r lo * m the m ost vnportant
ISTPC o d onlookers— qm ei. rese rv e d , obse rv ing and analyzing hie with d e ta c h e d curiosity a n d u n e x p ec ted f lash es ol original hum or Usually in te rested in c a u s e a n d e tfect. how a n d why m echan ica l th ings work, a n d m o rgan iz ing tac ts usm g log ical princip les.
ISFPRetiring, quietly friendly, sensitive, kmd m odest a bo u t tneir abilities Shun d isag reem en ts , d o not fo rce their o p m « n s or va 'u es o n o tn e rs U Suaty d o no t c a r e to read bu t a re often toyat followers O ften relaxed about ge tting th ings done, b e c a u se they enjoy the p rese n t m om ent a n d do no t w ant to spoil it by un d u e h a s te or e x e n o n
INFPPut) of en thusiasm s a n d loyalties, but se ld o m talk of th e se until they know you well Care about ■earning, ideas, la nguage a n d independent p ro jec ts ol their ow n Tend to undertake too m uch, then som ehow ge l it d o n e Fr<ndiy. bu t o tten too a b so rb e d « w hat iney a re dom g to b e soc iab le im ie co n ce rn e d with p o sse ss io n s or p h y sc a f Surrounom gs
INTPQ uiet a n d rese rved E specially enjoy theoretical or scientific pursu its Like solving pro b lem s with lo g c a n d analysis U sually in te res te d ma>nty m id e as , witn iitne Mung for pa rties o r sm all talk Tend lo have sharp ly de fined in te re s ts N eed c a re e rs w here so m e strong in te rest c a n b e u se d a n d usefu l
ESTPG ood a t on -th e -sp o t p rob lem solving D o not worry, en joy w hatever c o m e s a long Tend to ik e m e chan ica l th ings a n d sp o rts , with friends on tne Side A dap tab le , toleran t, generally conservative m values Dislike long ex p ia n a to n s A re b e s t with rea l tnrfigs th a t c a n b e w orked, h a n d led , taken apart, o r p u t toge ther
ESFPO utgoing easygo ing a c c ep tin g fnendiy enjoy every th ing a n d m ake th ings m ore tun for others b y then enjoym ent Like sp o n s a n d making irvngs h a p p e n Know what s gom g on a n d jc*n m e ag e rly Fm d rem em bering fac ts eas-er than m a s te n n g theories Are b e s t in v iu a to n s thai n e e d so u n d com m on se n s e a n d p rac tical at>My with p e o p le a s weu a s with th ings
ENFPWarmly enthusiastic , h-gh-spirited, a -g e n o u s . im aginative Able to do alm ost anything that in te rests them OuiCk witn a solution for any difl-cutty a n d rea d y 13 he lp anyone with a prob lem O tten rely u t their ability lo im provise m siead of prepa rm g in ad v an c e C an usually find com pelling rea so n s for w hatever they want
ENTPQu»ck. ingenious, g o o d a t m any th ings Stimulating com pany, alert a n d ou tsp o k e n May a rg u e lor fun on either Side o t a qu e stio n R esourceful m solving new a n d challeng ing p rob lem s, bu t m ay n e g lec t routine a ssig n m e n ts A pt to turn to o n e new in terest a fter ano ther SkiMul n finding logical re a so n s tor w hat tney w ant
ESTJPrachcaJ. rea listic . m atier-of-tact. with a natural h e ad lor b u s in e s s o r m e ch a rv c s Not in te rested n su b jec ts they s e e n o u se lor, bu t c a n apply them se lves w hen n e c e s sa ry U ke to o rgan ize a n d ru i activities M ay m ake go o d adm inistra tors, e spec ia lly ■> they rem e m o e r to consider o th e rs ' fee lings a n d po in ts of view
ESFJW arm -hearted , talkative, popular, conscien tious, bo rn co o p era to rs , active com m ittee m em bers N e e d harm ony an d m ay b e go o d a t creating it A lways dom g som ething n ice Icr so m eone WOtk b e s t with enco u rag e m en t a n d pra ise Main m e re s t ■$ m th ings m at anec ity a n d visibly atiec t p e o p le s lives
ENFJR esponsive a n d responsib le G enerally leel rea l c on ce rn for w hat o th jr s itvnk or w an . a n d try to handle things with d u e reg a rd lor the other pe rson s fee lings C an p rese n t a proposal or le ad a g roup d isc u ssio n with e a s e and lact Sociab le, popular, sy m p a m e tc Responsive to pra ise a n d criticism
ENTJHearty, frank, decisive, le a d e rs m activities U sually go o d in anything tha t req u ire s reasoning a n d intelligent ta * . su c h a s pub lic sp e ak in g Are usually well inform ed a n d enjoy a d d in g to their fund ol know ledge May so m e tim es a p p e a r m ore positrve a n d confident th a n their e x p e r ien c e «n a n a re a w arrants
N o te . R e p r o d u c e d b y s p e c i a l p e r m i s s i o n o f t h e P u b l i s h e r , C o n s u l t i n g P s y c h o l o g i s t s P r e s s , I n c . , P a l o A l t o , CA 9 4 3 0 6 , f ro m M y e r s - B r ig g s T y p e I n d i c a t o r b y K a t h a r i n e B r i g g s / I s a b e l M y e r s , c o p y r i g h t 1977 . F u r t h e r r e p r o d u c t i o n i s p r o h i b i t e d w i t h o u t t h e P u b l i s h e r ' s c o n s e n t .
Introverts E
xtraverts
Follow ing t h i s gu id an ce , Carskadon (1979) i n v e s t i g a t e d th e d i f f e r e n t
k in d s o f b e h a v io r w hich, on th e b a s i s o f Ju n g ia n type th e o ry , would
be m a n i f e s te d by i n d iv i d u a l s who had been i d e n t i f i e d as i n t r o v e r t s o r
e x t r a v e r t s by t h e MBTI. He fo u n d t h a t p e o p l e , e v e n th o u g h u n
i n s t r u c t e d i n ty p e th e o ry , a r e c o n s i s t e n t l y a b le to i d e n t i f y o t h e r s
h a v in g th e same MBTI type as t h e i r own (Carskadon & Cook, 1982).
Herrmann B r a in Dominance In s t ru m e n t (HBDI)
Development o f th e In s t ru m e n t
The HBDI was d e v e lo p e d by H e r rm a n n (1981 ) t o p r o d u c e a m e t a
p h o r ic model o f th e i n d i v i d u a l ' s p r e f e r e n c e f o r one o r more o f fo u r
ways o f t h in k in g and b e h a v io r . These fo u r modes appear to c o rre sp o n d
g e n e r a l l y to th e m en ta l f u n c t io n s a s s o c i a t e d w i th th e l e f t and r i g h t
c e r e b r a l and l im b ic c o r t i c e s o f th e human b r a i n (S pe rry , 1964). The
c e r e b r a l l e f t c o r t e x (A q u a d ra n t) a p p e a rs to c o rre sp o n d to l o g i c a l ,
m a th e m a t ic a l , and h ig h ly s t r u c t u r e d th in k in g . T h is type o f th in k in g
i s m a n i f e s t e d by such p r o f e s s i o n a l s a s a c c o u n t a n t s , b a n k e r s , e n g i
n e e r s , and l a w y e r s . The lo w e r o r l i m b i c l e f t c o r t e x (B q u a d r a n t )
em braces th e t y p i c a l l y b u r e a u c r a t i c (Weber, 1947) m en ta l a c t i v i t i e s
o f p la n n in g , o r g a n iz in g , and c o n t r o l l i n g . F i r s t - l i n e s u p e r v i s o r s and
m id d le m anagers a r e r e p r e s e n te d in th e B q u a d ra n t . S o c ia l w o rk e rs ,
t e a c h e r s , n u r s e s , and th e c l e r g y tend to be r e p r e s e n te d in th e l im b ic
r i g h t c o r t e x (C q u a d r a n t ) . T h e se p r o f e s s i o n s a r e known f o r t h e i r
i n t e r p e r s o n a l , e m o t i o n a l , and s p i r i t u a l a t t r i b u t e s . The c e r e b r a l
r i g h t c o r t e x (D q u a d r a n t ) i s t h e d o m in a n t p r e f e r e n c e f o r c r e a t i v e ,
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
a r t i s t i c , and h o l i s t i c p eo p le whose ran k s a r e f i l l e d w i th i n v e n t o r s ,
e n t r e p r e n e u r s , r i s k - t a k e r s , and s t r a t e g i c p la n n e r s . They a re c h a ra c
t e r i z e d by i n t u i t i v e and a l t e r n a t i v e t h o u g h t p a t t e r n s l e a d i n g t o
r a d i c a l l y new deve lopm en ts in t h e i r p a r t i c u l a r f i e l d o f endeavor.
D e s c r i p t i o n o f th e HBDI
The HBDI i s "an i n v e n t o r y o f 120 q u e s t i o n s , e a c h w i t h a d o m i
nance t i l t i n t o one o f t h e fo u r q u a d ra n ts r e p r e s e n t i n g b r a i n s p e c i a l
i z a t i o n " (Herrmann, 1981, p. 4). The q u e s t io n s h i g h l i g h t th e a d je c
t i v e s t h a t b e s t d e s c r i b e th e p a r t i c i p a n t ' s c h a r a c t e r i s t i c s and a l s o
p ro v id e a s e l f - r a t i n g on th e p e rfo rm a n c e o f th e t a s k s r e q u i r e d by h i s
o r h e r employment. O ther q u e s t i o n s a r e r e l a t e d to e d u c a t io n a l l e v e l ,
o c c u p a t i o n , and h o b b i e s , a s w e l l a s t h e p h y s i o l o g i c a l f a c t o r s o f
h an d ed n ess , ene rgy l e v e l , and s u s c e p t i b i l i t y to m o tion s ic k n e s s . The
p h ra s e o lo g y o f th e q u e s t io n s has been c a r e f u l l y c o n s id e re d th ro u g h 21
r e v i s i o n s i n o r d e r t h a t th e a p p r o p r i a t e in fo r m a t io n may be o b ta in e d
to c o m p le te th e i n d i v i d u a l ' s b r a i n dominance p r o f i l e . L ike t h e MBTI,
t h e HBDI m ust be a d m in i s t e r e d and sc o re d by q u a l i f i e d p e rso n n e l .
HBDI P r o f i l e D e s c r i p t i o n
HBDI f in d in g s may be g raphed as a q u a d r i l a t e r a l , th e c o rn e r s o f
w h ic h i n d i c a t e t h e l e v e l o f a c t i v i t y w i t h i n e a c h o f t h e f o u r HBDI
q u a d r a n t s , as i l l u s t r a t e d i n F ig u re 1. The s in g l e dominance p r o f i l e s
o f a c c o u n t a n t s (A q u a d r a n t ) , m id d l e m a n a g e rs (B q u a d r a n t ) , s o c i a l
w o rk e rs (C q u a d ra n t ) , and e n t r e p r e n e u r s (D q a a d ra n t ) a re p r e s e n te d i n
F ig u re 1. A lthough th e dom inant q u a d ra n t r e f l e c t s th e i n d i v i d u a l ' s
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
32
0 . 3 CEREBRAL LEFT logoi Analyzer Mathematical Technical Problem Solver
J331y \ 2 2 2 2 / \ s1221>□ w i Q i r a Q r a
CEREBRAL
LEFTMODE
O l 7 ConwoUed Ccnservsiive Planner Organization Adminisirairve LOWER
□ L 8 LEFT
CEREBRA L * 0 RIGHTCreairve
Synthesizer Ariiabe Holistic _
ConcepluaUzer r ^ I |
V '
RIGHTMODE
r s D
rb O
Af s>.1 " 0C> 0N% c?
DOMINANCE. PROFILE
LIMBIC
Inleipoaonal c 7 r ~ | Emotional M' L- 1
Spiritual Talker
LOWER RIGHT R 8 D
r i q D ,
F ig u re 1. Herrmann B ra in Dominance In s t ru m e n t P r o f i l e s .From H e rrm a n n B r a in Dominance In s t ru m e n t (HBDI) C e r t i f i c a t i o n W o rk sh o p M a t e r i a l s ( u n n u m b e r e d h a n d o u t ) b y N. Herrmann, 1987, Lake Lure , NC: Author.
N o te . R e p r o d u c e d b y s p e c i a l p e r m i s s i o n o f t h e p u b l i s h e r , N. Herrmann, B ra in Books, Lake L ure , NC.
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
most p r e f e r r e d way o f t h in k in g , t h a t i n d iv id u a l may have a second, o r
e v e n a t h i r d , d o m in a n t mode. F o r e x a m p l e , e n g i n e e r s , a r c h i t e c t s ,
i n v e n t o r s , and e n t r e p r e n e u r s a re o f t e n dom inant in b o th th e A and D
q u a d r a n t s . T h ese i n d i v i d u a l s c o m b in e t h e i r l o g i c a l , m a t h e m a t i c a l
p r e f e r e n c e s w i th t h e i r c r e a t i v e , i n t u i t i v e , and h o l i s t i c m en ta l func
t i o n s in o rd e r to develop new b u s in e s s e s o r new v e n tu re s .
V a l i d i t y o f th e HBDI C o n s t ru c t s
Bunderson 's (1988) e x te n s iv e v a l i d a t i o n s tu d y o f the HBDI i n t e
g r a t e d th e r e s u l t s o f e a r l i e r s t u d i e s , th e m ost im p o r ta n t o f which i s
Ho's (1988) d o c to r a l d i s s e r t a t i o n , which a d d re s se d th e d im e n s io n a l i t y
and d i s c r i m i n a t i n g power o f t h i s i n s t r u m e n t . Ho used f a c t o r a n a l y s i s
t o a n a l y z e HBDI s c o r e s f ro m a s a m p le o f 5 ,619 men and 2 ,370 women
(1* = 7,989) from th e Herrmann d a ta bank.
T a b l e 3 p r e s e n t s t h e HBDI m ean s c o r e s f o r H o 's s a m p l e
( B u n d e r s o n , 1988) . T hese d a t a show t h a t men a c h ie v e d h i g h e r mean
s c o re s f o r l e f t - b r a i n dom inance, w h i le women were s t r o n g e r in r i g h t
b r a i n dom inance. The mean s c o re d i f f e r e n c e s f o r men and women were
v e r y l a r g e f o r Q u a d r a n ts A and C. Men s c o r e d s u b s t a n t i a l l y h i g h e r
t h a n women in Q u a d ra n t A, w h i l e t h e wom en's mean in Q u a d ra n t C
g r e a t l y exceeded t h a t o f th e men. Mean s c o re s fo r men and women were
e s s e n t i a l l y th e same in Q uadrants B and D.
T a b le 4 p r e s e n t s t h e c o r r e l a t i o n m a t r i x o f t h e HBDI q u a d r a n t
m ean s c o r e s f o r Ho's s a m p le ( B u n d e r s o n , 1988). The tw o l e f t q u a d
r a n t s (A and B) were no t c o r r e l a t e d , w hereas the two r i g h t q u a d ra n ts
(C and D) w e re m o d e r a t e l y c o r r e l a t e d . The o v e r a l l c o r r e l a t i o n
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
34
Table 3
HBDI Mean S co res f o r a Sample o f 7 ,989 Men and Women From Che Herrmann Data Bank
HBDI mean scores
HBDI metaphor
(NMen
= 5,619) (NWomen= 2,370) (N
Total = 7,989)
Left hemisphereA na ly tica l , mathematical Sequential time focus
95.2 81.0 91.0
Right hemisphere S p a t ia l , h o l i s t i c Simultaneous time focus
86.0 102.3 91.0
Quadrant AMathematical, a n a ly t ic a l , lo g ic a l Sequential time o r ie n ta t io n
75.1 53.3 68.6
Quadrant BOrganized, planned, r i s k avoidant P resent o rien ted
68.1 68.8 68.3
Quadrant CBnotional, in te rp e rso n a l , persuasive Past o r ien ted
55.5 74.9 61.2
Quadrant DI n tu i t i v e , innovative, en trep ren eu ria l Future o r ien ted
73.9 79.1 75.5
Note. From "The V a l id a t io n o f th e Herrmann B ra in Dominance I n s t r u m e n t" by C. V. B u n d e r s o n , 1988. In N. H e r rm a n n , The C r e a t i v e B r a i n ( T a b le s A - l t h r o u g h A -5 , pp. 3 4 8 - 3 4 9 ) . Lake L u r e , NC: B r a i n Books.
R e p ro d u c e d with p e rm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
35
Table 4
C o r r e l a t i o n M a tr ix o f HBDI Quadrant Scores f o r a Sample o f 7,989 Men and Women
From th e Herrmann Data Bank
Quadrant A B C D
A 1.00
B .08 l.CO
C - .7 7 - .2 0 1.00
D - .5 3 - .6 8 .38 1.00
L e f t - r i g h t hem isphere c o r r e l a t i o n = - .9 1
Note. From "The V a l id a t io n o f th e Herrmann B ra in Dominance I n s t r u m e n t" b y C. V. B u n d e r s o n , 1988. In N. H e r rm a n n , The C r e a t i v e B r a i n (T ab le A-17, p. 3 73 ) . Lake L u r e , NC: B r a i n Books.
b e tw een th e l e f t and r i g h t h e m isp h e re s was found to be - .91 , a f i n d
ing which im p l i e s t h a t doub le dominance i s much more l i k e l y to occur
w i t h i n h e m isp h e re (e .g ., A and B o r C and D) th a n a c ro s s hem isp h e res
( e . g . , A and D o r B and C). T h i s f i n d i n g i s c o n s i s t e n t w i t h t h e
n e g a t iv e c o r r e l a t i o n s f o r th e A and D q u a d ra n ts (- .54 ) and f o r the B
and C q u a d r a n t s ( - . 2 0 ) . T hese n e g a t i v e c o r r e l a t i o n s i m p ly t h a t
i n d i v i d u a l s a r e u n l i k e l y t o be d o u b le d o m in a n t i n t h e A and D q u a d
r a n t s o r t h e B and C q u a d r a n t s . F o r t h i s s a m p le , a n . i n d i v i d u a l
d o m in a n t i n t h e A q u a d r a n t ( m a t h e m a t i c a l and l o g i c a l ) i s v e r y u n
l i k e l y t o a l s o be dom inan t in th e C q u a d ra n t ( i n t e r p e r s o n a l , p e r s u a
s iv e ) s in c e s c o re s f o r th e s e two q u a d ra n ts were n e g a t i v e l y c o r r e l a t e d
a t - . 7 7 . S i m i l a r l y , t h e n e g a t i v e c o r r e l a t i o n o f t h e B and D
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
q u a d ra n ts (- .68 ) r e f l e c t s th e v e ry low l i k e l i h o o d t h a t doub le domi
n a n c e i n p l a n n e d r i s k a v o id a n c e (3) and e n t r e p r e n e u r i a l i n n o v a t i o n
(D) w i l l occu r i n the same in d iv i d u a l .
B u n d e r s o n (1 9 8 8 ) c o n c lu d e d t h a t t h e c o n s t r u c t v a l i d i t y o f t h e
HBDI had been con firm ed . In a d d i t i o n , he em phasized the v a lu e o f th e
H e r rm a n n c o n c e p t o f t h e " w h o l e - b r a i n e d . . . a s a key f o r p e r s o n a l
g r o w th " (p . 31) b e c a u s e e a c h i n d i v i d u a l ' s d o m in a n c e q u a d r a n t i s an
i n d i c a t i o n o f p r e f e r e n c e , r a t h e r t h a n o f f i x e d d e t e r m i n a t i o n , and
t h e r e f o r e can be re s p o n s iv e to change. F u r th e rm o re , Bunderson p ro
p o s e d t h a t an " i n d i v i d u a l c a n b e n e f i t f ro m r e c o g n i z i n g a r e a s o f
avo id a n c e " (p. 32) and can th e n c o n s c io u s ly m odify h i s o r h e r behav
i o r by p r a c t i c i n g " l e s s p r e d i c t a b l e and l e s s s t e r e o t y p e d m odes o f
t h o u g h t , d e p e n d in g upon t h e s i t u a t i o n " (p. 32 ) . The i n d i v i d u a l c a n
th u s deve lop f a c i l i t y w i th p r e v i o u s ly unaccustomed s t r e n g t h s , such as
i n t e r p e r s o n a l n e g o t i a t i o n s k i l l s .
Using th e MBTI in O r g a n iz a t io n a l S e t t i n g s
S tu d ie s o f MBTI Manager Types
In h i s a s se s sm e n t o f th e MBTI f o r th e N in th M ental M easurements
Yearbook, DeVito (1985) recommended t h a t th e p s y c h o lo g ic a l community
r e c o g n iz e th e v a lu e o f t h i s i n s t r u m e n t fo r s i t u a t i o n s in which p e r
so n a l i n t e r a c t i o n s , p e rs o n n e l c o u n s e l in g , team b u i ld in g , and o r g a n i
z a t i o n a l developm ent were m ajo r concerns .
The f o l lo w in g fo u r s t u d i e s have r e p o r t e d th e r e s u l t s o f a p p ly in g
t h e MBTI t o s p e c i f i c m an a g e m e n t p o p u l a t i o n s . N i d i f f e r (1 9 8 4 )
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
i d e n t i f i e d th e MBTI ty p es f o r program m anagers. DeWald (1986/1987)
a n a ly z e d th e MBTI ty p e d i s t r i b u t i o n s f o r m atched p a i r s o f m i l i t a r y
and c i v i l i a n army e x e c u t iv e s d i r e c t i n g a d e fe n s e i n s t a l l a t i o n . Myers
and M cCaulley (1985) r e p o r t e d th e MBTI ty p es f o r a sample o f managers
and a d m i n i s t r a t o r s i n g e n e ra l b u s in e s s a s s ig n m e n ts . P ic k e r in g (1986)
d e te rm in e d th e MBTI d i s t r i b u t i o n f o r a p o p u la t io n o f s e n io r govern
m en t e x e c u t i v e s . The p e r c e n t a g e s o f e a c h o f t h e MBTI t h i n k i n g -
j u d g i n g (T J) t y p e s , t o t a l T J s , and MBTI e l e m e n t s f o r e a c h o f t h e s e
fo u r s tu d i e s a re p r e s e n te d in Tab le 5.
Program Manager MBTI Types
The purpose o f N i d i f f e r ' s (1984) s tu d y was to i d e n t i f y th e MBTI
ty p e s l i k e l y to be m a n i f e s te d by program m anagers. N i d i f f e r ' s a n a ly
s i s o f t h r e e p r o g ra m m a n a g e r c l a s s e s (1982 t o 1984) i n d i c a t e d t h a t
60% o f t h e s e f u t u r e PMs w ou ld m a n i f e s t o n l y 4 o f t h e 16 MBTI t y p e s .
T h e s e 4 t y p e s a r e IS T J , ESTJ, INTJ, and ENTJ. They h a v e b e e n c a l l e d
" th e l o g i c a l d e c i s i o n m akers" (p. 36) by Myers and McCaulley (1985),
who h a v e d e s i g n a t e d t h e s e t h i n k i n g - j u d g e r s (TJs) as " tough-m inded ,
e x e c u t iv e , a n a l y t i c a l , and i n s t r u m e n ta l l e a d e r s " (p. 36).
The s e n s in g t h in k i n g - j u d g e r s (STJs), a p p ro x im a te ly 40% o f th e PM
s a m p l e , c o u ld be e x p e c t e d t o be r e s p o n s i v e t o p r o p o s a l s p h r a s e d i n
te rm s o f f a c t s , l o g i c , and a n a l y s i s , th e r e s u l t s o f which would show
m e a s u r a b l e b e n e f i t t o t h e PM's o r g a n i z a t i o n . The 20% o f PMs who
m ig h t be i n t u i t i v e t h i n k i n g - j u d g e r s (NTJs) would a l s o be f a v o ra b ly
i n c l i n e d tow ard l o g i c a l a n a l y s i s and o r g a n i z a t i o n a l b e n e f i t s . T h e ir
a d d i t i o n a l s t r e n g t h l i e s i n t h e i r i n t u i t i v e r e c o g n i t i o n o f t h e
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
38Table 5
Percentages o f MBTI Thinking-Judging Types and MBTI Elements in Selected Managerial Populations
MBTItype
1982-1984 DSMC c la s s e s 8
N - 595
M il i ta ry and c i v i l i a n army
executives*’N - 60
Managers and a d m in is t ra to rs0
N - 7,463
Federal execu tives4*
N - 1,394
ISTJ 27.22 30.02 14.92 26.32
ESTJ 13.3 23.3 17.0 12.3
INTJ 11.1 10.0 5.6 14.9
ENTJ 8 .4 16.7 10.1 10.6
T o ta l TJs 60.02 80.02 47.62 64.12
MBTIelement
E 37.52 51.72 56.72 37.02
I 62.5 48.3 43.3 63.0
S 59.2 61.7 56.3 51.1
N 40.8 38.3 43.7 48.9
T 83.7 98.3 61.6 86.4
F 16.3 1.7 38.4 13.6
J 69.4 81.7 69.3 71.9
P 30.6 18.3 30.7 28.1
aFrom "The P e rs o n a l i ty F ac to r: Software Technology and the 'Thinking S ty le s 'o f Program Managers" by R. E. N id i f fe r , 1984, Program Manager, 13(4), 10-18.
^From "Executive P e rs o n a l i ty Types: A Comparison of M i l i t a ry and C iv i l i a nL ea d e rs in a S in g le O rg a n iz a t io n " by J . E. DeWald, 1987, D i s s e r t a t i o n Abs t r a c t s I n t e r n a t io n a l , 47, 2954A.
c From Manual: A Guide to the Development and Use of the Myers-Briggs TypeI n d i c a t o r by I . B. Myers & M. H. M cC aulley , 1985, P a lo A l to , CA: C o n s u l t in gP s y c h o lo g is t s P ress.
^Frora "Managers: Federal Executives" by R. T. P ickering in Myers-Briggs TypeI n d i c a t o r : A t l a s o f Type T ab le s by C. P. M acdaid , M. H. M cCaulley, & R. IKainz, 1986, G a in e sv i l le , FL: Center for A pplica tions o f Psychological Type.
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
p o s s i b i l i t i e s f o r g row th , p r o g r e s s , and expansion which may r e s u l t
from th e id e a s p r e s e n te d to them. These NTJs cou ld be ex p ec ted to be
m o re r e c e p t i v e t o t h e i n t r o d u c t i o n o f new m e th o d s and p r o c e d u r e s ,
e s p e c i a l l y when combined w i t h d e m o n s t ra te d p o t e n t i a l b e n e f i t s t o th e
o r g a n i z a t i o n .
P a i r e d M i l i t a r y and C i v i l i a n E x e c u t iv e s
DeWald (1986/1987) a d m in i s t e r e d th e MBTI to 30 matched p a i r s o f
m i l i t a r y and c i v i l i a n army e x e c u t iv e s in a l a r g e d e fe n se i n s t a l l a
t i o n . The m a j o r i t y o f th e o f f i c e r s w ere f u l l c o lo n e l s , w h i le t h e i r
m atched c i v i l i a n d e p u t i e s h e ld th e c i v i l s e r v i c e g rade o f GM-15. The
d i s t r i b u t i o n s o f t h e MBTI t y p e s and t h e t y p e p r o c e s s e s f o r t h e tw o
k in d s o f e x e c u t iv e s w ere compared. No d i f f e r e n c e was found be tw een
th e d i s t r i b u t i o n s f o r th e m i l i t a r y p a r t i c i p a n t s and th o se f o r t h e i r
c i v i l i a n c o u n t e r p a r t s , a l t h o u g h an i d e n t i f i a b l e d i f f e r e n c e in MBTI
ty p e had b e e n h y p o t h e s i z e d . The p e r c e n t a g e o f t h e m i l i t a r y e x e c u
t i v e s who were t h i n k i n g - j u d g e r s (TJs) was i d e n t i c a l to t h a t f o r th e
c i v i l i a n e x e c u t i v e s a t 80%. As c a n be s e e n i n T a b le 5, t h e t y p e
d i s t r i b u t i o n i n t h e DeWald s t u d y r o u g h l y p a r a l l e l e d t h a t i n t h e
N i d i f f e r (1S84) s t u d y . T h e se f i n d i n g s s u p p o r t t h e a s s u m p t i o n t h a t
t h e g r e a t m a j o r i t y o f m i l i t a r y o r c i v i l i a n e x e c u t i v e s i n p r o g ra m
management a s s ig n m e n ts w i l l be t h in k i n g - j u d g e r s (TJs).
MBTI Types o f Managers and A d m in is t r a to r s
Myers and M cCaulley (1985) p u b l is h e d th e MBTI ty p e d i s t r i b u t i o n
o f a sam ple o f m anagers and a d m i n i s t r a t o r s (If = 7,463) from th e d a t a
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
bank m a in ta in e d by th e C en te r f o r A p p l i c a t io n s o f P sy c h o lo g ic a l Type.
The sam ple c o m prised 56% fem a le s and 44% m ales , th e m a j o r i t y o f whom
w e re i n t h e 18 t o 40 age g r o u p . A bout one t h i r d had e a r n e d c o l l e g e
d e g re e s . A l l w ere employed in g e n e ra l b u s in e s s a s s ig n m e n ts . Each o f
th e 16 MBTI ty p es was r e p r e s e n t e d among th e m anagers in t h i s sam ple ,
i n c lu d in g r e l a t i v e l y h ig h p e rc e n ta g e s o f i n t u i t i v e s (Ns) a t 44%, and
f e e l i n g , c a r in g i n d i v i d u a l s (Fs) a t 38%. T h is i s th e on ly c i t e d MBTI
s t u d y w h e re t h e t h i n k i n g - j u d g e r s ( T J s ) d i d n o t c o n s t i t u t e a c l e a r
m a j o r i t y , b u t o n l y 48% o f t h e g r o u p , a s c a n be s e e n i n T a b le 5. The
s m a l l e r p e rc e n ta g e o f TJs can p ro b a b ly be e x p la in e d by th e f a c t t h a t
t h i s sam ple was 56% fem a le . In W estern c u l t u r e s , more fem a les th a n
m ales ten d to be i n t u i t i v e s (Ns) and f e e l i n g , c a r in g in d iv i d u a l s (Fs)
(A g o r , 1986).
F e d e ra l E x e c u t iv e MBTI Types
The MBTI ty p e s o f s e n io r f e d e r a l c i v i l i a n e x e c u t iv e s (it = 1,394)
w e re a n a l y z e d by P i c k e r i n g (1 9 8 6 ) . T h e se e x e c u t i v e s w e r e 90% m a le
and 10% fem ale . N i n e ty - s ix p e rc e n t w ere c o l l e g e - e d u c a t e d , and 75% o f
t h e s e had p r o f e s s i o n a l t r a i n i n g in law , b u s in e s s , p h y s ic a l s c ie n c e ,
o r e n g i n e e r i n g . F e d e r a l s e r v i c e t i m e r a n g e d f ro m 10 t o 30 y e a r s ,
i n c l u d i n g s u p e r v i s o r y e x p e r i e n c e . Age r a n g e d f rom 35 t o 55 y e a r s .
T h i s p o p u l a t i o n c a n be a s su m e d t o i n c l u d e n o t o n l y c i v i l s e r v i c e
g r a d e s o f GM-15, b u t a l s o m em bers o f t h e s e n i o r e x e c u t i v e s e r v i c e ,
th e h i g h e s t s a l a r i e d f e d e r a l l y g raded em ployees.
S i x ty - f o u r p e rc e n t o f t h i s sa m p le w e re t h i n k i n g - j u d g e r s ( T J s ) .
E ach o f t h e 16 MBTI t y p e s was r e p r e s e n t e d . As c a n be s e e n f rom
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
Tab le 5, t h e t h i n k e r s (Ts) p redom ina te d a t 86%, w h i l e the p e rc e n ta g e
o f f e e l i n g i n d i v i d u a l s (Fs) was nom ina l a t 14%. The number o f s ens
i n g i n d i v i d u a l s (S s ) a t 51% was v e r y c l o s e t o t h e num ber o f i n t u i
t i v e s (Ns) a t 49%. The r e l a t i v e l y h i g h n u m b er o f i n t u i t i v e s g i v e s
s u p p o r t t o A g o r ' s (1986) c o n t e n t i o n t h a t m ore i n t u i t i v e s w i l l be
found among top e x e c u t i v e s , as compared to m id d le managers , because
o f t h e i n t u i t i v e ' s i n n o v a t i v e a b i l i t y t o a d j u s t t o c h a n g i n g c o n d i
t i o n s . The p e r c e n ta g e o f i n t u i t i v e s among t h e t h i n k i n g - j u d g e r s (26%
NTJs) i n t h i s sample i s s i m i l a r to t h o se found by N i d i f f e r (1984) and
DeWald (1986/1987) .
I n t e r c o r r e l a t i o n o f the MBTI With t h e HBDI
S tudy o f I n d u s t r y P r o f e s s i o n a l s
J a m e s (19 8 6 ) r e p o r t e d p r e l i m i n a r y f i n d i n g s o f a l o n g i t u d i n a l
s t u d y o f a s p e c i a l p o p u l a t i o n o f b a n k e rs and chem ica l i n d u s t r y p r o
f e s s i o n a l s (1J = 90). Each o f t h e p a r t i c i p a n t s had been a d m i n i s t e r e d
b o th t h e MBTI and th e HBDI so t h a t each i n d i v i d u a l ' s p r e f e r e n c e s were
known i n t e r m s o f bo th i n s t r u m e n t s . James s e l e c t e d o n ly t hose i n d i
v i d u a l s w i t h s t r o n g p r e f e r e n c e s f o r t h e i r MBTI f u n c t i o n a l e l e m e n t s
(E v s . I , S v s . N, T v s . F, and J v s . P) and s t r o n g p r e f e r e n c e s f o r
one o r more o f t h e HBDI q u a d ra n t s .
As can be seen from Table 6, James (1986) found t h a t t h e s t r o n g
MBTI e x t r a v e r t was m o s t f r e q u e n t l y d o m i n a n t i n HBDI Q u a d r a n t B,
a l t h o u g h Q u a d r a n t s A and D w e r e o n l y s l i g h t l y l e s s f r e q u e n t . The
MBTI e l e m e n t s o f i n t r o v e r s i o n ( I ) , s e n s i n g (S ) , t h i n k i n g (T), and
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
42
Table 6
R e l a t i o n s h i p o f S t rong MBTI and S trong HBDI P r e f e r e n c e s i n a Sample o f 90 Bankers and Chemical
I n d u s t r y P r o f e s s i o n a l s
MBTIelement
Number with
s trong preference
for MBTI element
Strong dominance in HBDI quadrant
A B C D
N % N % N % N %
E 20 12 60.0 14 70.0 8 40.0 12 60.0
I 27 22 81.5 24 88.9 5 18.5 7 25.9
S 45 37 82.2 43 95.6 12 26.7 7 15.6
N 18 8 44.4 6 33.3 10 55.6 18 100.0
T 47 37 78.7 40 85.1 12 25.5 24 51.1
F 10 5 50.0 8 80.0 8 80.0 3 30.0
J 51 44 86.3 47 92.2 11 21.6 15 29.4
P 10 4 40.0 3 30.0 5 50.0 9 90.0
Note. From "The Herrmann, M yers -Br ig gs Connect ion" by U. James , 1986, I n t e r n a t i o n a l B r a in Dominance Review, J3(2), 32-35.
N o t e . The sum o f t h e q u a d r a n t c o u n t s f a a row may e x c e e d t h e t o t a l number o f i n d i v i d u a l s f o r t h a t row because some i n d i v i d u a l s d i s p l a y m u l t i p l e dominance. S i m i l a r l y , the row p e r c e n t s may n o t sum t o 100%.
R e p ro d u c e d with p e rm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
j u d g in g (J) showed h i g h r e p r e s e n t a t i o n i n bo th the A and B HBDI quad
r a n t s ( i . e . , d o u b l e d o m i n a n c e i n A and B). About 70% o f t h e IS T J s
were double dominan t on t h e HBDI A and B q u a d ra n t s . The m a j o r i t y o f
t h e MBTI i n t u i t i v e s (Ns) and p e r c e p t i v e s (Ps ) w e re a s s o c i a t e d w i t h
th e HBDI Quadrant D. The MBTI f e e l i n g i n d i v i d u a l s (Fs) showed h i g h
e s t r e p r e s e n t a t i o n i n t h e HBDI C q u a d r a n t , as expe c te d , bu t t ended to
show d o m i n a n c e i n t h e B q u a d r a n t a s w e l l , r e s u l t i n g i n p r o b a b l e
doub le dominance i n b o t h t h e B and C q u a d r a n t s .
Study o f H e a l t h Care P r o f e s s i o n a l s
Ford (1988a) conduc ted an a n a l y s i s o f t h e r e l a t i o n s h i p be tween
the MBTI and t h e HBDI on a sample o f 51 fe m a le s tu d e n t o c c u p a t i o n a l
t h e r a p i s t s . The f o u r most r e p r e s e n t a t i v e MBTI types were ENFJ, ESTJ,
ENFP, and INFP. T h e s e f o u r t y p e s a c c o u n t e d f o r 61% o f t h e s a m p l e .
According t o type t h e o r y , t h e MBTI t h i n k i n g - f e e l i n g (TF) d ichotomy i s
a m e a s u r e o f j u d g m e n t and t h e s e n s i n g - i n t u i t i o n (SN) s c a l e i s a
measure o f p e r c e p t i o n . Thus, Ford i n v e s t i g a t e d t h e r e l a t i o n s h i p o f
t h e f o u r MBTI f u n c t i o n s (S, N, T, and F) and t h e i r c o r r e s p o n d i n g
f u n c t i o n a l groups (ST, SF, NT, and NF) t o HBDI h e m i s p h e r i c dominance.
Fo rd 's r e s u l t s a r e p r e s e n t e d i n Table 7 and summarized i n Table 8.
As c a n be s e e n f r o m T a b l e 8 , F o r d ( 1 9 8 8 a ) fou n d t h a t i n t u i t i o n
(N), f e e l i n g (F ) , a n d , t o a l e s s e r e x t e n t , t h i n k i n g (T) a p p e a r t o be
a l i g n e d w i t h t h e r i g h t h e m is p h e re , w h i l e s e n s i n g (S) i s somewhat more
s t r o n g l y a s s o c i a t e d w i t h the l e f t hemisphere . The NF c om bina t ion , i n
p a r t i c u l a r , i s s t r o n g l y o r i e n t e d to t h e r i g h t h e m is p h e re , w i t h more
th an t w i c e as many dominan t i n t h e r i g h t than i n the l e f t and w i t h 14
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
44
Table 7
HBDI P r e f e r e n c e s f o r the Most F re quen t MBTI Types and S e l e c t e d MBTI E lem en ts and Groups Among
51 Female S tude n t O c c u p a t io n a l T h e r a p i s t s
MBTI HBDI dominance
Type N %
L e f themisphe re
A B AB ABCD BC BCD
Righthemisphere
C D CD
ENFJ 10 19 .6 1 9
ESTJ 8 15.7 2 1 1 4
ENFP 7 13.7 1 1 2 3
INFP 6 11 .8 1 1 1 1 2
Element A B AB ABC ABCD BC BD ACD BCD C D CD
S 20 39 .2 3 3 1 1 3 2 1 2 4
N 31 6 0 .8 1 1 2 1 3 5 1 2 15
T 16 25 .0 2 1 1 1 6 5
F 35 68 .6 1 2 4 2 6 1 1 1 1 2 14
Group A B AB ABC ABCD BC BD ACD BCD c D CD
ST 11 21 .6 2 1 1 1 2 4
SF 9 17 .6 1 2 1 3 1 1
NF 26 51 .0 1 1 2 1 3 1 1 2 14
NT 5 9 .8 4 1
N o t e . D a ta a r e f rom " C o g n i t i v e P r e f e r e n c e s and P e r s o n a l i t y Type: F u r t h e r E v i d e n c e f o r a R e l a t i o n s h i p " by L. J . F o r d , 1988, I n t e r n a t i o n a l B r a in Dominance Review, 5(2) , 15-21.
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
45
Table 8
HBDI Hemispheric P r e f e r e n c e s f o r the Most Frequen t MBTI Types and S e l e c t e d MBTI Elements and Groups
Among 51 Female S tude n t O ccupa t iona l T h e r a p i s t s
MBTI HBDI dominance
Type N %
L e f themisphere
N %
Righthemisphere
N %
ENFJ 10 19.6 1 10.0 9 90.0
ESTJ 8 15 .7 4 50.0 5 62.5
ENFP 7 13.7 1 14.3 7 100.0
INFP 6 11 .8 4 66.7 4 66.7
Element
S 20 39 .2 15 75.0 13 65.0
N 31 60 .8 13 41 .9 27 87.1
T 16 25 .0 10 62.5 12 75.0
F 35 68 .6 18 51 .4 28 80.0
Group
ST 11 21 .6 7 63.6 8 72.7
SF 9 17 .6 9 100.0 6 66.7
NF 26 51 .0 9 34.6 22 84.6
NT 5 9 .8 4 80 .0 5 100.0
N o t e . D a t a a r e f ro m " C o g n i t i v e P r e f e r e n c e s and P e r s o n a l i t y Type: F u r t h e r E v i d e n c e f o r a R e l a t i o n s h i p " by L. J . F o r d , 1988 I n t e r n a t i o n a l B r a in Dominance Review, 5(2) , 15-21.
N o t e . The l e f t and r i g h t h e m i s p h e r e c o u n t s may e x c e e d t h e t o t a l n u m b e r o f i n d i v i d u a l s f o r e a c h row b e c a u s e some i n d i v i d u a l s a r e c r o s s - h e m i s p h e r i c d o u b l e d o m i n a n t . S i m i l a r l y , t h e l e f t and r i g h t h e m isphe re p e r c e n ta g e s may n o t sum t o 100%.
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
o f t h e 26 NFs d o u b l e d o m i n a n t i n Q u a d r a n t s C and D. The m a j o r i t y
(58%) o f p a r t i c i p a n t s who were among the f o u r most r e p r e s e n t e d MBTI
ty p e s showed double dominance i n the HBDI C and'D q u a d ra n t s .
On t h e b a s i s o f h e r r e s e a r c h , F o rd (1988a ) c o n c l u d e d t h a t t h e
MBTI and the HBDI measure s i m i l a r phenomena. She has s ugges ted th e
p o s s i b i l i t y t h a t t h e two m o d e l s m i g h t be i n t e g r a t e d t o t h e e x t e n t
t h a t p e r s o n a l i t y i t s e l f c o u l d be c o n s i d e r e d a p a r t o f c o g n i t i o n ,
r a t h e r t h a n a s e p a r a t e p s y c h o l o g i c a l c o n c e p t . F o r d h a s f u r t h e r
s u g g e s t e d t h a t t h e HBDI q ua d ra n t s m ig h t be s u b t i t l e d w i t h MBTI func
t i o n a l e l e m e n t s .
Physiological Basis for the MBTI
Newman's (1984/1985) d o c t o r a l r e s e a r c h c o n s i s t e d o f a s tu d y o f
the c o r r e l a t i o n o f e l e c t r o e n c e p h a l o g r a p h i c (EEG) a c t i v a t i o n o f t h e
b r a i n ' s c o r t i c e s w i t h m e n ta l a c t i v i t y a p p r o p r i a t e f o r MBTI c o g n i t i v e
f u n c t i o n s . His s u b j e c t s c o n s i s t e d o f 27 male r i g h t - h a n d e d p a r t i c i
p a n t s , i n c l u d i n g 9 p r a c t i c i n g a t t o r n e y s and 18 c e ram ic a r t i s t s . The
MBTI t y p e t a b l e f o r t h i s g r o u p i s shown i n T a b l e 9. The MBTI t y p e s
most r e p r e s e n t a t i v e o f the 27 p a r t i c i p a n t s were INTJ and INFP.
EEG d a t a were r e c o r d e d from s c a l p e l e c t r o d e s p l a c e d a t c e n t r a l ,
p a r i e t a l , and t em p o ra l e x t e r n a l l o c a t i o n s on the l e f t and r i g h t s i d e s
o f each p a r t i c i p a n t ' s head wh i le he per fo rmed a s e t o f t a s k s . These
t a s k s c o n s i s t e d o f a n e u t r a l t a s k ( a t t e n t i o n to b r e a t h i n g ) used as a
base r e f e r e n c e , f o l l o w e d by f i v e c o g n i t i v e t a s k s : two v e r b a l (copy
ing t e x t and w r i t i n g - f r o m - m e m o ry ) ; two s p a t i a l ( m i r r o r d raw ing and
b l o c k d e s i g n ) ; and one t e s t , a w o r d - s h a p e - s o r t i n g t e s t (WSST),
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
47Table 9
MBTI Type Tab le f o r a Sample o f 27 Male A t t o rn e y s and Ceramic A r t i s t s
SENSING TYPES INTUITIVE TYPESwith THINKING with FEELING with FEELING with THINKING
ISTJ ISFJ INFJ INTJN = 2 %= 7 .4
N = 1 %= 3 .7
N = 1 %= 3.7
N = 5 % = 18.5
ISTP ISFP INFP INTPu - 0 % = 0 . 0
N = 0 % = 0 . 0
N = 5 % = 18 .5
N = 4 % a 14 . 8
ESTP ESFP ENFP ENTPN = 0 % = 0 . 0
N = 1 % = 3 .7
N = *% = 14 .8
N = 3
ESTJ ESFJ ENFJ ENTJN = 0 %= 0 . 0
N * 0 %« 0 . 0
N * 1 3 .7
N > 0% a 0 . 0
Coozo
o<m3D(/»
302
<
30nmTJ
mX
><
coozo
E 9 33 .31 18 66 .7
S 4 14 .8N 23 8 5 .2
T 14 51 .9F 13 48 .1
J 10 37 .0P 17 6 3 .0
1 J 9 33 .31 P 9 3 3 .3EP 8 2 9 .6EJ 1 3 .7
ST 2 7 . 4SF 2 7 . 4NF 11 4 0 .7NT 12 4 4 .4
SJ 3 11.1SP 1 3 .7NP 16 59 .3NJ 7 2 5 .9
TJ 7 2 5 .9TP 7 2 5 .9FP 10 37 .0FJ 3 11 .1
1 N 15 55 .6EN 8 2 9 .61 S 3 11 .1ES 1 3 .7
Note. Data a r e f rom "Hemisphere S p e c i a l i z a t i o n and J u n g ia n Typology: E v i d e n c e f o r a R e l a t i o n s h i p " (p. 107 , T a b l e 5, m o d i f i e d ) by J . B. Newman, 1985, D i s s e r t a t i o n A b s t r a c t s I n t e r n a t i o n a l , 46, 761B-762B.
R e p ro d u c e d with p e rm iss ion of th e copyrigh t ow ner. F u r th e r rep roduction prohibited w ithout perm iss ion .
48
s p e c i a l l y d e s i g n e d f o r Newman's ( 1 9 8 4 / 1 9 8 5 ) r e s e a r c h , t o i n d i c a t e
e i t h e r a v e r b a l o r a s p a t i a l approach to problem s o lv i n g .
The mean a lp h a asymmetry r a t i o s ( r i g h t over l e f t ) f o r the tempo
r a l l o b e s a r e shown i n Table 10. As can be seen , t h e r e i s a c o n s i s t
e n t d i r e c t i o n o f e f f e c t f o r a l l t a s k s f o r bo th t h e SN and TF p r e f e r
e n c e s —h i g h e r r a t i o s f o r the i n t u i t i v e and t h i n k i n g groups and lower
r a t i o s f o r the s e n s i n g and f e e l i n g groups. Th is t r e n d was a l s o found
f o r t h e p a r i e t a l and c e n t r a l EEG a l p h a r a t i o s , b u t was much l e s s
pronounced .
Table 10
Temporal Lobe Mean Alpha R a t io s f o r a Sample o f 27 A t t o rn e y s and Ceramic A r t i s t s C l a s s i f i e d
by th e MBTI SN and TF Sca le s
I n d i v i d u a l t a s k s
MBTIelement N
Base Verbal S p a t i a lProblems o l v i n g
B r e a th i n g Copy Wri teM ir ro r
drawing Blocks WSST
N 23 0.97 0 .9 4 1.38 0.96 0.91 0.83
S 4 0.75 0.78 1.03 0.68 0 .6 4 0 .5 3
T 14 0 .99 0.97 1.24 0 .94 0.86 0 .86
F 13 0 .8 6 0 .88 1.08 0.88 0 .9 0 0 .7 0
N o t e . From " H e m i s p h e r e S p e c i a l i z a t i o n and J u n g ia n Typology: E v i d e n c e f o r a R e l a t i o n s h i p " (p. 120, T a b l e 6, m o d i f i e d ) , by J . B. Newman, 1985, D i s s e r t a t i o n A b s t r a c t s I n t e r n a t i o n a l , 46, 761B-762B.
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
R e g r e s s i o n a n a l y s e s p e r f o r m e d on t h e t e m p o r a l a l p h a r a t i o s
showed s i g n i f i c a n t l y h i g h e r r a t i o s f o r N over S on t h e t h r e e t a s k s of
b r e a t h i n g , w o r d - s h a p e - s o r t i n g , and m i r r o r d r a w i n g . A h i g h e r r a t i o
f o r T ove r F was found o n ly f o r t h e m i r r o r d raw ing t a sk .
S i n c e a l p h a i s c o n s i d e r e d t o be i n d i c a t i v e o f a r e s t i n g s t a t e
and t h e b l o c k i n g o f a l p h a an i n d i c a t i o n o f a r o u s a l , h i g h e r a l p h a
asymmetry r a t i o s shou ld r e f l e c t r e l a t i v e l y g r e a t e r l e f t h e m i s p h e r e
a c t i v a t i o n , w h i l e l o w e r r a t i o s i n d i c a t e r e l a t i v e l y g r e a t e r r i g h t
h em isphe re a c t i v a t i o n (Newman, 1984/1985). Thus, t h e h i g h e r r a t i o s
f o r N ove r S and T over F i n d i c a t e r e l a t i v e l y g r e a t e r l e f t hemisphere
a c t i v a t i o n f o r Ns and Ts on th e t h r e e s i g n i f i c a n t t a s k s .
N e w m a n ' s . ( 1 9 8 4 / 1 9 8 5 ) r e s e a r c h c o n f i rm e d h i s g e n e r a l h y p o t h e s i s
t h a t i n t u i t i v e s (Ns) would show a b r a i n hem isphe re p a t t e r n d i f f e r e n t
f ro m t h a t o f s e n s i n g (S s ) i n d i v i d u a l s . H i s f i n d i n g s showed t h a t
i n t u i t i v e s d i s p l a y e d g r e a t e r l e f t , r a t h e r t h a n t h e e x p e c t e d r i g h t ,
h e m is p h e re a c t i v i t y . Thi s f i n d i n g a ppe a r s t o c o n t r a d i c t t h e Herrmann
(1988) metaphor o f i n t u i t i o n be ing a dominant c h a r a c t e r i s t i c o f the D
o r upper r i g h t c e r e b r a l HBDI quad ran t .
Newman (1984/1985) advoca ted t h e s e f i n d i n g s as j u s t i f i c a t i o n f o r
a "broad n e u r o l o g i c a l b a s i s f o r Jung 's t h e o r y o f p s y c h o l o g i c a l types"
(p. x i ) . He recommended t h a t a d d i t i o n a l r e s e a r c h be conducted to i n
v e s t i g a t e t h e p o s t u l a t e d n e u r o l o g i c a l - J u n g i a n i n t e g r a t e d base.
Summary of Literature Review
The review begins with a discussion of the most popular theories
of leadership. Because leadership is perceived as the outward
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
e x p r e s s i o n o f p e r s o n a l i t y (Bass, 1981), t h e major p e r s o n a l i t y t h eo
r i e s a r e a l s o p r e s e n t e d .
N e x t f o l l o w s a d i s c u s s i o n o f t h e m os t p o p u l a r p e r s o n a l i t y
a s s e s s m e n t i n s t r u m e n t s . Ranking o f t h e i n s t r u m e n t s shown i n Table 1
h a s c h a n g e d o v e r t h e d e c a d e b e t w e e n 1975 and 1985. I n g e n e r a l , t h e
c h a n g e s i n r a n k h a v e r e s u l t e d f ro m r e d u c e d f r e q u e n c y o f u s e f o r
p r o j e c t i v e and c l i n i c a l i n s t r u m e n t s , because the i n t e r p r e t a t i o n of
r e s u l t s r e q u i r e s p r o f e s s i o n a l p s y c h o l o g i c a l e x p e r t i s e . Emphasis has
s h i f t e d t o a s s e s s m e n t i n s t r u m e n t s s p e c i f i c a l l y des igned f o r use w i t h
n o r m a l , h e a l t h y a d u l t s , s u c h a s t h e M y e r s - B r i g g s Type I n d i c a t o r
(MBTI) and t h e H e r rm a n n B r a i n D om inance I n s t r u m e n t (HBDI), b o t h o f
which a r e used in t h i s s tudy .
P r i o r s t u d i e s u s i n g t h e s e two i n s t r u m e n t s a r e d e s c r i b e d i n
d e t a i l . Four s t u d i e s o f MBTI d i s t r i b u t i o n s f o r m a n a g e r i a l p o p u l a
t i o n s i n v a r i o u s s e t t i n g s a r e d i s c u s s e d . The most p rominen t r e s u l t
f o r t h e s e m a n a g e r i a l g r o u p s i s t h e p r e v a l e n c e o f t h i n k i n g - j u d g i n g
t y p e s ( T J s ) , e s p e c i a l l y i n g r o u p s w h i c h a r e p r e d o m i n a n t l y m a l e .
N i d i f f e r (1984) found 60% TJs i n a group o f program manager s t u d e n t s
i n 1 9 8 2 - 1 9 8 4 DSMC c l a s s e s . D e W a ld ' s ( 1 9 8 6 / 1 9 8 7 ) s t u d y o f p a i r e d
m i l i t a r y and c i v i l i a n male e x e c u t i v e s showed 80% TJs , i d e n t i c a l f o r
b o t h m i l i t a r y and c i v i l i a n p a r t i c i p a n t s . The g e n e r a l m a n a g e r i a l
g r o u p i n t h e M yers and M c C a u l l e y (1985) s t u d y c o n s i s t e d o f 48% T Js .
T h i s g r o u p was t h e o n l y one o f t h e f o u r s t u d i e s w h i c h was p r e
d o m i n a n t l y f e m a l e . P i c k e r i n g (1986) fo u n d 64% T J s i n h i s s t u d y o f
f e d e r a l e x e c u t i v e s .
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
Evidence f o r c o r r e l a t i o n be tween the MBTI and th e HBDI i s exam
ined . S t u d ie s by Ford (1988a) , James (1986), and Newman (1984/1985)
s u p p o r t the a s su m p t io n t h a t a h igh deg re e o f c o r r e l a t i o n appears t o
e x i s t be tween the p e r s o n a l i t y c h a r a c t e r i s t i c s p e r t i n e n t t o i n d i v i d u a l
HBDI q u a d r a n t s and p a r t i c u l a r MBTI t y p e s and t y p e f u n c t i o n s . F o r d
r e p o r t e d t h a t MBTI t h i n k i n g , f e e l i n g , and i n t u i t i o n co r responded w i t h
HBDI r i g h t - h e m i s p h e r i c dominance, w h i l e MBTI s e n s i n g was s o m e w h a t
more a s s o c i a t e d w i t h l e f t - h e m i s p h e r i c d o m i n a n c e . J a m e s r e p o r t e d
double dominance i n HBDI Quadrants A and B f o r i n t r o v e r s i o n , s e n s i n g ,
t h i n k i n g , and j u d g i n g ; d o u b l e d o m in a n c e i n Q u a d r a n t s B and C f o r
f e e l i n g . J a m e s fo u n d t h a t e x t r a v e r s i o n was d o m i n a n t i n t h e HBDI B
q u a d r a n t , w h i l e i n t u i t i o n and p e r c e p t i o n were dominan t i n t h e HBDI
Q u a d r a n t D. F i n a l l y , Newman's r e s e a r c h p r o v i d e s s u p p o r t f o r a
p h y s i o l o g i c a l b a s i s f o r MBTI t y p o l o g y and a p o t e n t i a l l i n k t o t h e
HBDI b r a i n q u a d ra n t metaphor .
The specific hypothesis to be tested, some additional research
questions to be investigated, and the methodology to be used are
outlined in Chapter IV.
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
CHAPTER IV
METHODOLOGY
The purpose o f t h i s s t u d y i s t o d e t e r m i n e the r e l a t i o n s h i p s o f
t h e M y e r s - B r i g g s Type I n d i c a t o r (MBTI) t y p e p r e f e r e n c e s w i t h t h e
m e t a p h o r i c q u a d r a n t s o f t h e H e r rm a n n B r a i n Dominance I n s t r u m e n t
(HBDI), b a s e d on d a t a f ro m t h r e e c l a s s e s a t t h e D e f e n s e S y s t e m s
Management Co l l ege (DSMC) program manager ' s c o u rs e h e l d d u r in g 1986-
1987.
Research H ypo thes i s
D i s c u s s i o n
For an a l l - m a l e sample o f 90 bankers and ch e m ica l i n d u s t r y p r o
f e s s i o n a l s , James (1986) r e p o r t e d t h a t t h e MBTI f u n c t i o n a l e l e m e n t s
o f i n t r o v e r s i o n , s e n s i n g , t h i n k i n g , and ju d g in g were a l i g n e d s t r o n g l y
w i t h t h e HBDI A and B q u a d r a n t s i n t h e l e f t h e m i s p h e r e , and t h a t
i n t u i t i o n and p e r c e p t i o n r e l a t e d h i g h l y t o the HBDI D quad ran t i n t h e
r i g h t h e m i s p h e r e . Only e x t r a v e r s i o n and f e e l i n g showed c r o s s -
h e m i s p h e r i c dominance. E x t r a v e r t s were r e p r e s e n t e d i n Quadrants A,
B, and D ( th e l e f t and upper r i g h t h e m is p h e re s ) , and f e e l i n g i n d i v i d
u a l s w e r e r e p r e s e n t e d i n t h e HBDI B and C q u a d r a n t s ( t h e l o w e r l e f t
and low e r r i g h t h e m is p h e re s ) .
F o r d ' s (1 9 8 8 a ) s a m p l e o f 51 f e m a l e o c c u p a t i o n a l t h e r a p i s t s
showed a somewhat g r e a t e r r e p r e s e n t a t i o n o f s e n s i n g i n d i v i d u a l s i n
52
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
t h e l e f t hem isphe re , b u t a m a j o r i t y o f the MBTI i n t u i t i v e , t h i n k i n g ,
and f e e l i n g i n d i v i d u a l s were a l i g n e d w i t h the HBDI r i g h t hem isphe re .
Newman ( 1 9 8 4 / 1 9 8 5 ) p o s t u l a t e d t h a t MBTI i n t u i t i v e s w o u ld show a
d i f f e r e n t b r a i n hemisphere p a t t e r n o f a c t i v i t y f rom t h a t o f s e n s o r s .
His s a m p l e o f 27 l a w y e r s and a r t i s t s , 85% o f whom w e r e i n t u i t i v e s ,
showed s t r o n g l e f t , r a t h e r th an r i g h t , hemisphere a c t i v i t y .
Both p s y c h o lo g i c a l type t h e o r y and b r a i n dominance t h e o r y would
d i c t a t e HBDI l e f t - h e m i s p h e r i c dominance f o r MBTI s e n s in g , t h i n k i n g ,
and j u d g i n g t y p e s , and HBDI r i g h t - h e m i s p h e r i c d o m in a n c e f o r MBTI
i n t u i t i v e , f e e l i n g , and p e r c e p t i v e t y p e s . The som ew hat m ixe d and
c o n t r a t h e o r e t i c a l f i n d i n g s from t h e l i t e r a t u r e a r e l i m i t e d by v e r y
s m a l l and e x t r e m e l y homogeneous samples .
Thus, w h i l e r e l a t i o n s h i p s e x i s t , t h e i r e x t e n t and d i r e c t i o n need
t o be c l a r i f i e d . T h e r e f o r e , t h e m a i n f o c u s o f t h i s s t u d y i s t h e
i n v e s t i g a t i o n o f t h e t h e o r e t i c a l r e l a t i o n s h i p s among MBTI t y p e s and
HBDI q u a d ra n t s .
S t a te m e n t o f H ypo thes i s
The MBTI e l e m e n t s o f s e n s i n g , t h i n k i n g , and j u d g i n g w i l l be
a l i g n e d w i t h t h e HBDI l e f t h e m i s p h e r e , w i t h a h i g h i n c i d e n c e o f
d o u b l e d o m in a n c e f o r b o t h Q u a d r a n t A and Q u a d r a n t B. G i v e n t h i s
h y p o t h e s i s , t he MBTI e le m e n t s o f i n t u i t i o n , f e e l i n g , and p e r c e p t i o n
shou ld be a l i g n e d w i t h the HBDI r i g h t he m isphe re , w i t h i n t u i t i v e s and
p e r c e p t i v e s dominant in Quadrant D, and the f e e l i n g i n d i v i d u a l s , i n
Q u a d r a n t C.
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
54
Research Ques t io ns
I n a d d i t i o n t o t h e i n v e s t i g a t i o n o f the MBTI-HBDI r e l a t i o n s h i p ,
t h i s s tu d y a l s o p r o v id e s a means to c o n f i r m some e a r l i e r f i n d i n g s i n
t h e l i t e r a t u r e . Because each o f the e a r l i e r s t u d i e s used a s p e c i f i c
p o p u l a t i o n , the g e n e r a l i z a b i l i t y o f t h e s e f i n d i n g s t o t h e group unde r
s t u d y i s open t o q u e s t i o n . The a d d i t i o n a l q u e s t i o n s a d d r e s s e d by
t h i s s tu d y a r e d e t a i l e d i n the f o l l o w i n g s e c t i o n s .
Research Q u e s t ions 1 and 2
Discussion
The l i t e r a t u r e r e f e r e n c e s ha v e shown t h a t m a n a g e r s t e n d t o be
MBTI t h i n k i n g - j u d g e r s (TJs). DeWald (1986/1987) found 80% TJs i n a
group o f 30 matched p a i r s o f m i l i t a r y and c i v i l i a n , u p p e r - l e v e l , U.S.
Army e x e c u t i v e s . M yers and M c C a u l l e y (1985) r e p o r t e d 48% TJs i n a
g r o u p o f 7 ,4 63 b u s i n e s s m a n a g e r s and a d m i n i s t r a t o r s . P i c k e r i n g
(1986) found 64% TJs i n h i s s tu d y of 1,395 c i v i l i a n e x e c u t i v e s i n t h e
U.S. G o v e r n m e n t . M o r e o v e r , N i d i f f e r (1984) found t h a t 60% o f i n d i
v i d u a l s i n p r i o r DSMC c l a s s e s were TJs . Although the ev idence sug
g e s t s t h a t t h e p o p u l a t i o n under s tu d y w i l l a l s o be s t r o n g l y c h a ra c
t e r i z e d by TJ r e p r e s e n t a t i o n , the f o l l o w i n g r e s e a r c h q u e s t i o n s have
been f o r m u la t e d to c o n f i r m t h i s e x p e c t a t i o n .
S ta tem en t o f Resea rch Q u e s t io n 1
Are t h e MBTI type d i s t r i b u t i o n s f o r the 1986-1987 DSMC program
m a n a g e r c l a s s e s u s e d i n t h i s s t u d y d i f f e r e n t f ro m t h o s e f o r t h e
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
1982-1984 DSMC program manager c l a s s e s ( N i d i f f e r , 1984)?
S ta tem en t o f Resea rch Q u e s t io n 2
Are t h e MBTI t y p e d i s t r i b u t i o n s f o r t h e DSMC p r o g r a m m a n a g e r
c l a s s e s i n t h i s s t u d y d i f f e r e n t f r o m t h o s e f o r o t h e r m a n a g e r i a l
p o p u l a t i o n s i n t h e l i t e r a t u r e (DeWald, 1986/1987; Myers & McCaulley,
1985; P i c k e r i n g , 1986)?
R e s e a rc h Q u e s t io n s 3, 4 , 5, and 6
D i s c u s s i o n
The demographic d a t a a v a i l a b l e i n t h i s s tu d y in c l u d e th e sex o f
t h e p a r t i c i p a n t s , t h e b r a n c h o f t h e m i l i t a r y s e r v i c e s o r f e d e r a l
agency to which th ey be long , t h e i r a c t i v e m i l i t a r y or c i v i l i a n s t a
t u s , and t h e i r management l e v e l i n d i c a t e d by t h e i r m i l i t a r y r ank o r
c i v i l i a n g rade . None o f the l i t e r a t u r e r e f e r e n c e s has a d d re s s e d a l l
o f t h e s e v a r i a b l e s , b u t r e l a t i o n s h i p s may be i n f e r r e d from the spe
c i f i c p o p u l a t i o n s used.
The p r i m a r i l y m a l e m a n a g e r i a l p o p u l a t i o n s (DeWald, 1986/1987;
N i d i f f e r , 1984; P i c k e r i n g , 1986) a l l had 60% o r h i g h e r TJ r e p r e s e n t a
t i o n . The o n ly m a n a g e r i a l p o p u l a t i o n t h a t was no t domina ted by TJs
was t h a t o f M yers and M c C a u l l e y ( 1 9 8 5 ) , a m a j o r i t y o f w h i c h was
f em a le . Moreover , James (1986) found t h a t ove r h a l f o f h i s a l l - m a l e
sample o f 90 ba nke rs and c h e m ic a l i n d u s t r y p r o f e s s i o n a l s combined a
s t r o n g MBTI TJ p r e f e r e n c e w i t h s t r o n g dominance in HBDI Quadrants A
and B. T h i s e v i d e n c e , w h i c h l e a d s t o R e s e a r c h Q u e s t i o n 3, s t r o n g l y
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
suggests that a higher percentage of males than of females will
manifest the MBTI TJ types and will exhibit preference for HBDI
Quadrants A and B.
No ev idence w i t h r e g a r d t o p o s s i b l e MBTI type d i f f e r e n c e s among
t h e b r a n c h e s o f t h e U.S. Armed S e r v i c e s i s a v a i l a b l e i n t h e l i t e r a
t u r e . Thus, R esea rch Q u e s t io n 4 i s in c lu d e d p r i m a r i l y to d e te r m in e
w he the r any d i f f e r e n c e s e x i s t .
The o n l y s t u d y w h i c h d i r e c t l y c o m p a r e s m i l i t a r y and c i v i l i a n
e x e c u t i v e s a t t h e same l e v e l i s t h a t o f DeWald (1986/1987) . C on t r a ry
t o e x p e c t a t i o n , t h e MBTI ty p e d i s t r i b u t i o n s f o r t h e s e m i l i t a r y and
c i v i l i a n Army e x e c u t i v e s w e r e v i r t u a l l y i d e n t i c a l . T h i s f i n d i n g
forms th e b a s i s f o r Resea rch Q ue s t io n 5.
The r e l a t i v e l y h i g h p r o p o r t i o n o f i n t u i t i v e s i n t h e P i c k e r i n g
(1986) s tu d y can p r o b a b l y be a t t r i b u t e d to t h e f a c t t h a t h i s popu la
t i o n i n c l u d e d s e n i o r e x e c u t i v e s a s w e l l a s m i d d l e m a n a g e r s . Agor
(1986) found t h a t to p e x e c u t i v e s m a n i f e s t a much g r e a t e r p e rc e n ta g e
o f i n t u i t i v e s t h a n do g r o u p s o f m i d d l e o r l o w e r l e v e l m a n a g e r s .
Thus, Resea rch Q ues t ion 6 i s based on the f i n d i n g t h a t t h e p e rc e n ta g e
o f i n t u i t i v e s i s r e l a t e d t o the l e v e l o f the m a n a g e r i a l h i e r a r c h y .
S ta tem en t o f R esea rch Q u e s t io n 3
Are males and females different in their representation by the
MBTI functions and by dominance in the HBDI quadrants?
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
Sta tem en t o f Resea rch Q ue s t ion 4
Are t h e r e MBTI o r HBDI d i s t r i b u t i o n a l d i f f e r e n c e s among t h e
b ranches o f t h e armed s e r v i c e s ?
S ta temen t o f Resea rch Q ue s t ion 5
Are t h e r e MBTI o r HBDI d i s t r i b u t i o n a l d i f f e r e n c e s be tween i n d i
v i d u a l s based on t h e i r m i l i t a r y o r c i v i l i a n s t a t u s ?
S ta tem en t o f Resea rch Q ue s t io n 6
Are t h e r e MBTI o r HBDI d i s t r i b u t i o n a l d i f f e r e n c e s be tween i n d i
v i d u a l s based on t h e i r m a n a g e r i a l l e v e l ; t h a t i s , whe ther they a r e a t
the h ig h o r t h e m id d le manager l e v e l ?
The I n s t i t u t i o n and the Targe t P o p u l a t i o n
The p o p u l a t i o n used in t h i s s t u d y c o n s i s t s o f 811 s t u d e n t s f rom
t h r e e p r o g r a m m a n a g e r c l a s s e s (PMCs 8 6 - 2 , 8 7 - 1 , and 8 7 - 2 ) a t t h e
Defense Systems Management Co l lege i n F o r t B e l v o i r , V i r g i n i a . The
DSMC i s a g r a d u a t e - l e v e l , U.S. G o v e r n m e n t e d u c a t i o n a l i n s t i t u t i o n
founded i n 1971 f o r the purpose o f t r a i n i n g f u t u r e program managers
i n a c q u i s i t i o n and p rocurem en t p ro ce d u re s .
A l l DSMC s t u d e n t s have b a c h e l o r ' s d e g re e s i n e n g in e e r i n g , p h y s i
c a l s c i e n c e , o r b u s i n e s s a d m i n i s t r a t i o n . About o n e - t h i r d have mas
t e r ' s d e g r e e s i n t h e s e d i s c i p l i n e s . Mos t ha v e s e v e r a l y e a r s o f
e x p e r i e n c e i n de fe n s e a c q u i s i t i o n . Of t h e t o t a l number o f s t u d e n t s ,
72% were un i fo rm ed m i l i t a r y p e r s o n n e l , 21% were c i v i l i a n employees o f
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
d e fe n s e segments o f the f e d e r a l government , and the r em a in ing 7% were
c i v i l i a n s f ro m t h e i n d u s t r i a l s e c t o r . M i l i t a r y r a n k r a n g e d f ro m
company g rade t o f i e l d g rade (0-3, c a p t a i n , t o 0-6, c o lo n e l ) . C i v i l
i a n g rade l e v e l s were comparab le , r a n g i n g from m idd le t o upper man
a g e m e n t (GS-12 t h r o u g h GM-15). The d i s t r i b u t i o n by s e x was h i g h l y
skewed, w i t h women c o n s t i t u t i n g o n l y about 6% o f t h e t o t a l group.
The Assessment In s t r u m e n t s
The two i n s t r u m e n t s u s e d i n t h i s s t u d y a r e t h e MBTI and t h e
HBDI. They w e r e s e l e c t e d by a DSMC f a c u l t y p s y c h o l o g i s t ( E l l i s ,
1983) b e c a u s e b o t h w e r e d e v e l o p e d t o a s s e s s t h e p e r s o n a l i t i e s o f
n o r m a l , h e a l t h y a d u l t s . D e t a i l e d d e s c r i p t i o n s o f t h e MBTI and t h e
HBDI h a v e b e e n g i v e n i n C h a p t e r I I I u n d e r t h e h e a d i n g , S e l e c t e d
Assessment I n s t r u m e n t s . A b r i e f d e s c r i p t i o n o f the mechanics o f each
i n s t r u m e n t i s p r e s e n t e d below.
The MBTI was deve loped p r i m a r i l y as an i n s t r u m e n t f o r i d e n t i f y
i n g J u n g ' s ( 1 9 2 1 / 1 9 7 1 ) p s y c h o l o g i c a l t y p e s . Form G o f t h e MBTI
c o n s i s t s o f 126 p a i r e d s t a t e m e n t s , ph rased i n s im p le , n o n t h r e a t e n i n g
language . Fo l low ing f o r c e d - c h o i c e p r o t o c o l , the p a r t i c i p a n t s e l e c t s
one o f t h e two p a i r e d s t a t e m e n t s as more n e a r l y d e s c r i p t i v e o f h i s o r
h e r own p o i n t o f view. The i n d i v i d u a l ' s s c o r e s i n d i c a t e p r e f e r e n c e
f o r one o f the two p o s s i b l e i n d i c e s i n each o f t h e f o u r d i c h o to m ie s
i n J u n g ' s t h e o r y , t h u s g e n e r a t i n g an MBTI t y p e . The MBTI m u s t be
a d m i n i s t e r e d and sc o re d by q u a l i f i e d p e r s o n n e l .
The HBDI was d e v e l o p e d t o i d e n t i f y an i n d i v i d u a l ' s p r e f e r e n c e
f o r one o r more o f f o u r ways o f t h i n k i n g and b e h a v i o r , w h i c h
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
c o r r e s p o n d to Herrmann's m e t a p h o r i c m ode l o f t h e m e n t a l a c t i v i t i e s
a s s o c i a t e d w i t h t h e l e f t and r i g h t c e r e b r a l and l i m b i c c o r t i c e s o f
t h e human b r a i n . The HBDI c o n t a i n s 120 i t e m s w h i c h a r e k e y e d t o
d e t e r m i n e the p a r t i c u l a r q u a d ra n t and l e v e l o f b r a i n s p e c i a l i z a t i o n
which the p a r t i c i p a n t e x p r e s s e s th ro u g h h i s o r h e r answers (Herrmann,
1988). Other q u e s t i o n s a r e r e l a t e d t o e d u c a t i o n a l l e v e l , o c c u p a t io n ,
and h o b b i e s , a s w e l l a s t h e p h y s i o l o g i c a l f a c t o r s o f h a n d e d n e s s ,
ene rgy l e v e l , and s u s c e p t i b i l i t y t o motion s i c k n e s s . Like t h e MBTI,
t he HBDI must be a d m i n i s t e r e d and sc o re d by q u a l i f i e d pe r s o n n e l .
Resea rch P rocedures
Da ta C o l l e c t i o n
As p a r t o f t h e r e g u l a r DSMC a s s e s s m e n t p r o c e d u r e , t h e MBTI and
the HBDI were a d m i n i s t e r e d on s u c c e s s iv e days t o each s t u d e n t d u r i n g
t h e f i r s t week o f t h e PMC c o u r s e . The d a t a f ro m t h e t h r e e c l a s s e s
c o n s i s t e d o f t h e s t u d e n t ' s MBTI t y p e , HBDI c o d e d q u a d r a n t s c o r e s ,
a c t u a l HBDI q u a d ra n t s c o r e s , sex, m i l i t a r y o r c i v i l i a n s t a t u s , b ranch
o f s e r v i c e , and m i l i t a r y r a n k o r c i v i l i a n g r a d e l e v e l . MBTI and
demographic d a t a were a v a i l a b l e f o r a l l 811 s t u d e n t s ; HBDI d a t a were
a v a i l a b l e f o r only 800 o f t h e s e s t u d e n t s . The d a t a were s t r i p p e d o f
a l l m eans o f i d e n t i f i c a t i o n (name, s o c i a l s e c u r i t y n u m b e r , d a t e o f
b i r t h , e t c . ) b e f o r e they were r e l e a s e d f o r a n a l y s i s .
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
R e s e a rc h Des ign
T h i s ex p o s t f a c t o r e s e a r c h was d e s i g n e d t o e x a m i n e t h e MBTI-
HBDI r e l a t i o n s h i p s i n t h e 1986 -1 9 8 7 PMC c l a s s e s and t o c o m p a r e t h e
MBTI t y p e d i s t r i b u t i o n s o f t h e s e s t u d e n t s w i t h t h o s e i n o t h e r p u b
l i s h e d m a n a g e r i a l da ta .
Da ta A n a l y s i s
Both q u a n t i t a t i v e and q u a l i t a t i v e d a t a were used i n t h i s s tudy .
The i n t e r v a l d a t a w e r e a n a l y z e d by t h e a n a l y s i s o f v a r i a n c e . F o r
s t a t i s t i c a l p r o c e s s i n g o f t h e c a t e g o r i c a l d a t a , the c h i - s q u a r e t e s t
o f a s s o c i a t i o n was used.
To a d d r e s s t h e r e s e a r c h h y p o t h e s i s , two t y p e s o f a n a l y s i s were
pe r fo rm e d . F i r s t , c r o s s t a b u l a t i o n s o f MBTI t y p e s and type f u n c t i o n s
w i t h HBDI dominan t q u a d ra n t s were a n a ly z e d by the c h i - s q u a r e t e s t o f
a s s o c i a t i o n . S e c ond , an a n a l y s i s o f v a r i a n c e was p e r f o r m e d , u s i n g
t h e a c t u a l HBDI q u a d ra n t s c o re as t h e dependen t v a r i a b l e and the MBTI
t y p e s and t y p e f u n c t i o n s as t h e i n d e p e n d e n t v a r i a b l e s . Fo r b o t h
a n a l y t i c app ro a c h e s , a s i g n i f i c a n c e l e v e l o f £ < .05 was used in t h e
d e c i s i o n r u l e f o r r e j e c t i o n o f t h e n u l l h y p o t h e s i s . T h i s i s c o n
s i s t e n t w i t h r e c o m m e n d a t i o n s f o r t e s t i n g e s t a b l i s h e d i n s t r u m e n t s
( K e r l i n g e r , 1973) .
To a d d r e s s Resea rch Q u e s t ions 1 and 2, MBTI type d i s t r i b u t i o n s
f o r t h e 1986-1987 DSMC c l a s s e s were compared w i t h those f o r the 1982-
1984 DSMC c l a s s e s ( N i d i f f e r , 1984), f o r the managers and a d m i n i s t r a
t o r s i n t h e Myers and M c C a u l l e y (1985 ) s t u d y , f o r t h e m i l i t a r y and
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
c i v i l i a n e x e c u t i v e s i n t h e DeWald ( 1 9 8 6 /1 9 8 7 ) s t u d y , and f o r t h e
f e d e r a l e x e c u t i v e s i n t h e P i c k e r i n g (1986) s tudy . A c h i - s q u a r e t e s t
was used t o d e t e r m i n e th e d eg ree o f s i m i l a r i t y o f the d i s t r i b u t i o n s .
To a d d re s s Research Q u e s t ions 3 through 6, each o f which d e a l s
w i t h a demographic c h a r a c t e r i s t i c , c h i - s q u a r e t e s t s were c a r r i e d ou t
f o r t h e demographic v a r i a b l e s v e r s u s MBTI types o r type f u n c t i o n s and
HBDI dominant q u a d ra n t s .
The f i n d i n g s from t h i s s tu d y a r e p r e s e n t e d i n Chapter V.
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
CHAPTER V
FINDINGS
The purpose o f t h i s s tu d y was to d e t e r m i n e t h e r e l a t i o n s h i p s o f
t h e M y e r s - B r i g g s Type I n d i c a t o r (MBTI) t y p e p r e f e r e n c e s w i t h t h e
m e t a p h o r i c q u a d r a n t s o f t h e H e r rm a n n B r a i n D om inance I n s t r u m e n t
(HBDI), b a s e d on d a t a f ro m t h r e e c l a s s e s a t t h e D e f e n s e S y s t e m s
Management Co l lege program manager 's cou rse h e ld d u r in g 1986-1987.
W h i l e b o t h i n s t r u m e n t s m e a s u r e p e r s o n a l i t y c h a r a c t e r i s t i c s ,
t h e i r p r o t o c o l s d i f f e r . The MBTI i d e n t i f i e s each p a r t i c i p a n t as one
o f 16 MBTI t y p e s , based on Ju n g ia n p s y c h o l o g i c a l type t h e o r y , w h i l e
t h e HBDI u s e s f o u r m e t a p h o r i c a l q u a d ra n t s d e r i v e d from b r a i n domi
nance th e o r y , the c h a r a c t e r i s t i c s o f which p e r m i t p a r t i c i p a n t s t o be
d i f f e r e n t i a t e d i n t o one o r more qua d ra n t c o n f o r m a t io n s , which r e s u l t
i n a c o d e d p r o f i l e f o r e a c h i n d i v i d u a l . The f i n d i n g s o f t h i s s t u d y
a r e p r e s e n t e d below.
MBTI Type Distribution
The d i s t r i b u t i o n o f t h e 16 MBTI t y p e s and t h e e i g h t MBTI e l e
m e n t s f o r t h e s t u d y p o p u l a t i o n i s shown i n T a b l e 11, w h i c h i s p r e
s e n t e d i n t h e s t a n d a r d MBTI t y p e t a b l e f o r m a t . The f o u r t h i n k i n g -
j u d g i n g (TJ) t y p e s a c c o u n t e d f o r 65.6% o f t h e s t u d y p o p u l a t i o n .
These fou r t ypes i n c l u d e the ISTJ (28.2%), t h e ESTJ (18.0%), t h e INTJ
(10.2%), and t h e ENTJ (9.1%). The d i s t r i b u t i o n o f t h e MBTI e l e m e n t s
62
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63
Table 11
MBTI Type Table f o r 811 DSMC S tu d e n t Program Managers
SENSING TYPES INTUITIVE TYPESwith THINKING with FEELING with FEELING with THINKING N X
ISTJ ISFJ INFJ INTJ E 342 4 2 .21 469 . 5 i . 8
N 3 229 N = 23 N = 9 N = 83 c
%= 28 .2 %= 2 . 8 %= 1 .1 % = 10 .2 oo S 507 6 2 .52 N 304 3 7 .5O
T 717 8 8 .42•g F 94 11 .6o
ISTP ISFP INFP INTP <m>99 J 591 72 .9U\ P 220 2 7 .1
N = 51 N » 6 N = 10 N r 58 -oVI
%= 6 .3 % = 0 . 7 %= 1 .2 % r 7 . 2 m20 1 J 344 4 2 .4nm 1 P 125 15 .4
EP 95 11 .7<m EJ 247 3 0 .5
ST 458 5 6 .5ESTP ESFP ENFP ENTP SF 49 6 . 0
NF 45 5 . 6N * 32 N r 4 N » 1 5 N r 44 •um NT 259 3 1 .9% = 4 . 0 % = 0 . 5 % r 1 .9 %= 5 .4
JOnm•D-H SJ 414 5 1 .0<m SP 93 11 .5
m NP 127 15 .7X NJ 177 2 1 .8>
ESTJ ESFJ ENFJ ENTJ <m30
TJ 532 6 5 .6(/) TP 185 2 2 .8
N 3 146 N r 16 N * 11 N r 74 FP 35 4 . 3% = 18 .0 % = 2 . 0 % r 1 .4 %= 9 .1 Co
FJ 59 7 . 3o2 1 N 160 19 .7o EN 144 17 .8
1 S 309 38 .1ES 198 24 .4
Note. Data c o l l e c t e d by the Defense Systems Management C o l l ege i n 1986 and 1987. P a r t i c i p a n t s w e r e p r o g r a m m a n a g e r s t u d e n t s a t t h e DSMC. T h e s e d a t a a r e u s e d w i t h p e r m i s s i o n and h a v e n o t b e e n p u b l i s h e d e l s e w h e r e to d a te .
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
c o n f i r m s t h e h i g h p e r c e n t a g e o f T J s i n t h i s p o p u l a t i o n . The TF
d im e n s io n i n c lu d e d 88.4% t h i n k e r s (Ts), t h e h i g h e s t p e r c e n ta g e r e p r e
s e n t a t i o n o f any o f the e i g h t MBTI e l e m e n t s , w h i l e the 72.9% j u d g e r s
( J s ) on th e JP d im ens ion were t h e second most f r e q u e n t e le m en t . On
t h e E l d i m e n s i o n , 57.8% w e r e i n t r o v e r t s ( I s ) . On t h e SN d i m e n s i o n ,
62.5% w e r e s e n s o r s (Ss).
HBDI Profile Representation
F i g u r e 2 i s a s t a n d a r d HBDI g r a p h i c r e p r e s e n t a t i o n o f t h e s i x
most f r e q u e n t HBDI coded p r o f i l e s i n t h i s s tudy . These s i x p r o f i l e s
a c c o u n t e d f o r 70.1% o f t h e s t u d y p a r t i c i p a n t s ( s e e T a b l e 12) . HBDI
p r o f i l e s a r e n u m e r i c a l l y coded q u a d ra n t s c o re s . By c o n v e n t io n , the
fou r coded HBDI q u a d r a n t s a r e p r e s e n t e d c o u n t e r c l o c k w i s e i n a l p h a
b e t i c a l o r d e r , t h a t i s , A, B, C, D, w i t h t h e c o d e s f o r e a c h q u a d r a n t
s e p a r a t e d by d a s h e s . A c o d e o f 1 i n d i c a t e s d o m i n a n c e ; a c ode o f 2
t r a n s l a t e s i n t o m o d e r a t e p r e f e r e n c e ; a code o f 3 i s i n t e r p r e t e d as
a v o i d a n c e . I n F i g u r e 2, t h e r e l a t i v e s t r e n g t h o f e a c h o f t h e q u a d
r a n t p r e f e r e n c e s i s d e p i c t e d by t h e d i s t a n c e o f t h e q u a d r a n t s c o r e
p o i n t f r o m t h e p e r i p h e r y o f t h e c i r c l e . A d o m i n a n t q u a d r a n t s c o r e
p o i n t appears i n t h e o u t e r m o s t c o n c e n t r i c r i n g . A m odera te q u a d ra n t
p r e f e r e n c e s c o r e p o i n t i s l o c a t e d i n t h e m i d d l e r i n g . An a v o i d a n t
q u a d ra n t s c o re p o i n t i s l o c a t e d i n t h e i n ne rm os t c o n c e n t r i c r i n g .
Findings Relating to the Research Hypothesis
The statement of the research hypothesis anticipated that sen
sing (S), thinking (T), and judging (J) individuals would be dominant
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65
Limbic
F i g u r e 2. Most F re quen t HBDI Coded P r o f i l e s .
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66
Table 12
MBTI Type D is tr ib u tio n s fo r the Most Frequent HBDI Coded Quadrant P ro file s
HBDIMBTI type d is trib u tio n * 1
codedp ro f ileA-B-C-D N Za ISTJ ISTP ESTP ESTJ INTJ INTP ENTP ENTJ
Combined F types
1-1-1-2 35 4.4 14.3 5.7 14.3 25.7 8.5 0.0 2.9 2.9 25.7
1-1-2-1 86 10.7 12.8 8.1 5.8 16.3 17.4 5.8 7.0 16.3 10.5
1-1-2-2 229 28.6 30.6 7.0 3.5 27.1 7.8 2.2 2.2 7.4 12.2
1-1-2-3 35 4 .4 65.7 2.9 0 .0 22.8 2.9 0.0 0.0 0 .0 5.7
1-1-3-2 84 10.5 57.1 6.0 0.0 20.2 7.1 2.4 3.6 3.6 0.0
1-2-2-1 92 11.5 13.1 5 .4 4 .4 7.6 15.2 19.6 14.1 13.0 7.6
Subto ta l 561 70.1 30.1 6 .4 3.9 20.9 10.2 5.3 5.0 8 .4 9.8
Other 239 29.9 24.7 6.3 3.8 11.7 10.4 10.9 6.7 10.4 15.1
T otal 800 100.0 28.5 6 .4 3.9 18.1 10.2 7.0 5.5 9.0 11.4
aEach percent in th is column i s the HBDI coded p ro f ile percent o f the to ta l group o f 800 p a r tic ip a n ts .
bEach row con ta ins the MBTI (percentage) d is t r ib u tio n fo r the HBDI coded p ro f ile in th a t row.
Note. HBDI quadrant scores are coded to provide a convenient re p re se n ta tio n o f quadrant p ro f i le s . By convention, the coded quadrants are presented in alphab e t ic a l o rd e r, th a t i s , A, B, C, D, w ith the codes fo r each quadrant separated by dashes. The conversion tab le fo r the coding appears below.
HBDI code
1
2
3
HBDI score range
67 or more
34 to 66
33 or le ss
In te rp re ta t io n
Dominant
Moderate
Avoidant
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p r i m a r i l y i n Q u a d r a n t s A and B i n t h e l e f t h e m i s p h e r e , w i t h h i g h
in c i d e n c e o f AB dominance e xpe c te d t o t ake p l ac e . A r e l a t e d e x p e c t a
t i o n was t h a t i n t u i t i v e (N), f e e l i n g (F), and p e r c e p t i v e (P) i n d i v i d
u a l s w ou ld be d o m i n a n t i n t h e C and D q u a d r a n t s o f t h e HBDI r i g h t
hemisphere . F e e l i n g i n d i v i d u a l s (Fs) were expec ted to show p r e f e r
ence f o r Quadrant C, w h i l e i n t u i t i v e s (Ns) and p e r c e p t i v e s (Ps) were
l i k e l y t o show p r e f e r e n c e f o r Quadrant D.
The r e s e a r c h h y p o t h e s i s was f u l l y suppo r ted by the d a t a i n t h i s
s t u d y . A d e t a i l e d d e s c r i p t i o n o f t h e f i n d i n g s r e l a t i n g t o t h i s
h y p o t h e s i s i s p r e s e n t e d below.
HBDI Coded P r o f i l e s and MBTI Types
The s i x most f r e q u e n t l y o c c u r r i n g HBDI coded quad ran t p r o f i l e s
and t h e i r c o r r e s p o n d in g MBTI types a r e shown i n Table 12. The a s s o
c i a t i o n o f p a r t i c u l a r HBDI coded p r o f i l e s w i t h g iven MBTI types was
s i g n i f i c a n t (j> < .0001 ) by t h e c h i - s q u a r e t e s t . The s i g n i f i c a n t
r e l a t i o n s h i p s a r e d e t a i l e d below.
The HBDI coded p r o f i l e 1 -1 -2 -2 (double dominant i n Quadrants A
and B, and m odera te i n Quadrants C and D) was the most common p r o f i l e
(28.6%) among a l l p a r t i c i p a n t s and was fo u n d m o s t l i k e l y t o c o r r e
s pond t o t h e MBTI t y p e s ISTJ and ESTJ, and l e a s t l i k e l y t o be a s s o
c i a t e d w i t h the MBTI ty p es INTP and ENTP.
The o t h e r two AB dominan t p r o f i l e s , 1 -1 -3 -2 (double dominant i n
Q u a d r a n t s A and B, a v o i d a n t i n C, and m o d e r a t e i n D) and 1 - 1 - 2 - 3
(double dominan t i n Quadrants A and B, m odera te i n C, and a vo idan t i n
D), were p r e f e r r e d by a lm o s t 15% o f t h e p a r t i c i p a n t s and were s i m i l a r
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t o t h e 1 - 1 - 2 - 2 p r o f i l e i n MBTI r e p r e s e n t a t i o n . Both were h i g h e r than
e x p e c t e d f o r t h e two m o s t f r e q u e n t MBTI t y p e s , IS T J and ESTJ, w i t h
v i r t u a l l y no r e p r e s e n t a t i o n i n any o t h e r MBTI type.
The HBDI p r o f i l e 1 -1 -2 -1 ( t r i p l e dominan t in Quadrants A, B, and
D, and m odera te i n Quadrant C) was p r e f e r r e d by 10.7% o f the p a r t i c i
p a n t s and was more f r e q u e n t than e x p e c t e d f o r NTJs and l e s s f r e q u e n t
t h a n e x p e c t e d f o r STJs. The HBDI p r o f i l e 1 -2 -2 -1 (double dominant i n
Q u a d r a n t s A and D, and m o d e r a t e i n Q u a d r a n t s B and C) was p r e f e r r e d
by 11.5% o f t h e p a r t i c i p a n t s . A p p r o x i m a t e l y 62% o f t h o s e w i t h t h e
1 - 2 - 2 - 1 p r o f i l e w e re among t h e f o u r MBTI i n t u i t i v e - t h i n k i n g (NT)
ty p e s , i n c l u d i n g 33.7% NTPs v e r s u s 12.5% i n the t o t a l group.
The HBDI p r o f i l e 1 - 1 -1 - 2 ( t r i p l e dominan t in Quadrants A, B, and
C, and m o d e r a t e i n Q u a d r a n t D), t h e o n l y one o f t h e s i x m o s t common
p r o f i l e s t o i n c l u d e dominance in Quadrant C, was ove r t w ic e as f r e
q u e n t f o r t h e c o m b i n e d F t y p e s a t 25.7% as f o r t h e t o t a l s t u d y
p o p u l a t i o n a t 11.4%.
I n summary, the AB dominance p a t t e r n was the most p r e v a l e n t f o r
STJ c o m b i n a t i o n s , w h i l e F t ypes showed a p r e f e r e n c e f o r Quadrant C,
and i n t u i t i v e s (Ns) and p e r c e p t i v e s (Ps) p r e f e r r e d Quadrant D.
HBDI Dominance and Avoidance P a t t e r n s by MBTI Types
Table 13 p r e s e n t s t h e HBDI dominance and avo idance p a t t e r n s f o r
the MBTI types . S in g le q u a d ra n t dominance p a t t e r n s were r e l a t i v e l y
i n f r e q u e n t (7.2%), w h i l e d o u b l e d o m i n a n c e p a t t e r n s w e r e fo u n d f o r
69.6% o f t h e s t u d y p a r t i c i p a n t s , and o t h e r m u l t i q u a d r a n t p a t t e r n s ,
f o r 23.2%. The most f r e q u e n t dominance p a t t e r n s were AB (46.2%), AD
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T a b l e 13
1©DI Dominant and A v o id a n t Q u a d ra n t P a t t e r n s by MBTI T y p e s
MBTI t y p e s
HBDId o m in a n t ISTJ IKTP ESTJ ESTP INTJ INTP ENTJ ENTP
Combined F t y p e s T o t a l
q u a d r a n tp a t t e r n N X N X N % N X N X N X N X N X N X U X
A 13 5 . 7 3 5 . 9 3 2.1 1 3 . 2 10 12 .2 2 3 . 6 3 4 . 2 0 0 . 0 3 3 . 3 38 4 . 8
B 3 1 .3 0 0 . 0 3 2 .1 1 3 .2 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 4 4 . 4 11 1 .4
C 0 0 . 0 0 0 . 0 0 0 . 0 1 3 .2 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 1 0 . 1
D 1 0 . 4 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 2 3 .6 2 2 . 8 0 0 . 0 1 1.1 6 0 . 8
AB 157 6 8 . 9 24 4 7 .1 89 6 1 .4 9 2 9 . 0 26 3 1 .7 7 1 2 .5 20 2 7 . 8 8 1 8 .2 30 3 3 . 0 370 4 6 . 2
AC 1 0 . 4 0 0 . 0 0 0 . 0 0 0 . 0 1 1 .2 0 0 . 0 0 0 . 0 0 0 . 0 1 1.1 3 0 . 4
AD 17 7 . 5 8 15 .7 10 6 . 9 4 1 2 .9 19 2 3 . 2 24 4 2 . 9 15 2 0 . 8 13 2 9 .6 7 7 . 7 117 1 4 .6
BC 5 2 .2 2 3 .9 7 4 . 8 3 9 .7 1 1 .2 1 1 .8 3 4 . 2 0 0 . 0 5 5 .5 27 3 . 4
BD 8 3 .5 2 3 . 9 4 2 . 8 0 0 . 0 0 0 . 0 1 1 .8 2 2 . 8 3 6 . 8 2 2 . 2 22 2 . 8
CD 0 0 . 0 0 0 . 0 2 1 .4 0 0 . 0 1 1 .2 4 7.1 1 1 .4 4 9 .1 6 6 . 6 18 2 . 2
ABC 5 2 . 2 3 5 . 9 9 6 . 2 5 16.1 3 3 . 7 0 0 . 0 1 1 .4 1 2 . 3 9 9 . 9 36 4 . 5
ABD 16 7 . 0 8 1 5 .7 - 16 1 1 .0 5 16.1 20 2 4 . 4 7 1 2 .5 17 2 3 . 6 7 1 5 .9 10 1 1 .0 106 13 .3
ACD 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 2 3 . 6 1 1 .4 3 6 . 8 4 4 . 4 10 1 .2
BCD 1 0 . 4 1 2 . 0 2 1 .4 0 0 . 0 0 0 . 0 4 7.1 6 8 . 3 4 9.1 7 7 . 7 25 3.1
ABCD 1 0 . 4 0 0 . 0 0 0 . 0 2 6 . 5 1 1 .2 2 3 . 6 1 1 .4 1 2 . 3 1 1.1 9 1 .1
None 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 1 1.1 1 0 .1
HBDIa v o i d a n tq u a d r a n tp a t t e r n
A 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 1 1 .2 0 0 . 0 1 1 .4 0 0 . 0 2 2 . 2 4 0 . 5B 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 1 1 . 8 0 0 . 0 0 0 . 0 1 1 .1 2 0 . 2C 59 2 5 .9 10 1 9 .6 22 15 .2 1 3 .2 23 2 8 .1 8 1 4 .3 10 1 3 .9 4 9 .1 1 1.1 138 17 .3
D 24 1 0 .5 2 3 . 9 8 5 . 5 1 3 . 2 1 1 . 2 0 0 . 0 0 0 . 0 0 0 . 0 3 3 . 3 39 4 . 9
BC 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 1 1 . 8 0 0 . 0 0 0 . 0 0 0 . 0 1 0 .1
CD 17 7 . 5 2 3 . 9 2 1 .4 1 3 . 2 1 1 .2 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 23 2 . 9
ABCD 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 1 1.1 I 0 . 1
None 128 5 6 .1 37 7 2 . 6 113 7 7 .9 28 9 0 . 3 56 6 8 . 3 46 8 2 .1 61 8 4 . 7 40 9 0 . 9 83 9 1 . 2 592 7 4 . 0
T o t a l 228 100 .0 51 1 0 0 .0 145 1 0 0 .0 31 1 0 0 .0 82 1 0 0 .0 56 1 0 0 .0 72 1 0 0 .0 44 1 0 0 .0 91 1 0 0 . 0 800 10 0 .0
(14.6%), and ABD (13.3%). The o n l y a v o i d a n c e p a t t e r n w i t h any s i g
n i f i c a n t r e p r e s e n t a t i o n was t h a t f o r Quadrant C (17.3%).
The d i s t r i b u t i o n s o f t h e most f r e q u e n t dominance p a t t e r n s were
s i g n i f i c a n t l y d i f f e r e n t (j> < .0001) by c h i - s q u a r e t e s t f o r t h e MBTI
types . The s p e c i f i c d i f f e r e n c e s a r e d i s c u s s e d below.
Two MBTI t y p e s , ISTJ and ESTJ, showed th e l a r g e s t in c id e n c e o f
AB d o m in a n c e (68.9% o f t h e IS T J s and 61.4% o f t h e ESTJs ) . When
combined w i t h the t h r e e o t h e r m u l t i q u a d r a n t p a t t e r n s which in c l u d e AB
d o m i n a n c e (ABC, ABD, and ABCD), o v e r 78% o f t h e s e two MBTI t y p e s
showed AB d o m i n a n c e . W h i l e AB was t h e m o s t p r e v a l e n t d o m in a n c e
p a t t e r n f o r ISTP (47.1%) and ESTP (29.0%), AD r e p r e s e n t a t i o n f o r
t h e s e two MBTI types was double t h a t f o r t h e i r J c o u n t e r p a r t s (15.7%
f o r ISTP v e r s u s 7.5% f o r ISTJ and 12.9% f o r ESTP v e r s u s 6.9% f o r
ESTJ) .
Among t h e fou r MBTI i n t u i t i v e (N) t ypes i n Table 13, AD p a t t e r n
d o m i n a n c e r a n g e d f ro m 20.8% t o 42.9%, much s t r o n g e r t h a n i t was f o r
t h e i r s e n s i n g (S) c o u n t e r p a r t s (6.9% t o 15.7%). F o r INTP and ENTP,
t h e two NP c o m b i n a t i o n s i n T a b l e 13, AD was a c t u a l l y t h e m o s t f r e
quent dominance p a t t e r n (42.9% and 29.6%, r e s p e c t i v e l y ) , much l a r g e r
than t h e i r r e s p e c t i v e AB p e r c e n ta g e s of 12.5% and 18.2%.
Although a lm o s t t h r e e - q u a r t e r s o f the s tu d y p o p u l a t i o n showed no
avo id ance tendency toward any q u a d ra n t , where avo idance d i d occur , i t
was p r i m a r i l y a s s o c i a t e d w i t h Quadrant C (17.3%). The h i g h e s t l e v e l
o f avo id ance f o r Quadrant C o c c u r r e d f o r the MBTI ty p es ISTJ (25.9%)
and INTJ (28.1%).
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72
In summary, t h e STJ c o m b in a t io n s were most h e a v i l y r e p r e s e n t e d
by AB dominance, w h i l e AD dominance was r e l a t i v e l y more f r e q u e n t f o r
the P and N c o m b in a t io n s , w i t h NPs showing g r e a t e s t AD dominance.
HBDI Dominance and Avoidance P a t t e r n s by MBTI Elements
The r e l a t i o n s h i p s among the HBDI d o m in a n c e and a v o i d a n c e p a t
t e r n s and t h e i r c o r r e s p o n d in g MBTI e le m e n t s a r e p r e s e n t e d i n Tab le
14. The d i s t r i b u t i o n s o f t h e m o s t f r e q u e n t d o m in a n c e p a t t e r n s a r e
s i g n i f i c a n t l y d i f f e r e n t f o r e a c h MBTI s c a l e (j£ < .002 f o r t h e E l
s c a l e ; £ < .0001 f o r t h e SN, TF, and JP s c a l e s ) . The d e t a i l s o f
t h e s e d i f f e r e n c e s a r e p r e s e n t e d below.
The AB d o m in a n c e p a t t e r n was t h e m o s t p r e v a l e n t f o r a l l MBTI
e l e m e n t s e xc ep t i n t u i t i o n (N) and p e r c e p t i o n (P), where AD dominance
was abou t e q u a l l y common. AB dominance was s i g n i f i c a n t l y g r e a t e r f o r
MBTI i n t r o v e r t s ( I s ) a t 50.6% t h a n f o r e x t r a v e r t s (Es) a t 40.2%, f o r
s e n s o r s (Ss) a t 60.3% th an f o r i n t u i t i v e s (Ns) a t 22.7%, f o r t h i n k e r s
(Ts ) a t 48.0% t h a n f o r f e e l e r s (Fs ) a t 32.9%, and f o r j u d g e r s ( J s ) a t
54.4% t h a n f o r p e r c e p t i v e s (Ps ) a t 24.2%.
I n t u i t i v e s (Ns) show ed g r e a t e r AD d o m in a n c e t h a n s e n s o r s ( S s )
(26.1% v e r s u s 7.8%) as w e l l as g r e a t e r ABD d o m in a n c e (19.4% v e r s u s
9.6%). P e r c e p t i v e s (Ps ) showed g r e a t e r AD d o m in a n c e t h a n j u d g e r s
( J s ) (24.6% v e r s u s 10.9%).
In summary, AB dominance was more l i k e l y f o r t h e MBTI e l e m e n t s
I , S, T, and J t h a n f o r t h e MBTI e l e m e n t s E, N, F, and P, w h i l e AD
d o m i n a n c e was more l i k e l y f o r t h e MBTI e l e m e n t s N and P t h a n f o r S
and J .
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Reproduced
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73 74
T a b l e 14
HBDI D o m i n a n t a n d A v o i d a n t Q u a d r a n t P a t t e r n s b y MBTI E l e m e n t s
MBTI e l e m e n t s
HBDId o m i n a n t T o t a l E I S N T F J Pq u a d r a n tp a t t e r n N X N Z N X N X N X N X N X N X N X
A 38 4 . 8 7 2 . 1 31 6 . 7 22 4 . 4 16 5 . 4 35 4 . 9 3 3 . 3 30 5 . 1 8 3 . 7
B 11 1 . 4 6 1 . 8 5 1.1 10 2 . 0 1 0 . 3 7 1 . 0 4 4 . 4 9 1 . 5 2 0 . 9
C 1 0 . 1 1 0 . 3 0 0 . 0 1 0 . 2 0 0 . 0 1 0 . 1 0 0 . 0 0 0 . 0 1 0 . 5D 6 0 . 8 3 0 . 9 3 0 . 7 1 0 . 2 5 1 .7 5 0 . 7 1 1 . 1 3 0 . 5 3 1 . 4
AB 3 70 4 6 . 2 135 4 0 . 2 235 5 0 . 6 302 6 0 . 3 68 2 2 . 7 3 4 0 4 8 . 0 30 3 2 . 9 318 5 4 . 4 52 2 4 . 2
AC 3 0 . 4 0 0 . 0 3 0 . 6 1 0 . 2 2 0 . 7 2 0 . 3 1 1 .1 3 0 . 5 0 0 . 0
AD 117 1 4 . 6 4 4 1 3 . 1 73 1 5 . 7 39 7 . 8 78 2 6 . 1 11 0 1 5 . 5 7 7 . 7 64 1 0 . 9 53 2 4 . 6
BC 27 3 . 4 16 4 . 8 11 2 . 4 20 4 . 0 7 2 . 3 22 3 . 1 5 5 . 5 21 3 . 6 6 2 . 8
BD 22 2 . 8 10 3 . 0 12 2 . 6 16 3 . 2 6 2 . 0 20 2 . 8 2 2 . 2 16 2 . 8 6 2 . 8
CD 18 2 . 2 11 3 . 2 7 1 . 5 2 0 . 4 16 5 . 4 12 1 .7 6 6 . 6 5 0 . 9 13 6 . 1
ABC 36 4 . 5 22 6 . 5 14 3 . 0 30 6 . 0 6 2 . 0 27 3 . 8 9 9 . 9 25 4 . 3 U 5 . 1
ABD 106 1 3 . 3 51 1 5 . 2 55 1 1 . 8 4 8 9 . 6 58 1 9 . 4 9 6 1 3 . 6 10 1 1 . 0 73 1 2 . 5 33 1 5 . 3
ACD 10 1 . 2 6 1 . 8 4 0 . 9 0 0 . 0 10 3 . 3 6 0 . 9 4 4 . 4 2 0 . 3 8 3 . 7
BCD 25 3 . 1 18 5 . 3 7 1 . 5 6 1 . 2 19 6 . 4 18 2 . 5 7 7 . 7 13 2 . 2 12 5 . 6
ABCD 9 1 . 1 5 1 . 5 4 0 . 9 3 0 . 6 6 2 . 0 8 1 .1 1 1 .1 3 0 . 5 6 2 . 8
None 1 0 . 1 1 0 . 3 0 0 . 0 0 0 . 0 1 0 . 3 0 0 . 0 1 1 .1 0 0 . 0 1 0 . 5
HBDIa v o i d a n tq u a d r a n tp a t t e r n
A 4 0 . 5 3 0 . 9 1 0 . 2 0 0 . 0 4 1 . 3 2 0 . 3 2 2 . 2 3 0 . 5 1 0 . 5B 2 0 . 2 0 0 . 0 2 0 . 4 0 0 . 0 2 0 . 7 I 0 . 1 1 1 . 1 0 0 . 0 2 0 . 9C 13 8 1 7 . 3 37 1 1 . 0 101 2 1 . 8 93 1 8 . 6 45 1 5 .1 13 7 1 9 . 3 1 1 . 1 114 1 9 . 5 24 1 1 . 1
D 39 4 . 9 9 2 . 7 30 6 . 5 38 7 . 6 1 0 . 3 36 5 . 1 3 3 . 3 36 6 . 2 3 1 . 4
BC 1 0 . 1 0 0 . 0 1 0 . 2 0 0 . 0 1 0 . 3 1 0 . 1 0 0 . 0 0 0 . 0 1 0 . 5CD 23 2 . 9 3 0 . 9 20 4 . 3 22 4 . 4 1 0 . 3 23 3 . 2 0 0 . 0 20 3 . 4 3 1 . 4
ABCD 1 0 . 1 1 0 . 3 0 0 . 0 0 0 . 0 1 0 . 3 0 0 . 0 1 1 . 1 0 0 . 0 1 0 . 5
Non e 5 9 2 7 4 . 0 28 3 8 4 . 2 30 9 6 6 . 6 348 6 9 . 4 24 4 8 1 . 6 5 0 9 7 1 . 8 83 9 1 . 2 4 1 2 7 0 . 4 180 8 3 . 7
T o t a l 8 0 0 1 0 0 . 0 33 6 1 0 0 . 0 4 6 4 1 0 0 . 0 501 1 0 0 . 0 299 1 0 0 . 0 7 0 9 1 0 0 . 0 91 1 0 0 . 0 5 8 5 1 0 0 . 0 21 5 1 0 0 . 0
A v o i d a n c e was s i g n i f i c a n t l y h i g h e r (jj < .001) f o r t h e MBTI
e l e m e n t s I , S, T, and J t h a n f o r t h e E, N, F, and P e l e m e n t s . Where
avo id ance d i d oc c u r , i t was a lm o s t a lways a s s o c i a t e d w i th Quadrant C.
HBDI Dominance, Superdominance, and Avoidance by MBTI Elements
The d i s t r i b u t i o n o f t h e HBDI code c a t e g o r i e s —dominant (Code 1),
m o d e r a t e (Code 2 ) , and a v o i d a n t (Code 3 ) — and t h e i r c o r r e s p o n d i n g
MBTI e l e m e n t s a r e shown i n T a b l e 15. The t o t a l d o m i n a n t g r o u p was
d i v i d e d i n t o " s u p e r d o m i n a n t s " (HBDI q u a d r a n t s c o r e > 100) and t h e
r e m a i n i n g d o m i n a n t s (67 <= HBDI q u a d r a n t s c o r e <= 100) . The t o t a l
dominan t group f o r Quadrant A was abou t e q u a l l y d i v i d e d be tween the
supe rdom inan t and dominan t subgroups. For Quadrants B, C, and D, the
dominan t group g r e a t l y exceeded the supe rdom in an t group. Over 8 6 % o f
t h e s t u d y p a r t i c i p a n t s w e r e d o m i n a n t on Q u a d r a n t A and o v e r 75% on
Q u a d r a n t B, w h i l e o n l y 16% w e r e d o m i n a n t on Q u a d r a n t C, and 39% on
Q uadran t D.
O n ly i n Q u a d r a n t C w e r e t h e r e r e l a t i v e l y h i g h p e r c e n t a g e s o f
a v o i d a n t s — f ro m 22.7% t o 26.3% f o r MBTI e l e m e n t s I , S, T, and J , and
f ro m 2.2% t o 16.0% f o r e l e m e n t s E, N, F, and P. P e r c e n t a g e s o f
a v o i d a n t s on Q u a d r a n t s A and B w e r e a l l u n d e r 4%. On Q u a d r a n t D,
p e r c e n t a g e s o f a v o id a n t s ranged from 1.0% to 4.4% f o r MBTI e le m en ts
E, N, F, and P, and f ro m 8.3% t o 12.0% f o r e l e m e n t s I , S, T, and J .
The q u a d ra n t d i s t r i b u t i o n s f o r t h e MBTI e le m e n t s r e i n f o r c e the
f i n d i n g s a l r e a d y d i s c u s s e d . The d i f f e r e n c e s d e t a i l e d below a re a l l
s i g n i f i c a n t (j> < .005, u n l e s s o t h e r w i s e no ted ) by th e c h i - s q u a r e t e s t
of a s s o c i a t i o n .
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T a b l e 15
D i s t r i b u t i o n o f HBDI Q u a d r a n t D o m i n a n c e , S u p e r d o m i n a n c e , a n d A v o i d a n c e b y MBTI E l e m e n t s
HBDIq u a d r a n t
T o t a l
MBTI e l e m e n t s
E I s N T F J P
N X N X N X N X N X N X N X N X N X
A
T o t a l d o m in a n t 689 8 6 . 1 270 8 0 . 3 419 9 0 . 3 445 8 8 . 8 244 8 1 . 6 624 8 8 . 0 65 7 1 .4 518 8 8 . 6 171 7 9 .6
S u p e rd o m in a n t [346 4 3 . 2 ] [117 34 .8 ] [229 4 9 .3 1 [241 4 8 . 1 ] [105 3 5 . 1 ] (336 4 7 . 4 ] [ 10 11 .0 ] [ 279 4 7 . 7 ] I 67 3 1 . 2 ]
Dominan t [343 4 2 . 9 ] [153 4 5 . 5 ] [190 4 1 . 0 ] [204 4 0 . 7 ] [139 4 6 . 5 ] [288 4 0 . 6 ] I 55 6 0 . 4 ] [239 4 0 . 9 ] [104 4 8 . 4 ]
M o d e ra t e 106 1 3 . 3 62 18 .5 44 9 . 5 56 11 .2 50 1 6 .7 83 1 1 .7 23 2 5 . 3 64 1 0 .9 42 1 9 .5
A v o i d a n t 5 0 . 6 4 1 .2 1 0 . 2 0 0 . 0 5 1 . 7 2 0 . 3 3 3 . 3 3 0 . 5 2 0 . 9
B
T o t a l d o m in a n t 606 7 5 .7 263 7 8 .3 343 7 3 .9 435 8 6 . 8 171 5 7 . 2 538 7 5 . 9 68 7 4 .7 47 8 8 1 . 7 128 5 9 .5
S u p e rd o m in a n t [138 1 7 .2 ] ( 61 18 .2 ] [ 77 1 6 . 6 ] [123 2 4 . 5 ] [ 15 5 . 0 ] [124 1 7 . 5 ] [ 14 1 5 . 4 ] [123 2 1 . 0 ] [ 15 7 . 0 ]
Dominan t [468 5 8 . 5 ] [202 6 0 . 1 ] [266 5 7 . 3 ] [312 6 2 . 3 ] [156 5 2 . 2 ] [414 5 8 . 4 ] [ 54 5 9 . 3 ] [355 6 0 . 7 ] [113 5 2 . 5 ]
M o d e ra t e 190 2 3 . 8 72 2 1 .4 118 2 5 . 4 66 1 3 .2 124 4 1 . 5 169 2 3 . 8 21 2 3 .1 107 1 8 .3 83 3 8 .6
A v o i d a n t 4 0 . 5 1 0 . 3 3 0 . 7 0 0 . 0 4 1 . 3 2 0 . 3 2 2 . 2 0 0 . 0 4 1 . 9
C
T o t a l d o m in a n t 129 16 .1 79 2 3 .5 50 1 0 .8 63 1 2 .6 66 2 2 . 1 96 1 3 . 5 33 3 6 . 3 72 1 2 .3 57 2 6 . 5
S u p e rd o m in a n t [ 13 1 . 6 ] [ 8 2 .4 ] [ 5 1 . 1 ] [ 4 0 . 8 ] [ 9 3 . 0 ] [ 8 1 . 1 ] I 5 5 . 5 ] [ 9 1 .5 ] [ 4 1 . 9 ]
Dominant [116 1 4 . 5 ] [ 71 2 1 . 1 ] [ 45 9 . 7 ] f 59 1 1 .8 ] [ 57 1 9 . 1 ] [ 83 1 2 . 4 ] [ 28 3 0 . 8 ] [ 63 1 0 . 8 ) ( 53 2 4 . 6 ]
M o d e ra t e 508 6 3 . 5 216 6 4 .3 292 6 2 . 9 323 6 4 .5 185 6 1 . 9 452 6 3 . 8 56 6 1 . 5 379 6 4 . 8 129 6 0 . 0
A v o i d a n t 163 2 0 . 4 41 12 .2 122 2 6 . 3 115 2 2 . 9 48 1 6 . 0 161 2 2 . 7 2 2 . 2 134 2 2 . 9 29 1 3 .5
D
T o t a l d om in an t 313 3 9 .1 148 4 4 . 0 165 3 5 .5 115 2 3 . 0 198 6 6 . 2 275 3 8 . 8 38 4 1 . 8 179 3 0 . 6 134 6 2 . 3
Su p e rd o m in a n t [ 62 7 . 8 ] [ 27 8 . 0 ] [ 35 7 . 5 ] [ 11 2 . 2 ] I 51 1 7 . 1 ] 1 54 7 . 6 ] I 8 8 . 8 ] [ 24 4 . 1 ] [ 38 1 7 . 7 ]
Dominant [251 3 1 . 3 ] [121 3 6 . 0 ] [130 2 8 . 0 ] [104 2 0 . 8 ] [147 4 9 . 1 ] [221 3 1 . 2 ] [ 30 3 3 . 0 ] [155 2 6 . 5 ] [ 96 4 4 . 6 ]
M o d e ra t e 424 5 3 . 0 175 52 .1 249 5 3 . 7 326 6 5 . 0 98 3 2 . 8 375 5 2 . 9 49 5 3 . 8 350 5 9 . 8 74 3 4 . 4
A v o id a n t 63 7 . 9 13 3 . 9 50 1 0 .8 60 1 2 .0 3 1 . 0 59 8 . 3 4 4 . 4 56 9 . 6 7 3 . 3
T o t a l 800 1 0 0 . 0 336 10 0 .0 464 1 0 0 .0 501 10 0 .0 299 1 0 0 . 0 709 1 0 0 . 0 91 1 0 0 .0 585 1 0 0 .0 215 10 0 .0
N o t e . B r a c k e t e d ( s u p e r d o m i n a n t a n d d o m i n a n t ) v a l u e s a r e i n c l u d e d i n t o t a l d o m i n a n t v a l u e .
The Quadrant A t o t a l dominant p e r c e n ta g e s f o r e l e m e n t s I , S, T,
and J ( r a n g i n g f ro m 88.0% t o 90.3%) w ere a l l s i g n i f i c a n t l y g r e a t e r
t h a n t h o s e f o r E, N, F, and P ( r a n g i n g f ro m 71.4% t o 81.6%). A l s o ,
Quadrant A p e r c e n ta g e s o f s upe rdom inan t s were g r e a t e r than th o s e f o r
d o m i n a n t s f o r MBTI e l e m e n t s I (49.3% v s . 41.0%), S (48.1% v s . 40.7%),
T (47.4% v s . 40.6%), and J (47.7% v s . 40.9%), w h i l e t h e r e v e r s e was
t r u e f o r MBTI e l e m e n t s E (34.8% v s . 45.5%), N (35.1% v s . 46.5%), F
(11.0% v s . 60.4%), and P (31.2% v s . 48.4%).
The Quadrant B t o t a l dominant p e r c e n ta g e d i f f e r e n c e s f o r S ove r
N ( 8 6 . 8 % v s . 57.2%) and f o r J o v e r P (81.7% v s . 59.5%) w e re b o t h
s i g n i f i c a n t . While Quadrant B superdominance p e r c e n ta g e s were low e r
t h a n t h e d o m in a n c e p e r c e n t a g e s f o r a l l e l e m e n t s , t h e r e was s t i l l a
s i g n i f i c a n t l y g r e a t e r p e r c e n ta g e o f superdominan t Ss (24.5%) th an o f
Ns (5.0%) and o f s u p e r d o m i n a n t J s (21.0%) t h a n o f Ps (7.0%). T h e r e
w e r e no s i g n i f i c a n t d i f f e r e n c e s on Q u a d r a n t B f o r t h e E l o r TF
s c a l e s .
F e w e r t h a n 36% o f a l l p a r t i c i p a n t s f o r any MBTI e l e m e n t w e r e
d o m i n a n t on Q u a d r a n t C, w i t h b e t w e e n 60% and 65% b e i n g m o d e r a t e on
t h i s q u a d ra n t . However, t h e r e were s i g n i f i c a n t d i f f e r e n c e s f o r the
p e r c e n t a g e s o f t o t a l d o m i n a n t s f o r E (23.5%) o v e r I (10.8%), N
(22.1%) o v e r S (12.6%), F (36.3%) o v e r T (13.5%), and P (26.5%) o v e r
J (12.3%). The E, N, F, and P e l e m e n t s a l s o had s i g n i f i c a n t l y l o w e r
p e r c e n t a g e s o f a v o id a n t s ( r a n g in g from 2.2% to 16.0%) than d i d t h e I ,
S, T, and J e l e m e n t s ( r a n g i n g f ro m 22.7% t o 26.3%).
Q u a d r a n t D p e r c e n t a g e s o f t o t a l d o m i n a n t s w e r e t w i c e as l a r g e
f o r N and P (66.2% and 62.3%, r e s p e c t i v e l y ) as f o r S and J (23.0% and
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30.6%, r e s p e c t i v e l y ) , and w e r e s o m e w h a t g r e a t e r f o r E t h a n f o r I
(44.0% v s . 35.5%, r e s p e c t i v e l y ; j> < . 0 1 5 ) . The p e r c e n t a g e s o f Quad
r a n t D s u p e r d o m i n a n t s f o r N and P (17.1% and 17.7%, r e s p e c t i v e l y )
w e r e a l s o s i g n i f i c a n t l y g r e a t e r t h a n t h o s e f o r S and J (2.2% and
4.1%, r e s p e c t i v e l y ) . The p e r c e n ta g e s of m odera te s and a v o i d a n t s f o r
N and P were a l s o s i g n i f i c a n t l y low e r than t h o se f o r S and J . There
were no s i g n i f i c a n t d i f f e r e n c e s on Quadrant D f o r t h e TF s c a l e .
In summary, the MBTI e le m e n t s I , S, T, and J a l l showed s i g n i f i
c a n t l y h i g h e r dominance and supe rdom inance r e p r e s e n t a t i o n on Quadrant
A t h a n d i d t h e e l e m e n t s E, N, F, and P. For Quadrant B, t h e e l e m e n t s
S and J were s i g n i f i c a n t l y more l i k e l y t o be dominant and supe rdom i
n a n t t h an were e l e m e n t s N and P. By c o n t r a s t , t h e e l e m e n t s E, N, F,
and P showed s i g n i f i c a n t l y h i g h e r dominance r e p r e s e n t a t i o n and l o w e r
avo idance r e p r e s e n t a t i o n on Quadrant C than d i d t h e e l e m e n t s I , S, T,
and J . On Quadrant D, the e l e m e n t s N and P were s i g n i f i c a n t l y h i g h e r
on dominance and superdominance than the e l e m e n t s S and J .
HBDI Dominance, Superdominance, and Avoidance by MBTI TJ Types
The d i s t r i b u t i o n o f t h e HBDI co d e c a t e g o r i e s f o r t h e MBTI TJ
t y p e s ( I S T J , INTJ, ESTJ, ENTJ) i s p r e s e n t e d i n T a b l e 16, w i t h t h e
t o t a l dominant group d i v id e d i n t o s u p e rdom ina n t s and t h e r e m a in in g
do m in a n t s , as d e s c r i b e d above. Because TJs c o n s t i t u t e d t h e l a r g e s t
p e r c e n t a g e o f t h e s t u d y p o p u l a t i o n , t h e f i n d i n g s f o r t h e TJs w e r e
s i m i l a r t o t h e g e n e r a l t r e n d s d e s c r i b e d e a r l i e r f o r the e n t i r e popu
l a t i o n .
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T a b l e 16
D i s t r i b u t i o n o f HBDI Q u a d r a n t D o m i n a n c e , S u p e r d o m i n a n c e , a n d A v o i d a n c e b y MBTI T J T y p e s
HBDIq u a d r a n tp a t t e r n
I S T J
MBTI T J
INTJ
t y p e
ESTJ ENTJ T o t a l T J s T o t a l in o n - T J s T o t a l
N X N Z N Z N Z N Z N % N Z
A
T o t a l d o m i n a n t 21 0 9 2 . 1 80 9 7 . 6 127 8 7 . 6 58 8 0 . 6 4 7 5 9 0 . 1 21 4 7 8 . 4 68 9 8 6 . I
S u p e r d o m i n a n t 1138 6 0 . 5 ] [ 42 5 1 . 2 ] I 65 4 4 . 8 ] [ 27 3 7 . 5 ] [2 7 2 5 1 . 6 ] [ 74 2 7 . 1 ] [ 3 4 6 4 3 . 2 ]
D o m i n a n t [ 72 3 1 . 6 ] [ 38 4 6 . 4 ] [ 62 4 2 . 8 ] [ 31 4 3 . 1 ] [2 0 3 3 8 . 5 ] [ 1 4 0 5 1 . 3 ] [3 4 3 4 2 . 9 ]
M o d e r a t e 18 7 . 9 1 1 . 2 18 1 2 . 4 13 1 8 . 0 50 9 . 5 56 2 0 . 5 106 1 3 . 3
A v o i d a n t 0 0 . 0 1 1 . 2 0 0 . 0 1 1 . 4 2 0 . 4 3 1 .1 5 0 . 6
B
T o t a l d o m i n a n t 196 8 6 . 0 51 6 2 . 2 130 8 9 . 7 50 6 9 . 4 42 7 8 1 . 0 179 6 5 . 6 60 6 7 5 . 7
S u p e r d o m i n a n t 1 59 2 5 . 9 ] [ 4 4 . 9 ] I 41 2 8 . 3 ] t 6 8 . 3 ] [ 1 1 0 2 0 . 9 ] [ 28 1 0 . 3 ] [ 1 3 8 1 7 . 2 ]
D o m i n a n t [ 1 3 7 6 0 . 1 ] [ 47 5 7 . 3 ] [ 89 6 1 . 4 ] [ 4 4 6 1 . 1 ] [ 3 1 7 6 0 . 1 ] [151 5 5 . 3 ] [ 4 6 8 5 8 . 5 ]M o d e r a t e 32 1 4 . 0 31 3 7 . 8 15 1 0 . 3 22 3 0 . 6 100 1 9 . 0 90 3 3 . 0 190 2 3 . 8
A v o i d a n t 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 4 1 . 4 4 0 . 5
C
T o t a l d o m i n a n t 13 5 . 7 7 8 . 5 20 1 3 . 8 13 1 8 . 1 53 1 0 . 1 76 2 7 . 9 129 1 6 . 1
S u p e r d o m i n a n t I 2 0 . 9 ] I 0 0 . 0 ] I 1 0 . 7 ] [ 3 4 - 2 ] I 6 1 . 2 ] [ 7 2 . 6 ] E 13 1 . 6 ]D o m i n a n t [ 11 4 . 8 ] f 7 8 . 5 ] [ 19 1 3 . 1 ] [ 10 1 3 . 9 ] [ 47 8 . 9 ] ( 69 2 5 . 3 ] [ 1 1 6 1 4 . 5 ]
M o d e r a t e 139 6 1 . 0 51 6 2 . 2 101 6 9 . 7 4 9 6 8 . 0 3 4 0 6 4 . 5 168 6 1 . 5 50 8 6 3 . 5A v o i d a n t : 76 3 3 . 3 24 2 9 . 3 24 1 6 . 5 10 1 3 . 9 13 4 2 5 . 4 29 1 0 . 6 163 2 0 . 4
D
T o t a l d o m i n a n t 4 4 1 9 . 3 41 5 0 . 0 34 2 3 . 4 4 5 6 2 . 5 164 3 1 . 1 149 5 4 . 6 31 3 3 9 . 1S u p e r d o m i n a n t [ 7 3 . 1 ] [ 6 7 . 3 ] I o 0 . 0 ] [ 8 1 1 . 1 ] ( 21 4 . 0 ] [ 41 1 5 . 0 ] [ 62 7 . 8 ]
D o m i n a n t [ 37 1 6 . 2 ] [ 35 4 2 . 7 ] [ 34 2 3 . 4 ] I 37 5 1 . 4 ] [ 1 4 3 2 7 . 1 ] [ 1 0 8 3 9 . 6 ] [ 2 5 1 3 1 . 3 ]M o d e r a t e 143 6 2 . 7 39 4 7 . 6 101 6 9 . 7 27 3 7 . 5 3 10 5 8 . 8 114 4 1 . 7 4 2 4 5 3 . 0A v o i d a n t 41 1 8 . 0 2 2 . 4 10 6 . 9 0 0 . 0 53 1 0 . 1 10 3 . 7 63 7 . 9
T o t a l 2 28 1 0 0 . 0 82 1 0 0 . 0 145 1 0 0 . 0 72 1 0 0 . 0 5 27 1 0 0 . 0 2 73 1 0 0 . 0 8 0 0 1 0 0 . 0
N o t e . B r a c k e t e d ( s u p e r d o m i n a n t a n d d o m i n a n t ) v a l u e s a r e i n c l u d e d i n t o t a l d o m i n a n t v a l u e .
Over 80% o f each TJ type was dominant on Quadrant A, w i t h su p e r
d o m i n a n t s e x c e e d i n g t h e r e m a i n i n g d o m i n a n t s f o r a l l b u t t h e ENTJ
t y p e . P e r c e n t a g e s o f m o d e r a t e s on Q u a d r a n t A w e r e a l l u n d e r 20%,
w i t h a v o i d a n t s u n d e r 2%. The TJs a s a g r o u p showed s i g n i f i c a n t l y
h i g h e r Q u a d r a n t A d o m i n a n c e r e p r e s e n t a t i o n t h a n d i d n o n - T J s , w i t h
90.1% t o t a l d o m i n a n t s f o r TJs v e r s u s 78.4% f o r n o n - T J s . M o r e o v e r ,
51.6% o f t h e T J s w e r e s u p e r d o m i n a n t v e r s u s 27.1% o f t h e n o n - T J s ,
w h i l e 38.5% o f TJs were r em a in in g dom inan ts v e r s u s 51.3% o f non-TJs.
For Quadrant B, t h e TJs formed two d i s t i n c t g roups , t h e STJs and
t h e NTJs. The STJs w e r e h i g h e r i n t o t a l d o m i n a n t s (86.0% f o r ISTJ
and 89.7% f o r ESTJ) t h a n t h e NTJs (62.2% f o r INTJ and 69.4% f o r
ENTJ), a d i f f e r e n c e due to t h e l a r g e r p e r c e n ta g e s o f s upe rdom inan t s
f o r t h e STJs (25.9% f o r ISTJ and 28.3% f o r ESTJ) compared w i t h those
f o r t h e NTJs (4.9% f o r INTJ and 8.3% f o r ENTJ). The p e r c e n t a g e s f o r
t h e r e m a in i n g dom inan ts were s i m i l a r f o r a l l TJs , r a n g in g from 57.3%
to 61.4%. The TJs as a group were h i g h e r i n t o t a l dom in an ts a t 81.0%
t h a n t h e n o n - T J s a t 65.6%, and l o w e r i n m o d e r a t e s a t 19.0% t h a n t h e
n o n - T J s a t 33.0%.
F o r Q u a d r a n t C, t h e TJs a g a i n f o r m e d two d i s t i n c t g r o u p s , t h e
ETJs and t h e I T J s . The d i f f e r e n c e s w e r e r e f l e c t e d c h i e f l y i n t h e
p e r c e n t a g e s o f t o t a l dom in an ts and a v o id a n t s . The ITJs were lower i n
t o t a l d o m i n a n t s (5.7% f o r IS T J and 8.5% f o r INTJ) t h a n t h e ETJs
(13.8% f o r ESTJ and 18.1% f o r ENTJ), w h i l e t h e ETJs w e r e l o w e r i n
a v o i d a n t s (16.5% f o r ESTJ and 13.9% f o r ENTJ) t h a n t h e I T J s (33.3%
f o r ISTJ and 29.3% for INTJ). The TJs as a group were s i g n i f i c a n t l y
l o w e r i n t o t a l d o m i n a n t s a t 10.1% t h a n t h e n o n - T J s a t 27.9%, w h i l e
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the non-TJs were lower i n a v o id a n t s a t 10.6% than the TJs a t 25.4%.
For Quadrant D, the TJs formed th e same two groups as f o r Quad
r a n t B, t h e NTJs and t h e ST Js , b u t w i t h e s s e n t i a l l y o p p o s i t e o u t
c o m e s . The NTJs w e re h i g h on t o t a l d o m i n a n t s (50.0% f o r INTJ and
62.5% f o r ENTJ) and low on m o d e r a t e s (47.6% f o r INTJ and 37.5% f o r
ENTJ) and a v o i d a n t s (2.4% f o r INTJ and 0% f o r ENTJ). The STJs w e re
low on dom inan ts (19.3% f o r ISTJ and 23.4% f o r ESTJ), h igh on moder
a t e s (62.7% f o r IS T J and 69.7% f o r ESTJ) , and r e l a t i v e l y h i g h on
a v o i d a n t s (18.0% f o r IS T J and 6.9% f o r ESTJ) . As a g r o u p , t h e TJs
were low e r a c r o s s the board on dom inan ts (31.1% t o t a l dom inan ts , 4.0%
s u p e r d o m i n a n t s , and 27.1% r e m a i n i n g d o m i n a n t s ) t h a n t h e n o n - T J s
(54.6% t o t a l d o m i n a n t s , 15.0% s u p e r d o m i n a n t s , and 39.6% r e m a i n i n g
dom in an ts ) . The TJs were a l s o h i g h e r on modera te s a t 58.8% th an the
n o n - T J s a t 41.7%, and h i g h e r on a v o i d a n t s a t 10.1% t h a n t h e n o n - T J s
a t 3.7%.
I n summary, MBTI TJ types were more l i k e l y t o be bo th dominant
and supe rdom inan t on Quadrant A than were non-TJs. The TJ types were
a l s o more h i g h l y r e p r e s e n t e d by dominance on Quadrant B and were l e s s
l i k e l y t o be dominan t on Quadrants C and D than were non-TJs. While
the d i f f e r e n c e s be tween the TJs and non-TJs were s t r i k i n g , t h e r e were
a l s o some s i g n i f i c a n t d i f f e r e n c e s among the TJ types t h em se lve s . In
Quadrant A, superdominance was g r e a t e r than dominance fo r a l l b u t the
ENTJ t y p e . F o r Q u a d r a n t s B and D, t h e T J s d i v i d e d i n t o two g r o u p s ,
d e p e n d i n g on w h e t h e r t h e y w e r e f o r m e d w i t h N o r S. F o r Q u a d r a n t B,
t h e STJs w e r e g r e a t e r t h a n t h e NTJs on b o t h d o m in a n c e and s u p e r
d o m i n a n c e . F o r Q u a d r a n t D, t h e NTJs w e r e h i g h e r on d o m in a n c e and
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
low e r on avo idance th an were t h e STJs. For Quadrant C, t h e TJs were
d i v i d e d i n t o two groups based on w he the r t h e y were formed w i t h E o r
I . The ETJs w e r e h i g h e r on d o m i n a n c e and l o w e r on a v o i d a n c e t h a n
were t h e IT Js .
HBDI Quadrant Mean Scores f o r MBTI Types and Elements
HBDI q u a d ra n t mean s c o r e s f o r t h e MBTI t y p e s , e l e m e n t s , TJs , and
n o n - T J s a r e p r e s e n t e d i n T a b l e 17. An a n a l y s i s o f v a r i a n c e o f t h e
s c o r e s f o r each q u a d ra n t d e m o n s t r a t e d s e v e r a l s i g n i f i c a n t d i f f e r e n c e s
among t h e s e means.
Quadrant A means f o r ISTJ, ISTP, ESTJ, and INTJ were a l l g r e a t e r
th an 95 and were a l l s i g n i f i c a n t l y g r e a t e r than t h o se f o r the r e m a in
i n g t y p e s . The mean o f 103.0 f o r t h e IS T J t y p e was i n t h e s u p e r -
d o m i n a n t r a n g e ( g r e a t e r t h a n 1 0 0 ) , and c o n f i r m s t h e f i n d i n g ( s e e
Table 16) t h a t a lm o s t t w i c e as many ISTJs were supe rdom in an t as were
i n t h e n o r m a l r a n g e (67 t o 100) f o r d o m i n a n t s i n Q u a d r a n t A. M o re
o v e r , t h e means f o r ISTP, ESTJ, a nd INTJ w e r e c l o s e t o t h e s u p e r -
dominan t l e v e l and were t h e o n ly o t h e r mean v a lu e s f o r any q u a d ra n t
even to r each the 90 range . ENTP and combined F - ty p e s were l o w e s t on
Q uadran t A.
The Quadrant A d i f f e r e n c e s f o r t h e MBTI e le m e n t s were j u s t what
would be e xpe c te d from t h o se found f o r the t ypes . Quadrant A means
f o r I , S, T, and J , a l l c l o s e t o t h e s u p e r d o m i n a n t l e v e l , w e r e
g r e a t e r t h a n t h o s e f o r t h e i r r e s p e c t i v e o p p o s i t e s , E, N, F, and P.
The TJ mean, a l s o a p p ro a c h in g th e superdom in an t l e v e l , was g r e a t e r
t h a n t h a t f o r non-TJs.
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
85Table 17
Mean HBPI Quadrant Scores by MBTI Types and MBTI Elements
MBTItype
HBDI quadrant mean score
N Quadrant A Quadrant B Quadrant C Quadrant D
ISTJ 228 103.0 *** 87.6 *** 41.8 * 51.8 *ISTP 51 96.7 *** 79.7 ** 46.7 * 62.5 *ESTJ 145 95.2 *** 89.1 *** 48.8 * 55.4 *ESTP 31 89.1 ** 81.5 ** 57.5 ** 61.9 *INTJ 82 9 9 . 9 *** 73.1 * 43.8 * 70.3 **INTP 56 89.4 ** 64.3 * 53.3 * 8 6 . 2 ***ENTJ 72 89.6 ** 73.3 * 51.1 * 76.6 **ENTP 44 83.9 * 69.1 * 57.0 ** 86.3 ***
Combined F types 91 77.4 * 80.1 ** 63.9 ** 6 8 . 2 **
*** > ** > * £ < . 0 0 0 1 £ < . 0 0 0 1 £ < . 0 0 0 1 £ < . 0 0 0 1
MBTIelement
E 336 8 8 . 8 81.4 53.7 66.7I 464 98.1 80.5 45.9 61.8
E vs . I £ < . 0 0 0 1 n . s . £ < . 0 0 0 1 £ < .0005
S 501 97.3 87.2 46.9 55.0N 299 88.9 70.3 53.1 78.6
S vs . N £ < . 0 0 0 1 £ < . 0 0 0 1 £ < . 0 0 0 1 £ < . 0 0 0 1
T 709 96.4 81.0 47.3 63.3F 91 77.4 80.1 63.9 6 8 . 2
T vs . F £ < . 0 0 0 1 n . s . £ < . 0 0 0 1 n . s .
J 585 96.6 84.2 47.0 59.2P 215 87.7 71.7 55.0 76.4
J vs . P £ < .0006 £ < . 0 0 0 1 £ < . 0 0 0 1 £ < . 0 0 0 1
TJ 527 98.5 83.8 45.3 59.1Non-TJ 273 85.9 75.2 56.7 73.0TJ vs . non-TJ £ < . 0 0 0 1 £ < . 0 0 0 1 £ < . 0 0 0 1 £ < . 0 0 0 1
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
The Q u a d r a n t B means f o r t h e two SJ t y p e s , ISTJ and ESTJ, w e r e
s i g n i f i c a n t l y g r e a t e r than th o s e f o r t h e r e m a in in g t y p e s , a f i n d i n g
c o n f i r m e d by the f a c t t h a t Quadrant B means were g r e a t e r f o r e l e m e n t s
S and J t h a n f o r N and P. A l t h o u g h t h e Q u a d r a n t B mean f o r TJs was
g r e a t e r than t h a t f o r non-TJs, t h i s f i n d i n g was due e n t i r e l y to t h e
d i f f e r e n c e be tween J and P ( the T and F means were no t d i f f e r e n t ) .
The Quadrant C means were h i g h e s t f o r the combined F - ty p e s and
the two EP t y p e s , ENTP and ESTP, and were g r e a t e r f o r e l e m e n t s E, N,
F, and P t h a n f o r t h e i r r e s p e c t i v e o p p o s i t e s , I . S, T, and J . As
would be ex p e c t e d , the TJ mean f o r Quadrant C was lower than t h a t f o r
n o n - T J s .
The Q u a d r a n t D means f o r t h e tw o NP t y p e s , INTP and ENTP, w e r e
s i g n i f i c a n t l y g r e a t e r than th o s e f o r t h e r em a in ing types . Quadrant D
means were a l s o g r e a t e r f o r e l e m e n t s E, N, and P than f o r e l e m e n t s I ,
S, a nd J . The TJ mean f o r Q u a d r a n t D was l o w e r t h a n t h a t f o r n o n -
T Js .
In summary, t h e a n a l y s i s o f v a r i a n c e f i n d i n g s f o r the q u a d ra n t s
c o n f i r m t h o s e fo u n d f o r t h e c h i - s q u a r e a n a l y s e s d i s c u s s e d a b o v e .
Q u a d r a n t A mean s c o r e s w e r e g r e a t e r f o r t h e I , S, T, and J c o m b i n a
t i o n s , w i t h TJ a s t h e s t r o n g e s t f u n c t i o n a l g r o u p , and ISTJ as t h e
s t r o n g e s t MBTI t y p e . Q u a d r a n t B mean s c o r e s w ere g r e a t e r f o r SJ
c o m b i n a t i o n s , w h i l e Q u a d r a n t C was s t r o n g e s t f o r Fs and EPs, and
Quadrant D, f o r t h e NP f u n c t i o n a l group.
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
Summary o f F in d in g s f o r t h e Resea rch Hypothes is
87
Each o f t h e t a b l e s a n a l y z e d f o r t h e r e s e a r c h h y p o t h e s i s shows
e s s e n t i a l l y the same r e s u l t s , a l l i n accordance w i t h t h e e x p e c t a t i o n s
p r o v i d e d by t h i s h y p o t h e s i s — t h a t s e n s i n g ( S ) , t h i n k i n g (T) , and
j u d g in g (J) i n d i v i d u a l s would be d o m i n a n t p r i m a r i l y i n Q u a d r a n t s A
and B i n t h e l e f t h e m i s p h e r e , w i t h h i g h i n c i d e n c e o f AB d o m i n a n c e ,
and t h a t f e e l i n g i n d i v i d u a l s (Fs) would show p r e f e r e n c e f o r Quadrant
C, w h i l e i n t u i t i v e s (Ns) and p e r c e p t i v e s (Ps) would show p r e f e r e n c e
f o r Quadrant D.
The STJ c o m b i n a t i o n s w e re m o s t h e a v i l y r e p r e s e n t e d by t h e AB
d o m i n a n c e p a t t e r n , a s e x h i b i t e d by b o t h t h e MBTI t y p e a n a l y s i s and
the MBTI e le m e n t a n a l y s i s . Moreover , a p p ro x im a te ly 89% o f the I , S,
T, and J i n d i v i d u a l s and 90% o f the TJs were dominant on Quadrant A,
and o v e r h a l f o f t h o s e w e r e s u p e r d o m i n a n t . F o r Q u a d r a n t B, t h e
e l e m e n t s S and J w e r e s i g n i f i c a n t l y more l i k e l y t o be d o m i n a n t and
s u p e r d o m i n a n t t h a n w e r e e l e m e n t s N and P. The TJ t y p e s w e re a l s o
more h i g h l y r e p r e s e n t e d by dominance on Quadrant B. The a n a l y s i s o f
v a r i a n c e f i n d i n g s f o r Quadrants A and B c on f i rm those found f o r the
c h i - s q u a r e a n a l y s e s d i s c u s s e d above . Q u a d r a n t A mean s c o r e s w e r e
g r e a t e r f o r the I . S, T, and J c o m b i n a t i o n s , w i th TJ as t h e s t r o n g e s t
f u n c t i o n a l g r o u p , and I S T J a s t h e s t r o n g e s t MBTI t y p e . Q u a d r a n t B
mean s c o r e s w e r e g r e a t e r f o r SJ c o m b i n a t i o n s . Thus , t h e HBDI l e f t
h e m i s p h e r i c dominance o f MBTI s e n s i n g , t h in k i n g , and ju d g ing i n d i v i d
u a l s was s t r o n g l y suppo r ted .
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
F - t y p e s showed a p r e f e r e n c e f o r Quadrant C, w i th the e l e m e n t s E,
N, F, and P showing s i g n i f i c a n t l y h i g h e r dominance r e p r e s e n t a t i o n and
lo w e r avo idance r e p r e s e n t a t i o n than d i d t h e e l e m e n t s I , S, T, and J .
H o w e v e r , t h e E, N, F, P p r e f e r e n c e f o r Q u a d r a n t C was n o t so s t r o n g
a s was t h e I , S, T, and J p r e f e r e n c e f o r Q u a d r a n t s A o r B. A s i g
n i f i c a n t , bu t n o t h y p o t h e s i z e d , d i f f e r e n c e f o r the El s c a l e was a l s o
fo u n d f o r Q u a d r a n t C, w i t h ETJs h i g h e r on d o m in a n c e and l o w e r on
a v o i d a n c e t h a n I T J s . N on-TJs w e r e s i g n i f i c a n t l y more l i k e l y t o be
d o m i n a n t t h a n w e r e T Js . From t h e a n a l y s i s o f v a r i a n c e , t h e mean
s c o r e s f o r Quadrant C were g r e a t e s t f o r E, N, F, and P c o m b in a t io n s ,
p a r t i c u l a r l y f o r Fs and EPs. Thus , t h e HBDI Q u a d r a n t C p r e f e r e n c e
f o r MBTI f e e l i n g i n d i v i d u a l s was s u p p o r t e d .
I n t u i t i v e s (Ns) and p e r c e p t i v e s (Ps) p r e f e r r e d Quadrant D, w i t h
AD dominance more f r e q u e n t than any o t h e r dominance p a t t e r n . A lso ,
the e l e m e n t s N and P were s i g n i f i c a n t l y h i g h e r on superdominance th an
w e r e t h e e l e m e n t s S and J . TJs w e r e l e s s l i k e l y t o be d o m i n a n t on
Q u a d r a n t D t h a n w e r e n o n - T J s . Q u a d r a n t D mean s c o r e s w e re h i g h e s t
f o r t h e NP f u n c t i o n a l g r o u p , c o n f i r m i n g t h e c h i - s q u a r e f i n d i n g s .
Thus, t h e h y p o t h e s i z e d p r e f e r e n c e o f MBTI i n t u i t i v e s and p e r c e p t i v e s
f o r HBDI Quadrant D was suppo r ted .
In summary, a l l r e l a t i o n s h i p s s p e c i f i e d by the r e s e a r c h hypo the
s i s b e t w e e n t h e HBDI and t h e MBTI w e r e s u p p o r t e d by t h e d a t a f ro m
t h i s s tu dy .
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
F in d in g s R e l a t i n g t o Research Ques t io n 1
R e s e a r c h Q u e s t i o n 1 a s k s w h e t h e r t h e r e w e re MBTI d i f f e r e n c e s
b e t w e e n t h e 1986 -1 9 8 7 DSMC p r o g r a m m a n a g e r s t u d e n t s i n t h e s t u d y
p o p u l a t i o n and a group o f DSMC s t u d e n t s f rom th e 1982-1984 program
manager c l a s s e s ( N i d i f f e r , 1984).
Comparison o f MBTI D i s t r i b u t i o n s f o r Two S e t s o f DSMC C l a s s e s
The d i s t r i b u t i o n s o f MBTI t y p e s and MBTI e le m e n t s f o r the 1986-
1987 DSMC c l a s s e s ( s t u d y p o p u l a t i o n ) and the 1982-1984 DSMC c l a s s e s
( N i d i f f e r , 1984) a r e p r e s e n t e d i n c o l u m n s 2 and 3 o f T a b l e 18, r e
s p e c t i v e l y . There were no s i g n i f i c a n t d i f f e r e n c e s be tween the MBTI
type d i s t r i b u t i o n s f o r the two s e t s o f c l a s s e s . The most f r e q u e n t l y
o c c u r r i n g type i n b o th groups was ISTJ, which accoun ted f o r ove r 25%
o f each group.
No d i f f e r e n c e s w e r e f o u n d f o r t h e E l , SN, o r JP s c a l e s , b u t
t h e r e was a s i g n i f i c a n t l y ( £ < .0 1 1 ) g r e a t e r p e r c e n t a g e o f Ts and a
c o r r e s p o n d i n g l y s m a l l e r p e r c e n t a g e o f Fs i n the 1986-1987 group th an
i n t h e 1982-1984 group, though T was much more f r e q u e n t i n each group
t h a n was F. This i n c r e a s e i n t h e p e r c e n ta g e o f Ts was a l s o found in
t h e s i g n i f i c a n t l y (j3 < .047) g r e a t e r p e r c e n t a g e o f TJs i n t h e s t u d y
p o p u l a t i o n t h a n i n t h e 1982-1984 c l a s s e s .
Summary o f F i n d in g s f o r R e se a rc h Q u e s t io n 1
The f i n d i n g s f o r R esea rch Q ue s t ion 1 i n d i c a t e d t h a t t h e two s e t s
o f DSMC c l a s s e s were q u i t e s i m i l a r i n t h e i r MBTI d i s t r i b u t i o n s , w i t h
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
90Table 18
Comparison of MBTI Types and MBTI Elements for 1986-87 DSMC Program Manager Students and Other Selected Managerial Populations
W O T 'T U U 4 J.type
1986-1987 DSMC classes N - 811
1982-1984 DSMC classes8 N - 595
M ilitary and c iv ilian army executives"
N - 60Managers and
administrators11 N - 7,463
Federal . executives0 N - 1,394
ISTJ 28.2Z 27.2Z 30.0Z 14.9Z 26.3ZISFJ 2.8 3.9 0.0 6.3 2.7INFJ 1.1 1.3 1.7 3.1 1.8INTJ 10.2 11.1 10.0 5.6 14.9ISTP 6.3 5.9 1.7 2.7 5.4ISFP 0.7 1.3 0.0 2.5 0.4INFP 1.2 2.9 0.0 4.6 2.4INTP 7.2 8.9 5.0 3.6 9.1ESTP 4.0 3.9 6.7 2.7 2.0ESFP 0.5 0.7 0.0 2.8 0.6ENFP 1.9 2.0 0.0 6.9 2.4ENTP 5.4 5.0 5.0 4.9 5.8ESTJ 18.0 13.3 23.3 17.0 12.3ESFJ 2.0 3.0 0.0 7.3 1.4ENFJ 1.4 1.2 0.0 4.9 1.9ENTJ 9.1 8.4 16.7 10.1 10.6
MBTIelement
E 42.2Z 37.5X 51.7Z 56.7Z 37.0ZI 57.8 62.5 48.3 43.3 63.0
S 62.5 59.2 61.7 56.3 51.1N 37.5 40.8 38.3 43.7 48.9
T 88.4 83.7 98.3 61.6 86.4F 11.6 16.3 1.7 38.4 13.6
J 72.9 69.4 81.7 69.3 71.9P 27.1 30.6 18.3 30.7 28.1
TJs 65.6Z 60.0Z 80.0Z 47. 7Z 64.1Z
aFrom "The Personality Factor: Software Technology and the 'Thinking Styles' of ProgramManagers" by K. E. N idiffer, 1984, Program Manager, 13(4), 10-18.
^From "Executive Personality Types: A Comparison of M ilitary and Civilian Leaders in aSingle O rganization” by J. E. DeWald. 1987, D isse rta tio n A bstracts In te rn a tio n a l, 47, 29S4A. !cFrom Manual: A Guide to the Development and Use of the Myera-Briggs Type Indicator byI. B. Myers & M. H. McCaulley, 1985, Palo Alto, CA: Consulting Psychologists Press.
dFrom "Managers: Federal Executives" by R. T. P ickering , in C. P. Macdaid, M. H.McCaulley, & R. I. Kainz, 1986, Myers-Bngf.a TyP° In d ica to r: A tlas of Type Tables(unnumbered pages), Gainesville, FC: Center for Applications ot Psychological Type.
R e p ro d u c e d with p e rm iss ion of th e copyright ow ner. F u r th e r rep roduction prohibited w ithout perm iss ion .
the most f r e q u e n t l y o c c u r r i n g types (TJs) becoming even, more f r e q u e n t
o v e r t h e a p p r o x i m a t e l y 3 - y e a r i n t e r v a l b e t w e e n t h e two s e t s o f
c l a s s e s .
F in d in g s R e l a t i n g t o Research Q ues t ion 2
Research Q ues t ion 2 asks w he the r t h e r e were d i f f e r e n c e s be tw een
t h e MBTI t y p e d i s t r i b u t i o n f o r t h e s t u d y p o p u l a t i o n and t h o s e f o r
t h r e e o t h e r m a n a g e r i a l p o p u l a t i o n s f ro m t h e l i t e r a t u r e (DeWald,
1986/1987; Myers & McCaulley, 1985; P i c k e r i n g , 1986).
MBTI Comparison f o r Study P o p u l a t i o n Versus O the r Manager ia l P o p u l a t i o n s
The MBTI d i s t r i b u t i o n s f o r t h e s t u d y p o p u l a t i o n and f o r t h e
t h r e e o t h e r m a n a g e r i a l p o p u l a t i o n s from th e l i t e r a t u r e a r e p r e s e n t e d
i n c o l u m n s 2, 4 , 5, and 6 , r e s p e c t i v e l y , o f T a b l e 18.
There were no s i g n i f i c a n t d i f f e r e n c e s be tw een the MBTI d i s t r i b u
t i o n s f o r DeWald's (1986/1987) Army e x e c u t i v e s and the s tu d y popu la
t i o n . In b o th groups, ISTJ was the most f r e q u e n t l y o c c u r r in g ty p e ,
f o l l o w e d by t h e o t h e r t h r e e TJ t y p e s . The d i f f e r e n c e s b e t w e e n t h e
MBTI s c a l e d i s t r i b u t i o n s were a l s o n o n s i g n i f i c a n t , excep t t h a t t h e r e
was a h i g h e r p e r c e n t a g e o f Ts (j) < . 017 ) and o f TJs (j3 < .06) among
th e Army e x e c u t i v e s than i n the s tu d y p o p u la t io n .
The MBTI d i s t r i b u t i o n s f o r the Myers and McCaulley (1985) man
a g e r s and a d m i n i s t r a t o r s w e re d i f f e r e n t (£_ < . 0 0 1 u n l e s s o t h e r w i s e
n o t e d ) f ro m t h o s e f o r t h e s t u d y p o p u l a t i o n . The m os t f r e q u e n t l y
o c c u r r i n g type f o r the managers and a d m i n i s t r a t o r s was ESTJ, w i th t h e
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
ISTJ p e r c e n ta g e on ly about h a l f t h a t f o r t h e s tu d y p o p u l a t i o n . Most
o f t h e t y p e d i f f e r e n c e s w e r e r e l a t e d t o t h e TF s c a l e . I n g e n e r a l ,
t h e F t y p e s w e r e more h i g h l y r e p r e s e n t e d among t h e m a n a g e r s and
a d m i n i s t r a t o r s than i n t h e s t u d y p o p u l a t i o n , w h i l e t h e r e v e r s e was
t r u e f o r t h e T t y p e s .
The MBTI s c a l e d i s t r i b u t i o n s were a l s o s i g n i f i c a n t l y d i f f e r e n t
f o r t h e two groups. The managers and a d m i n i s t r a t o r s showed g r e a t e r
r e p r e s e n t a t i o n f o r E t h a n f o r I , w h i l e I was more p r e v a l e n t i n t h e
s t u d y p o p u l a t i o n . W h i l e S, T, a n d J w e r e m ore f r e q u e n t t h a n t h e i r
r e s p e c t i v e o p p o s i t e s i n bo th g roups , they were s i g n i f i c a n t l y more so
(j^ < .036) f o r J i n t h e s t u d y p o p u l a t i o n t h a n i n t h e Myers and
McCaulley (1985) group. Moreover , t h e p e rc e n ta g e o f TJs was s i g n i f i
c a n t l y lower f o r the managers and a d m i n i s t r a t o r s , the o n ly group f o r
which i t was under 50%, than f o r the s tu d y p o p u l a t i o n .
The MBTI d i s t r i b u t i o n s f o r t h e P i c k e r i n g (1986) f e d e r a l execu
t i v e s were s i g n i f i c a n t l y d i f f e r e n t f rom t h o se f o r the s tu d y popu la
t i o n . Al though ISTJ was the modal type i n b o th groups , f o l l o w e d by
t h e o t h e r t h r e e TJ t y p e s , t h e r e were some s m a l l bu t s i g n i f i c a n t d i f
f e r e n c e s b e t w e e n t h e two d i s t r i b u t i o n s . I n g e n e r a l , MBTI N t y p e s
( e . g . , INTJ and INTP) w e r e more f r e q u e n t l y (j> < .001) r e p r e s e n t e d
among t h e f e d e r a l e x e c u t i v e s , w h i l e t h o s e f o r m e d w i t h S ( e . g . , I S T J
and ESTJ) w e re more f r e q u e n t i n t h e s t u d y p o p u l a t i o n . F o r t h e f e d
e r a l e x e c u t i v e s , t h e S and N p e r c e n t a g e s were about e q u a l , w h i l e over
62% o f the s tu d y p o p u l a t i o n were Ss, a d i f f e r e n c e s i g n i f i c a n t a t j> <
.0001. Almost t w o - t h i r d s o f the f e d e r a l e x e c u t i v e s were I combina
t i o n s , c o m p a r e d w i t h j u s t o v e r h a l f o f t h e s t u d y p o p u l a t i o n
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
( £ < . 0 1 7 ) . T h e r e w e r e no s i g n i f i c a n t d i f f e r e n c e s on t h e TF o r JP
d im e ns ions o r f o r the TJ d i s t r i b u t i o n .
MBTI Comparison o f DSMC C i v i l i a n s Versus O the r M anager ia l P o p u l a t i o n s
Because c i v i l i a n managers were h e a v i l y r e p r e s e n t e d i n two o f the
m a n a g e r i a l g r o u p s f r o m t h e l i t e r a t u r e (Myers & M c C a u l l e y , 1985;
P i c k e r i n g , 1 986 ) , t h e c i v i l i a n s f o r t h e s t u d y p o p u l a t i o n w ere com
pared s e p a r a t e l y w i t h t h e s e two groups. The MBTI d i s t r i b u t i o n s f o r
t h e c i v i l i a n p o r t i o n o f the s tu d y p o p u l a t i o n and the two groups from
th e l i t e r a t u r e a r e p r e s e n t e d i n Table 19.
F o r t h e c i v i l i a n s i n t h e s t u d y p o p u l a t i o n , p e r c e n t a g e s o f Ns,
P s , and Fs h a v e i n c r e a s e d s l i g h t l y o v e r t h o s e f o r t h e e n t i r e s t u d y
p o p u l a t i o n , b r i n g i n g t h e i r MBTI d i s t r i b u t i o n s s o m e w h a t c l o s e r t o
t h o se f o r t h e Myers and McCaulley (1985) group, enough c l o s e r i n t h e
c a s e o f t h e Ns and Ps t o c o m p l e t e l y r em ove t h e s i g n i f i c a n t d i f f e r
e n c e s t h a t w e r e f o u n d when t h e t o t a l s t u d y p o p u l a t i o n was u s e d f o r
the compar ison .
N o n e t h e l e s s , t h e r e a r e s t i l l s i g n i f i c a n t d i f f e r e n c e s be tween the
MBTI type d i s t r i b u t i o n s . Both groups were more l i k e l y t o be STJ th an
any o t h e r t y p e g r o u p i n g , b u t t h e m a n a g e r s and a d m i n i s t r a t o r s w e r e
m o s t l i k e l y t o be EST Js , w h i l e t h e s t u d y p o p u l a t i o n c i v i l i a n s w e re
m o s t l i k e l y t o be I S T J s . The F.I d i f f e r e n c e i s s i g n i f i c a n t (j> <
.0 0 1 ) , w i t h I s c o n s t i t u t i n g more t h a n h a l f o f t h e s t u d y p o p u l a t i o n
c i v i l i a n s w h i l e Es c o n s t i t u t e a m a j o r i t y o f the managers and a d m i n i s
t r a t o r s . Though t h e m a j o r i t y o f b o t h g r o u p s w e r e Ts, T t y p e s w e r e
more p r e v a l e n t among th e s tu d y p o p u l a t i o n c i v i l i a n s , w h i l e F t ypes
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
Table 19Comparison of MBTI Types and MBTI Elements for 1986-87
DSMC C iv i l i an Program Manager Students and Other C iv i l i an Managers and Adminis t ra tors
MBTItype
1986-1987 DSMC c i v i l i a n s
N - 230Managers and
admin is t ra to rs N - 7,463
Federal h execut ives0 N =■ 1,394
ISTJ 22.62 14.92 26.32ISFJ 3.0 6.3 2.7INFJ 1.3 3.1 1 . 8
INTJ 1 2 . 6 5.6 14.9ISTP 5.7 2.7 5.4ISFP 1.3 2.5 0.4INFP 1.3 4.6 2.4INTP 1 0 . 0 . 3.6 9.1ESTP 4.4 2.7 2 . 0
ESFP 0 . 0 2 . 8 0 . 6
ENFP 3.5 6.9 2.4ENTP 8.3 4.9 5.8ESTJ 15.2 17.0 12.3ESFJ 1.7 7.3 1.4ENFJ 3.0 4.9 1.9ENTJ 6 . 1 1 0 . 1 1 0 . 6
MBTIelement
E 42.22 56.72 37.02I 57.8 43.3 63.0
S 53.9 56.3 51.1N 46.1 43.7 48.9
T 84.8 61.6 86.4F 15.2 38.4 13.6
J 65.7 69.3 71.9P 34.3 30.7 28.1
TJs 56.52 47.72 64.12
aFrom Manual: A Guide to the Development and Use of the Myers-BrieesType Ind ica to r by I.TTI Myers & M. H. McCaulley, 198b, Palo Alto, CAT Consult ing Psychologis ts Press .
From "Managers: F e d e r a l E x e c u t i v e s " by R. T. P i c k e r i n g , in C. P.Macdaid, M. H. McCaulley, & R. I . Kainz, 1986, M yers -Br ipes Type Ind ica to r : Atlas of Type Tables (unnumbered pages,), Gainesv i l le , FL:Center fo r Applicat ions of Psychological Type.
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
were more f r e q u e n t l y r e p r e s e n t e d among the managers and a d m i n i s t r a
t o r s . TJ t y p e s s t i l l d o m i n a t e b o t h g r o u p s , b u t t h e d i f f e r e n c e i s
a lm o s t 1 0 p e r c e n ta g e p o i n t s l e s s t h an i t was be tween the t o t a l s tu d y
p o p u l a t i o n and the managers and a d m i n i s t r a t o r s . N o n e th e le s s , the TJ
r e p r e s e n t a t i o n i s s t i l l s i g n i f i c a n t l y (j> < . 0 0 1 ) g r e a t e r f o r t h e
s t u d y p o p u l a t i o n c i v i l i a n s than f o r t h e managers and a d m i n i s t r a t o r s .
The MBTI d i s t r i b u t i o n s f o r t h e s t u d y p o p u l a t i o n c i v i l i a n s and
th e P i c k e r i n g (1986) f e d e r a l e x e c u t i v e s show no s i g n i f i c a n t d i f f e r
e n c e s f o r t y p e , e l e m e n t , o r T J s . The l a r g e s t d i f f e r e n c e i s f o r t h e
JP s c a l e ( £ < . 0 5 4 ) , w h e r e t h e i n c r e a s e i n t h e p e r c e n t a g e o f Ps f o r
the s tu d y p o p u l a t i o n c i v i l i a n s has r e s u l t e d i n a l a r g e r p e rc e n ta g e o f
Ps t h an i s found f o r the f e d e r a l e x e c u t i v e s .
Summary o f F in d in g s f o r R e se a rc h Q u e s t io n 2
While t h e r e a r e s i g n i f i c a n t d i f f e r e n c e s be tween the MBTI d i s t r i
b u t i o n s f o r t h e s tudy p o p u l a t i o n on th e one hand and the t h r e e mana
g e r i a l p o p u l a t i o n s on the o t h e r , the d i f f e r e n c e s appear to be j u s t o f
d e g r e e . A l l f o u r g r o u p s a r e d o m i n a t e d by TJ t y p e s and ha ve g r e a t e r
p e r c e n t a g e s o f S, T, and J i n d i v i d u a l s t h a n o f N, F, and P i n d i v i d
u a l s . The E l s c a l e i s t h e o n l y one f o r w h i c h t h e d i f f e r e n c e s a r e
d i r e c t i o n a l . More t h a n h a l f o f t h e s t u d y p o p u l a t i o n and o f t h e
f e d e r a l e x e c u t i v e s a re I s , w h i l e ove r h a l f o f the Army e x e c u t i v e s and
t h e managers and a d m i n i s t r a t o r s a r e Es. Even the ve ry s t r o n g F - ty p e
r e p r e s e n t a t i o n f o r the managers and a d m i n i s t r a t o r s , much h i g h e r t h a n
t h a t f o r any o f the o t h e r p o p u l a t i o n s , c o n s t i t u t e d a m i n o r i t y i n t h a t
g r o u p . Thus , t h e g e n e r a l p a t t e r n o f h e a v y TJ r e p r e s e n t a t i o n , w i t h
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
m a j o r i t i e s o f S, T, and J i n d i v i d u a l s , p r e v a i l s i n a l l p o p u l a t i o n s .
The g e n e r a l s i m i l a r i t y o f t h e MBTI d i s t r i b u t i o n s f o r the s tu d y
p o p u l a t i o n and t h e t h r e e m a n a g e r i a l g r o u p s i s s t r e n g t h e n e d by t h e
com pa r i sons be tween the s tu d y p o p u l a t i o n c i v i l i a n s and the two mana
g e r i a l p o p u l a t i o n s which were l a r g e l y c i v i l i a n , where the d i f f e r e n c e s
a r e a t t e n u a t e d in t h e one case and c o m p l e t e l y removed in the o t h e r .
F in d in g s R e l a t i n g t o Research Q ues t ion 3
R esearch Q ues t ion 3 asks w he the r t h e r e were MBTI or HBDI d i f f e r
ences be tween males and fem a les .
MBTI Types and MBTI Elements f o r Males and Females
Tab le 20 d i s p l a y s t h e d i s t r i b u t i o n s o f MBTI t y p e s , e l e m e n t s , and
TJ ty p es f o r m ales and f o r f em a le s . A p prox im a te ly t w o - t h i r d s o f t h e
m a l e a w e r e TJ t y p e s a s c o m p a r e d w i t h l e s s t h a n h a l f o f t h e f e m a l e s
( £ < .007), a d i f f e r e n c e d e m o n s t r a t e d p r i m a r i l y f o r ISTJs, where t h e
p e r c e n ta g e o f m ales was more t h an t w i c e t h a t o f f em a les . Almost t w o -
t h i r d s o f t h e m a l e s w e r e Ss , a s c o m p a r e d w i t h l e s s t h a n h a l f o f t h e
f e m a le s (ja < .013). Al though bo th males and f e m a le s i n t h i s popu la
t i o n were p r e d o m i n a n t l y Ts, f em a les showed g r e a t e r F r e p r e s e n t a t i o n
t h a n d i d m a l e s (ja < . 0 5 5 ) . T h e r e w e r e no s i g n i f i c a n t d i f f e r e n c e s
be tw een males and f em a le s on the El o r JP d im e ns ions .
HBDI Dominance and Avoidance P a t t e r n s f o r Males and Females
The d i s t r i b u t i o n s o f HBDI dominance and avo idance p a t t e r n s f o r
m a l e s and f o r f e m a l e s a r e p r e s e n t e d i n T a b l e 21. M a le s w e r e
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
97Table 20
MBTI Types and MBTI Elements by Sex
Male Female To t a l
MBTIty p e N % N % N %
ISTJ 2 2 2 29 .2 7 14.0 229 28 .2
ISTP 47 6 . 2 4 8 . 0 51 6 .3ESTP 30 3 .9 2 4 ,0 32 4 . 0
ESTJ 138 18.1 8 16.0 146 . 18 .0
INTJ 78 10 .3 5 1 0 . 0 83 1 0 . 2
INTP 53 7 .0 5 1 0 . 0 58 7 .2
ENTP 39 5 .1 5 1 0 . 0 44 5 . 4
ENTJ 70 9 .2 4 8 . 0 74 9 .1
Combined F t y p e s 84 1 1 . 0 1 0 2 0 . 0 94 1 1 . 6
T o t a l 761 1 0 0 . 0 50 1 0 0 . 0 811 1 0 0 . 0
MBTIe le m en t
E 317 41 .7 25 50 .0 342 4 2 .2
I 444 58 .3 25 50 .0 469 5 7 .8
S 484 63 .6 23 46 .0 507 62 .5
N 277 36 .4 27 54 .0 304 37 .5
T 677 89 .0 40 80 .0 717 8 8 .4
F 84 1 1 . 0 1 0 2 0 . 0 94 1 1 . 6
J 559 73 .5 32 64 .0 591 72 .9
P 2 0 2 26 .5 18 36 .0 2 2 0 27 .1
TJs 508 6 6 . 8 24 48 .0 532 65 .6
Non-TJs 253 33 .2 26 52 .0 279 3 4 .4
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
98
HBDI Dominant
Table
and Avoidant
2 1
Quadrant P a t t e r n s by Sex
HBDIdominantq u a d ra n tp a t t e r n
Male Female To ta l
N % N % N %
A 35 4 .7 3 6 . 1 38 4 .8B 1 1 1.5 0 0 . 0 11 1.4C 1 0 . 1 0 0 . 0 1 0 . 1
D 6 0 . 8 0 0 . 0 6 0 . 8
AB 356 4 7 .4 14 28 .6 370 46 .2AC 3 0 .4 0 0 . 0 3 0 .4AD 1 1 2 14.9 5 1 0 . 2 117 14.6BC 2 2 2 .9 5 1 0 . 2 27 3.4BD 2 2 2 .9 0 0 . 0 2 2 2 . 8
CD 14 1.9 4 8 . 2 18 2 . 2
ABC 32 4 . 3 4 8 . 2 36 4 .5ABD 1 0 2 13.6 4 8 . 2 106 13.3ACD 6 0 . 8 4 8 . 2 1 0 1 . 2
BCD 2 0 2.7 5 1 0 . 2 25 3.1
ABCD 8 1 . 1 1 2 . 0 9 1 . 1
None 1 O.i 0 0 . 0 1 0 . 1
HBDIa v o id a n tq u a d ra n tp a t t e r n
A 3 0 .4 1 2 . 0 4 0 .5B 2 0 .3 0 0 . 0 2 0 . 2
C 138 18.4 0 0 . 0 138 17.3D 37 4 . 9 2 4 .1 39 4 .9
BC 1 0 . 1 0 0 . 0 1 0 . 1
CD 23 3.1 0 0 . 0 23 2 .9
ABCD 1 0 . 1 0 0 . 0 1 0 . 1
None 546 72.7 46 93 .9 592 74.0
T o t a l 751 1 0 0 . 0 49 1 0 0 . 0 800 1 0 0 . 0
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
r e p r e s e n t e d more f r e q u e n t l y ( £ < . 0 0 0 1 ) among the t h r e e most f r e q u e n t
p a t t e r n s , AB, AD, and ABD, a t a b o u t 76% t h a n w e re f e m a l e s a t 47%.
F e m a l e s , on t h e o t h e r h a n d , w e r e s i g n i f i c a n t l y h i g h e r on p a t t e r n s
t h a t i n c lu d e d Quadrant C dominance.
O n ly 6 % o f t h e f e m a l e s showed a v o i d a n c e t o a ny q u a d r a n t , and
none o f t h o se t o Quadrant C, w h i l e ove r a q u a r t e r o f the males showed
a v o i d a n c e , p a r t i c u l a r l y t o Q u a d r a n t C, a d i f f e r e n c e s i g n i f i c a n t a t
£ < . 0 0 2 .
HBDI Dominance, Superdominance, and Avoidance f o r Males and Females
Table 22 c o n t a i n s the d i s t r i b u t i o n s o f HBDI q u a d ra n t s f o r males
and f e m a l e s , w i t h t h e t o t a l d o m i n a n t s d i v i d e d i n t o t h o s e who w ere
s u p e r d o m i n a n t (HBDI q u a d r a n t s c o r e > 100) and t h e r e m a i n i n g d o m i
n a n t s , who sc o re d in the normal dominance range (67 to 100).
Quadrant A showed s i g n i f i c a n t l y g r e a t e r ( £ < .002) r e p r e s e n t a
t i o n f o r m ales t h an f o r f em a les . F u r th e r m o r e , over h a l f o f the male
dom inan ts were s u p e rdom ina n t s , compared w i t h l e s s than a q u a r t e r o f
t h e f e m a l e d o m i n a n t s (j> < .001) . S i g n i f i c a n t l y (j^ < .0001) more
fem a le s than males were dominant on Quadrant C, w h i l e males showed a
g r e a t e r t endency to avo idance on Quadrant C th an d id f em a les . There
were no s i g n i f i c a n t d i f f e r e n c e s be tween males and fem a les on Quad
r a n t s B and D.
Summary o f F in d in g s f o r Resea rch Q u e s t io n 3
M a le s show ed g r e a t e r TJ , T, and S r e p r e s e n t a t i o n t h a n d i d
f e m a le s , who showed g r e a t e r p e r c e n ta g e s o f Ns and Fs. Only f o r the
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
100
Table 22
D i s t r i b u t i o n o f HBDI Quadrant Dominance, Superdominance, and Avoidance by Sex
HBDIq u a d ra n t
Male Female T o t a l
N % N % N %
AT o t a l dominant 654 87 .1 35 71 .4 689 86 .1
Superdominant [338 45 .0] [ 8 16.3] [346 43 .2 ]Dominant [316 42 .1 ] [ 27 55 .1 ] [343 42.9]
Moderate 93 12 .4 13 26.5 106 13.3Avoidant 4 0 .5 1 2 .0 5 0 .6
BT o t a l dominant 573 76 .3 33 67 .3 606 75.7
Superdominant [133 17.7] [ 5 10 .2] [138 17.2]Dominant [440 58 .6] [ 28 57 .1 ] [468 58.5]
Moderate 174 23 .2 16 32.7 190 23 .8Avoidant 4 0 .5 0 0 .0 4 0 .5
CT o t a l dominant 106 14.1 23 4 6 .9 129 16.1
Superdominant [ 9 1.2] [ 4 8 .1] [ 13 1 .6 ]Dominant [ 97 12.9] [ 19 38 .8] [116 14.5]
Moderate 482 64 .2 26 53.1 508 63.5Avoidant 163 21 .7 0 0 .0 163 20 .4
DT o t a l dominant 290 38 .6 23 4 6 .9 313 39.1
Superdominant [ 55 7.3] [ 7 14.3] I 62 7 .8 ]Dominant [235 31 .3] [ 16 32.6] [251 31 .3]
Moderate 400 53 .3 24 49 .0 424 53.0Avo idant 61 8 .1 2 4 .1 63 7 .9
T o t a l 751 100.0 49 100.0 800 100.0
Note. Bracke ted ( supe rdom inan t and dominant) v a lu e s a r e i n c l u d e d in t o t a l dominant va lu e .
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
SN d i m e n s i o n , h o w e v e r , was t h e d i f f e r e n c e one o f d i r e c t i o n r a t h e r
t h a n d e g r e e . I n t u i t i v e s (Ns) w ere i n t h e m a j o r i t y among f e m a l e s ,
w h i l e males were p r e d o m i n a n t ly s e n s o r s (Ss).
Males were much more f r e q u e n t l y dominant and even supe rdom inan t
on Quadrant A t h a n were f em a les . Females showed a s t r o n g dominance
p r e f e r e n c e f o r Q u a d r a n t C, w h i l e m a l e s w e r e more i n c l i n e d t o be
m odera te o r a v o id a n t on t h i s quad ran t .
F in d in g s R e l a t i n g t o Research Q ue s t ion 4
Research Q ue s t ion 4 a sks w h e th e r t h e r e were d i f f e r e n c e s i n t h e
MBTI o r HBDI d i s t r i b u t i o n s among the b ranches o f t h e armed s e r v i c e s .
D i s t r i b u t i o n s o f MBTI Types and Elements f o r Each Branch o f S e rv ic e
The d i s t r i b u t i o n s o f MBTI t y p e s , e l e m e n t s , and TJs a r e shown i n
Table 23. Although the f o u r TJ types were the most f r e q u e n t f o r a l l
s e r v i c e b r a n c h e s and f o r t h e n o n s e r v i c e g o v e r n m e n t m a n a g e r s , TJ
r e p r e s e n t a t i o n was s t r o n g e r (p̂ < .0 8 9 ) f o r t h e Army t h a n f o r t h e
managers i n t h e o t h e r b ranc he s o r i n government o f f i c e s . Managers in
a l l t h r e e b ran c h e s o f the armed s e r v i c e s were r e p r e s e n t e d s i g n i f i
c a n t l y ( £ < .049) more t h a n were t h e government managers on the ISTJ
t y p e . A s i g n i f i c a n t l y (p_ < .0001) g r e a t e r p e r c e n t a g e o f g o v e r n m e n t
m a n a g e r s , on t h e o t h e r h a n d , w e re i n t u i t i v e s (Ns) t h a n was t h e c a s e
f o r t h e armed f o r c e s manage rs , who were p r e d o m i n a n t ly s e n s o r s (Ss).
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
102T able 23
MBTI Types and MBTI Elements by Branch of Service
Army Air Force NavyGovernment
and industry Total
MBTItype N Z N Z N Z N Z N Z
ISTJ 83 33.9 57 23.1 79 31.0 10 15.6 229 28.2
ISTP 17 6.9 16 6.5 16 6.3 2 3.1 51 6.3
ESTP 9 3.7 11 4.4 10 3.9 2 3.1 32 4.0
ESTJ 54 22.0 42 17.0 40 15.7 10 15.6 146 18.0
INTJ 17 6.9 32 12.9 25 9.8 9 14.1 83 10.2
INTP 18 7.3 19 7 .; 15 5.9 6 9.4 58 7.2
ENTP 7 2.9 14 5.7 15 5.9 8 12.5 44 5.4
ENTJ 20 8.2 20 8.1 25 9.8 9 14.1 74 9.1
Combined F types 20 8.2 36 14.6 30 11.7 8 12.5 94 11.6
Total 245 100.0 247 100.0 155 100.0 64 100.0 811 100.0
MBTIelement
E 99 40.4 106 42.9 102 40.0 35 54.7 342 42.2
I 146 59.6 141 57.1 153 60.0 29 45.3 469 57.8
S 175 71.4 146 59.1 159 62.4 27 42.2 507 62.5
N 70 28.6 101 40.9 96 37.6 37 57.8 304 37.5
T 225 91.8 211 85.4 225 88.2 56 87.5 717 88.4
F 20 8.2 36 14.6 30 11.8 8 12.5 94 11.6
J 188 76.7 174 70.5 185 72.6 44 68.8 591 72.9
P 57 23.3 73 29.5 70 27.4 20 31.2 220 27.1
TJs 174 71.0 151 61.1 169 66.3 38 59.4 532 65.6
Non-TJs 71 29.0 96 38.9 86 33.7 26 40.6 279 34.4
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
103
HBDI Dominance and Avoidance P a t t e r n s f o r Each Branch o f S e r v ic e
The d i s t r i b u t i o n s o f t h e HBDI dominance and avo idance p a t t e r n s
f o r each b ranch o f s e r v i c e and f o r t h e government managers a r e p r e
s e n t e d i n Table 24. There a r e no s i g n i f i c a n t d i f f e r e n c e s i n p a t t e r n
r e p r e s e n t a t i o n , e i t h e r f o r dominance o r f o r avoidance , among managers
i n t h e t h r e e b ranches o f s e r v i c e and o t h e r government a g e n c i e s .
HBDI Dominance, Superdominance, and Avoidance f o r S e r v i c e Branches
T a b l e 25 c o n t a i n s t h e d i s t r i b u t i o n s o f HBDI q u a d r a n t s f o r t h e
m a n a g e r s i n e a c h b r a n c h o f s e r v i c e and i n t h e g o v e r n m e n t a g e n c i e s ,
w i t h the t o t a l dom inan ts d i v i d e d i n t o t h o se who were superdom inan t
(HBDI q u a d ra n t s c o re > 100) and the r em a in ing dom inan ts , who sco red
i n t h e n o r m a l d o m i n a n c e r a n g e (67 t o 100) . M a n a g e r s i n t h e Army
sh o w e d a s i g n i f i c a n t l y (j> < .01) g r e a t e r p e r c e n t a g e o f Q u a d r a n t B
dominance th an d i d t h o s e i n t h e o t h e r b ranches o r i n the government
a g e n c i e s . M a n a g e r s i n t>»\? g o v e r n m e n t a g e n c i e s w e r e s o m e w ha t more
(j> < .056) i n c l i n e d t o be d o m i n a n t on Q u a d r a n t D t h a n w e r e t h o s e i n
any o f the armed s e r v i c e s b ranches . There were no s i g n i f i c a n t d i f
f e r e n c e s among th e s e r v i c e b ran c h e s and government a g e n c i e s on Quad
r a n t s A o r C.
Summary o f F in d in g s f o r Resea rch Q u e s t io n 4
The MBTI d i s t r i b u t i o n s f o r a l l s e r v i c e b ranches were e s s e n t i a l l y
a l i k e , e xc ep t f o r the s t r o n g p r e s e n c e o f i n t u i t i v e s (Ns) among man
a g e r s i n the government a g e n c i e s , as compared w i t h the m a j o r i t y o f
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
104
Table 24
HBDI Dominant and Avoidant Quadrant Patterns by Branch of Service
HBDIdominant
Army Air Force NavyGovernment
and industry Totalquadrantpattern N Z N X N Z N Z N Z
A 10 4.1 12 5.0 14 5.5 2 3.3 38 4.8B 5 2.0 2 0.8 4 1.6 0 0.0 11 1.4C 0 0.0 1 0.4 0 0.0 0 0.0 1 0.1D 2 0.8 4 1.7 0 0.0 0 0.0 6 0.8
AB 121 49.4 109 45.0 115 45.6 25 41.0 370 46.2AC 1 0.4 2 0.8 0 0.0 0 0.0 3 0.4AD 22 9.0 40 16.5 42 16.7 13 21.3 117 14.6BC 9 3.7 6 2.5 11 4.4 1 1.6 27 3.4BD 9 3.7 8 3.3 4 1.6 1 1.6 22 2.8CD 4 1.6 3 1.2 9 3.6 2 3.3 18 2.2
ABC 14 5.7 6 2.5 14 5.5 2 3.3 36 4.5ABD 37 15.1 32 13.2 30 11.9 7 11.5 106 13.3ACD 2 0.8 5 2.1 1 0.4 2 3.3 10 1.2BCD 7 2.9 7 2.9 6 2.4 5 8.2 25 3.1
ABCD 2 0.8 5 2.1 1 0.4 1 1.6 9 1.1
None 0 0.0 0 0.0 1 0.4 0 0.0 1 0.1
HBDIavoidantquadrantpa tte rn
A 1 0.4 1 0.4 1 0.4 1 1.6 4 0.5B 0 0.0 0 0.0 1 0.4 1 1.6 2 0.2C 38 15.5 43 17.8 48 19.0 9 14.8 138 17.3D 14 5.7 15 6.2 9 3.6 1 1.6 39 4.9
BC 0 0.0 1 0.4 0 0.0 0 0.0 1 0.1CD 11 4.5 5 2.1 7 2.8 0 0.0 23 2.9
ABCD 0 0.0 0 0.0 1 0.4 0 0.0 1 0.1
None 181 73.9 177 73.1 185 73.4 49 80.3 592 74.0
Total 245 100.0 242 100.0 252 100.0 61 100.0 800 100.0
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r rep roduction prohibited w ithout perm iss ion .
Reproduced
with perm
ission of the
copyright ow
ner. Further
reproduction prohibited
without
permission.
105 106
T a b l e 25
D i s t r i b u t i o n o f HBDI Q u a d r a n t D o m i n a n c e , S u p e r d o m i n a n c e , a n d A v o i d a n c e b y B r a n c h o f S e r v i c e
HBDIq u a d r a n t
Army A i r F o r c e NavyG o v e r n m e n t
a n d i n d u s t r y T o t a l
N Z N X N Z N X N X
A
T o t a l d o m i n a n t 209 8 5 . 3 211 8 7 . 2 217 8 6 . 1 52 8 5 . 3 6 8 9 8 6 . 1
S u p e r d o m i n a n t [ 98 4 0 . 0 ] [ 1 1 7 4fc.4 ] [107 4 2 . 4 ] [ 24 3 9 . 3 ] [ 3 4 6 4 3 . 2 ]
D o m i n a n t m i 4 5 . 3 ] ( 94 38 8] [ 1 1 0 4 3 . 7 ] [ 28 4 5 . 9 ] [ 3 4 3 4 2 . 9 ]
M o d e r a t e 35 1 4 . 3 30 1 2 . 4 33 1 3 . 1 8 1 3 . 1 106 1 3 . 3
A v o i d a n t 1 0 . 4 1 0 . 4 2 0 . 8 1 L . 6 5 0 . 6
BT o t a l d o m i n a n t 20 4 3 3 . 3 175 7 2 . 3 185 7 3 . 4 42 6 8 . 9 6 0 6 7 5 . 7
S u p e r d o m i n a n t [ 57 2 3 . 3 ] [ 34 1 4 .0 1 [ 42 1 6 . 7 ] [ 5 8 . 2 ] [ 1 3 8 1 7 . 2 ]
D o m i n a n t [ 1 4 7 6 0 . 0 ] [141 5 8 . 3 ] [ 1 4 3 5 6 . 7 ] [ 37 6 0 . 7 ] [ 4 6 8 5 8 . 5 ]
M o d e r a t e 41 1 6 . 7 66 2 7 . 3 65 2 5 . 8 18 2 9 . 5 190 2 3 . 8
A v o i d a n t 0 0 . 0 1 0 . 4 2 0 . 8 1 1 . 6 4 0 . 5
C
T o t a l d o m i n a n t 39 1 5 . 9 35 1 4 . 5 42 1 6 . 7 13 2 1 . 3 12 9 1 6 . 1
S u p e r d o m i n a n t [ 3 1 . 2 ] I 4 1 . 7 ] I 4 1 . 6 ] [ 2 3 . 3 ] I 13 1 . 6 ]
D o m i n a n t [ 36 1 4 . 7 ] [ 31 1 2 . 8 ] f 38 1 5 . 1 ] [ 11 1 8 . 0 ] [ 1 1 6 1 4 . 5 ]
M o d e r a t e 157 6 4 . 1 158 6 5 . 3 154 6 1 . 1 39 6 3 . 9 5 0 8 6 3 . 5
A v o i d a n t 49 2 0 . 0 49 2 0 . 2 56 2 2 . 2 9 1 4 . 8 163 2 0 . 4
D
T o t a l d o m i n a n t 85 3 4 . 7 104 4 3 . 0 93 3 6 . 9 31 5 0 . 8 31 3 3 9 . 1
S u p e r d o m i n a n t [ 13 5 . 3 ] [ 22 9 . 1 ] [ 18 7 . 1 ] [ 9 1 4 . 7 ] I 62 7 . 8 ]
D o m i n a n t [ 72 2 9 . 4 ] [ 82 3 3 . 9 ] I 75 2 9 . 8 ] [ 22 3 6 . 1 ] [ 2 5 1 3 1 . 3 ]
M o d e r a t e 135 5 5 . 1 118 4 8 . 8 142 5 6 . 4 29 4 7 . 5 4 2 4 5 3 . 0
A v o i d a n t 25 1 0 . 2 20 8 . 2 17 6 . 7 1 1 . 6 6 3 7 , 9
T o t a l 245 1 0 0 . 0 242 1 0 0 . 0 25 2 1 0 0 . 0 61 1 0 0 . 0 8 0 0 1 0 0 . 0
N o t e . B r a c k e t e d ( s u p e r d o m i n a n t a n d d o m i n a n t ) v a l u e s a r e i n c l u d e d i n t o t a l d o m i n a n t v a l u e .
s e n s o r s ( S s ) among t h o s e i n t h e a rm e d s e r v i c e s . W h i l e t h e r e was
s u b s t a n t i a l l y g r e a t e r r e p r e s e n t a t i o n o f Quadrant B dominan ts among
Army managers than among t h e o t h e r s and a s l i g h t l y g r e a t e r p e r c e n ta g e
o f Quadrant D dom in an ts among managers i n government a g e n c i e s than
among t h e o t h e r s , t h e r e w e r e no s i g n i f i c a n t d i f f e r e n c e s among t h e
b r a n c h e s o f t h e a rm e d s e r v i c e s and t h e g o v e r n m e n t a g e n c i e s i n t h e
d i s t r i b u t i o n o f HBDI dominance o r avo idance p a t t e r n s .
F in d in g s R e l a t i n g to Research Ques t ion 5
Research Q ues t ion 5 a sks w he the r t h e r e were MBTI o r HBDI d i f f e r
ences be tween c i v i l i a n and m i l i t a r y managers .
D i s t r i b u t i o n s o f MBTI Types and Elements f o r M i l i t a r y and C i v i l i a n s
The d i s t r i b u t i o n s o f MBTI t y p e s , e l e m e n t s , and TJs a r e p r e s e n t e d
i n T a b l e 26. More t h a n t w o - t h i r d s o f t h e m i l i t a r y m a n a g e r s a r e TJ
t y p e s , as compared w i t h j u s t over h a l f o f the c i v i l i a n managers <
.001), a d i f f e r e n c e borne o u t by the f a c t t h a t the most f r e q u e n t MBTI
t y p e s f o r t h e c i v i l i a n s a r e n o t a l l TJ t y p e s — F t y p e s a r e t i e d w i t h
ESTJ f o r t h e second most f r e q u e n t type . ISTJ, ESTJ, and ENTJ a r e a l l
s i g n i f i c a n t l y (jd < .004) g r e a t e r f o r t h e m i l i t a r y managers , w h i l e the
F t y p e s , INTJ, INTP, and ENTP a re a l l g r e a t e r f o r the c i v i l i a n manag
e r s .
While I , S, T, and J a r e a l l r e p r e s e n t e d i n g r e a t e r numbers than
t h e i r r e s p e c t i v e o p p o s i t e s f o r bo th m i l i t a r y and c i v i l i a n managers ,
t h e r e i s a s i g n i f i c a n t l y g r e a t e r p e r c e n t a g e o f Ss (j) < . 0 0 1 ) , Ts
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
108
Table 26
MBTI Types and MBTI Elements by M i l i t a r y or C i v i l i a n S t a t u s
M i l i t a r y C i v i l i a n T o t a l
MBTItype N % N % N %
ISTJ 177 30 .5 52 2 2 .6 229 28.2
ISTP 38 6 .5 13 5 .7 51 6.3
ESTP 22 3 .8 10 4 .3 32 4 . 0
ESTJ 111 19.1 35 15.2 146 18.0
INTJ 54 9 .3 29 12 .6 83 10.2
INTP 35 6 .0 23 10.0 58 7 .2
ENTP 25 4 .3 19 8 .3 44 5 .4
ENTJ 60 10.3 14 6 .1 74 9.1
Combined F ty p e s 59 10 .2 35 15.2 94 11.6
T o t a l 581 100.0 230 100.0 811 100.0
MBTIelemen t
E 245 4 2 .2 97 42 .2 342 42 .2
I 336 57 .8 133 57 .8 469 57 .8
S 383 65 .9 124 53 .9 507 62.5
N 198 34.1 106 46 .1 304 37 .5
T 522 89 .9 195 84 .8 717 88 .4
F 59 10.1 35 15.2 94 11.6
J 440 75.7 151 65.7 591 72.9
P 141 24 .3 79 34 .3 220 27.1
TJs 402 6 9 .2 130 56 .5 532 65 .6
Non-TJs 179 30 .8 100 43 .5 279 34 .4
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
109
(j^ < . 0 4 2 ) , and J s (j> < .004) f o r t h e m i l i t a r y m a n a g e r s t h a n f o r t h e
c i v i l i a n s .
HBDI Dominance and Avoidance P a t t e r n s f o r M i l i t a r y and C i v i l i a n s
The d i s t r i b u t i o n s o f the HBDI dominance and avoidance p a t t e r n s
f o r t h e m i l i t a r y and c i v i l i a n m a n a g e r s a r e c o m p a red i n T a b l e 27.
There a r e no s i g n i f i c a n t d i f f e r e n c e s i n e i t h e r dominance o r avo id ance
r e p r e s e n t a t i o n be tween the m i l i t a r y and c i v i l i a n managers .
HBDI Dominance, Superdominance, and Avoidance f o r M i l i t a r y and C i v i l i a n s
Tab le 28 c o n t a i n s the d i s t r i b u t i o n s o f HBDI qu a d ra n t s f o r m i l i
t a r y and c i v i l i a n m a n a g e r s , w i t h t h e t o t a l d o m i n a n t s d i v i d e d i n t o
t h o s e who w e r e s u p e r d o m i n a n t (HBDI q u a d r a n t s c o r e > 100) and t h e
r e m a in i n g dom inan ts , who sc o re d in the normal dominance range (67 t o
100) . T h e r e w e r e no s i g n i f i c a n t d i f f e r e n c e s f o r Q u a d r a n t A. F o r
Quadrant B, t h e r e was g r e a t e r (j> < .025) dominance r e p r e s e n t a t i o n f o r
m i l i t a r y managers than f o r c i v i l i a n s , a d i f f e r e n c e t h a t c a r r i e d ove r
i n t o g r e a t e r (j>_ < .014) superdominance r e p r e s e n t a t i o n as we l l .
On th e o t h e r hand, c i v i l i a n managers showed g r e a t e r dominance
p r e f e r e n c e ( ^ < . 068) and g r e a t e r s u p e r d o m i n a n c e p r e f e r e n c e (j3 <
.006) on Quadrant C, w h i l e m i l i t a r y managers showed g r e a t e r avo idance
f o r t h i s q u a d r a n t . C i v i l i a n s w e r e a l s o s i g n i f i c a n t l y (j> < .019 )
h i g h e r on Quadrant D dominance than were m i l i t a r y managers .
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
Table 27HBDI Dominant and Avoidant Quadrant P a t t e r n s
by M i l i t a r y o r C i v i l i a n S t a t u s
HBDIdominantq u a d ra n tp a t t e r n
M i l i t a r y C i v i l i a n T o t a l
N % N % N Z
A 29 5.1 9 4 .0 38 4 . 8B 9 1 .6 2 0 .9 11 1 .4C 1 0 .2 0 0 .0 1 0 .1D 5 0 .9 1 0 .4 6 0 .8
AB 275 47 .9 95 42 .0 370 4 6 .2AC 3 0.5 0 0 .0 3 0 .4AD 77 13.4 40 17.7 117 14 .6BC 19 3 .3 8 3 .5 27 3 .4BD 20 3 .5 2 0 .9 22 2 .8CD 7 1 .2 11 4 .9 18 2 .2
ABC 23 4 .9 8 3 .5 36 4 .5ABD 75 13.1 31 13.7 106 13.3ACD 5 0 .9 5 2 .2 10 1 .2BCD 14 2.4 11 4 .9 25 3 .1
ABCD 7 1 .2 2 0 .9 9 1 .1
None 0 0 .0 1 0 .4 1 0 .1
HBDIa v o id a n tq u a d ra n tp a t t e r n
A 1 0 .2 3 1.3 4 0 .5B 0 0 .0 2 0 .9 2 0 .2C 108 18.8 30 13.3 138 17.3D 30 5 . 2 9 4 . 0 39 4 .9
BC 1 0 .2 0 0 .0 1 0 .1CD 17 3 .0 6 2 .7 23 2 .9
ABCD 0 0 .0 1 0 .4 1 0 .1
None 417 72.6 175 77 .4 592 74 .0
T o t a l 574 100 .0 226 100.0 800 100.0
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
Ill
Table 28
D i s t r i b u t i o n o f HBDI Quadrant Dominance, Superdominance, and Avoidance by M i l i t a r y o r C i v i l i a n S t a t u s
HBDIM i l i t a r y C i v i l i a n T o ta l
q u a d ra n tN % N % N %
AT o t a l dominant 499 86 .9 190 84.1 689 8 6 .1
Superdominant [255 44 .4 ] [ 91 40.3] [346 4 3 .2 ]Dominant [244 42 .5 ] [ 99 43.8] [343 42 .9 ]
Moderate 74 12.9 32 14.1 106 13.3Avoidant 1 0 .2 4 1 .8 5 0 .6
BT o t a l dominant 447 77.9 159 70.4 606 75 .7
Superdominant [113 19.7] [ 25 11 .1] [138 17.2]Dominant [334 58 .2 ] [134 59 .3 ] [468 58.5]
Moderate 126 22 .0 64 28.3 190 23 .8Avoidant 1 0 .2 3 1.3 4 0 .5
CT o t a l dominant 84 14.6 45 19.9 129 16.1
Superdominant [ 4 0 .7 ] [ 9 4 .0 ] [ 13 1 .6 ]Dominant [ 80 13.9] [ 36 15.9] [116 14.5]
Moderate 364 63 .4 144 63.7 508 63.5Avoidant 126 22 .0 37 16 .4 163 2 0 .4
DT o t a l dominant 210 36 .6 103 45 .6 313 39 .1
Superdominant [ 38 6 .6] [ 24 10.6] [ 62 7 .8 ]Dominant [172 30 .0 ] [ 79 35.0] [251 31 .3]
Moderate 317 55.2 107 47 .3 424 53 .0Avoidant 47 8 .2 16 7.1 63 7 .9
T o t a l 574 100.0 226 100.0 800 100 .0
N o t e . B ra c ke te d ( superdominan t and dominant) v a lu e s a r e i n c lu d e d in t o t a l dominant v a l u e .
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
Summary o f F in d in g s f o r R esea rch Q u e s t io n 5
The m i l i t a r y - c i v i l i a n d i f f e r e n c e s found a r e l a r g e l y j u s t a m a t
t e r o f d e g r e e . The l a r g e r p e r c e n t a g e s o f Ss , Ts , J s , and TJs among
th e m i l i t a r y managers do n o t change the f a c t t h a t the c i v i l i a n s a r e
a l s o p r e d o m i n a n t ly Ss, Ts, J s , and TJs. Moreover , the g r e a t e r r e p r e
s e n t a t i o n among m i l i t a r y managers on Quadrant B dominance and t h a t
among c i v i l i a n m a n a g e r s on Q u a d r a n t s C and D d o m in a n c e a r e m i n o r
d i f f e r e n c e s , r e l a t i v e t o t h e v e r y h i g h l e v e l o f d o m i n a n c e on Quad
r a n t s A and B i n b o t h g r o u p s and t h e r e l a t i v e l y l o w e r l e v e l o f
dominance on Quadrants C and D i n bo th groups.
F in d in g s R e l a t i n g t o Research Ques t io n 6
R esearch Ques t io n 6 asks w he the r t h e r e were MBTI or HBDI d i f f e r
e nces be tw een i n d i v i d u a l s a t h i g h e r m a n a g e r i a l l e v e l s ( m i l i t a r y r ank
0-5 o r 0 -6 ; c i v i l i a n g rade GM-14 or GM-15) and those in m idd le man
agement ( m i l i t a r y r ank 0-4 or be low; c i v i l i a n grade GM-13 or below).
D i s t r i b u t i o n s o f MBTI Types, E lem en ts , and TJs f o r Each Rank
The d i s t r i b u t i o n s o f MBTI t y p e s , e l e m e n t s , and TJs f o r h i g h - and
m i d d l e - r a n k e d managers a r e shown i n Table 29. The d i s t r i b u t i o n s a r e
p r e s e n t e d s e p a r a t e l y f o r m i l i t a r y and c i v i l i a n m a n a g e r s a t e a c h
l e v e l , a s w e l l a s f o r t o t a l h i g h - r a n k e d m a n a g e r s and t o t a l m i d d l e -
r a n k e d m a n a g e r s . H i g h - r a n k m a n a g e r s a r e s i g n i f i c a n t l y ( ^ < .0 4 8 )
h i g h e r on ISTJ and l o w e r on ESTJ t h a n a r e m i d d l e - r a n k e d m a n a g e r s .
T h i s d i f f e r e n c e i s a l s o a p p a r e n t i n t h e s i g n i f i c a n t l y (j^ < .0 1 5 )
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
MBT
I Ty
pes
and
MBT
I E
lem
ents
by
R
ank
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
higher E representation for the middle managers than for the high-
level managers.
There i s some ev id ence o f i n t e r a c t i o n be tw een rank and m i l i t a r y
o r c i v i l i a n s t a t u s . H ig h - ra nk ing c i v i l i a n managers showed a g r e a t e r
(j> < .01 ) p e r c e n t a g e o f TJs t h a n d i d m i d d l e - r a n k i n g c i v i l i a n s , b u t
t h i s d i f f e r e n c e d i d n o t e x i s t f o r the m i l i t a r y managers . There was
a l s o a s l i g h t l y g r e a t e r p e r c e n ta g e o f h i g h - r a n k e d m i l i t a r y managers
who were i n t u i t i v e s (Ns) t h an t h e r e was f o r t h e m id d le - r an k e d m i l i
t a r y m a n a g e r s , a d i f f e r e n c e t h a t d i d n o t e x i s t f o r t h e c i v i l i a n
m a n a g e r s .
HBDI Dominance and Avoidance P a t t e r n s f o r Each Rank
The d i s t r i b u t i o n s o f HBDI dominance and avoidance p a t t e r n s f o r
h i g h - and m i d d l e - r a n k e d m a n a g e r s , s e p a r a t e l y f o r c i v i l i a n and f o r
m i l i t a r y a s w e l l a s c o m b i n e d , a r e g i v e n i n T a b l e 30. T h e r e a r e no
s i g n i f i c a n t d i f f e r e n c e s b a s e d on r a n k , e i t h e r f o r m i l i t a r y o r f o r
c i v i l i a n m a n a g e r s , i n t h e d i s t r i b u t i o n s o f t h e HBDI d o m i n a n c e and
a v o i d a n c e p a t t e r n s .
HBDI Dominance, Superdominance, and Avoidance for Each Rank
Table 31 c o n t a i n s the d i s t r i b u t i o n s o f HBDI q u a d ra n t s f o r each
rank , s e p a r a t e l y f o r m i l i t a r y and f o r c i v i l i a n as w e l l as combined,
w i t h t h e t o t a l dom in an ts d i v id e d i n t o t h o s e who were supe rdom in an t
(HBDI q u a d ra n t s c o re > 100) and th e r e m a in i n g dom inan ts , who s c o re d
i n t h e normal dominance range (67 to 100). There were no s i g n i f i c a n t
d i f f e r e n c e s f o r Q u a d r a n t A. F o r Q u a d r a n t B, t h e r e w a s a
R e p ro d u c e d with perm iss ion of the copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
Reproduced
with perm
ission of the
copyright ow
ner. Further
reproduction prohibited
without
permission.
116 117
T a b l e 30
HBDI D o m i n a n t a n d A v o i d a n t Q u a d r a n t P a t t e r n s b y Ran k
H ig h r a n k M i d d l e r a n k
HBDId o m i n a n t
M i l i t a r y C i v i l i a n T o t a l M i l i t a r y C i v i l i a n T o t a li n d u s t r y c i v i i i a n T o t a l
q u a d r a n tp a t t e r n N Z N Z N Z N Z N Z N Z N Z N X
A 11 4 . 3 1 1 . 6 12 3 . 7 18 5 . 7 6 5 . 8 24 5 . 7 2 3 . 4 38 4 . 8
B 5 2 . 0 0 0 . 0 5 1 . 6 4 1 . 3 2 1 . 9 6 1 . 4 0 0 . 0 11 1 . 4
C 0 0 . 0 0 0 . 0 0 0 . 0 I 0 . 3 0 0 . 0 1 0 . 2 0 0 . 0 L 0 . 1
D 3 1 .1 0 0 . 0 3 0 . 9 2 0 . 6 1 1 . 0 3 0 . 7 0 0 . 0 6 0 . 8
AB 119 4 6 . 3 28 4 3 . 8 147 4 5 . 8 156 4 9 . 2 43 4 1 . 8 199 4 7 . 4 24 4 0 . 7 37 0 4 6 . 2
AC 3 1 .1 0 0 . 0 3 0 . 9 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 3 0 . 4
AD 34 1 3 . 2 14 2 1 . 9 48 1 5 . 0 43 1 3 . 6 13 1 2 . 6 56 1 3 . 3 13 2 2 . 0 117 1 4 . 6
BC 9 3 . 5 2 3 . 2 11 3 . 4 10 3 . 2 6 5 . 8 16 3 . 8 0 0 . 0 27 3 . 4
BD 6 2 . 3 . 0 0 . 0 6 1 . 9 14 4 . 4 1 1 . 0 15 3 . 6 1 1 . 7 22 2 . 8
CD 3 1 .1 7 1 0 . 9 10 3 . 1 4 1 . 3 2 1 . 9 6 1 . 4 2 3 . 4 18 2 . 2
ABC 13 5 . 1 1 1 . 6 1 14 4 . 4 15 4 . 7 5 4 . 9 20 4 . 8 2 3 . 4 36 4 . 5
ABD 40 1 5 . 6 7 1 0 . 9 47 1 4 . 6 35 1 1 . 0 17 1 6 . 5 52 1 2 . 4 7 1 1 . 9 106 1 3 . 3
ACD 1 0 . 4 2 3 . 1 3 0 . 9 4 1 . 3 1 1.0 5 1 . 2 2 3 . 4 10 1 . 2
BCD 5 2 . 0 1 1 . 6 6 1 . 9 9 2 . 8 5 4 . 9 14 3 . 3 5 8 . 5 25 3 . 1
ABCD 5 2 . 0 0 0 . 0 5 1 . 6 2 0 . 6 I 1 . 0 3 0 . 7 1 1 . 7 9 1 . 1
None 0 0 . 0 1 1 . 6 1 0 . 3 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 1 0 . 1
HBDIa v o i d a n tq u a d r a n tp a t t e r n
A 0 0 . 0 1 1 . 6 1 0 . 3 1 0 . 3 1 1 . 0 2 0 . 5 1 1 . 7 4 0 . 5B 0 0 . 0 1 1 . 6 1 0 . 3 0 0 . 0 0 0 . 0 0 0 . 0 1 1 . 7 2 0 . 2C 51 1 9 . 8 10 1 5 . 6 61 1 9 . 0 57 1 8 . 0 11 1 0 . 7 68 1 6 . 2 9 1 5 . 3 138 1 7 . 3D 11 4 . 3 1 1 . 6 12 3 . 7 19 6 . 0 7 6 . 8 26 6 . 2 1 1 . 7 39 4 . 9
BC 1 0 . 4 0 0 . 0 1 0 . 3 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 I 0 . 1
CD 6 2 . 3 4 6 . 2 10 3 . 1 11 3 . 5 2 1 . 9 13 3 . 1 0 0 . 0 23 2 . 9
ABCD 0 0 . 0 1 1 . 6 1 0 . 3 0 0 . 0 0 0 . 0 0 0 . 0 0 0 . 0 *1 0 . 1
None 18 8 7 3 . 2 46 7 1 . 9 2 3 4 7 2 . 9 22 9 7 2 . 2 82 7 9 . 6 311 7 4 . 0 47 7 9 . 7 59 2 7 4 . 0
T o t a l 257 1 0 0 . 0 64 1 0 0 . 0 321 1 0 0 . 0 31 7 1 0 0 . 0 103 1 0 0 . 0 4 2 0 1 0 0 . 0 5 9 1 0 0 . 0 8 0 0 1 0 0 . 0
Reproduced
with perm
ission of the
copyright ow
ner. Further
reproduction prohibited
without
permission.
118 ' 119
T a b l e 31
D i s t r i b u t i o n o f HBDI Q u a d r a n t D o m i n a n c e , S u p e r d o m i n a n c e , a n d A v o i d a n c e b y Ran k
HBDIq u a d r a n t
High r a n k Middle r a n k
I n d u s t r yc i v i l i a n T o t a lM i l i t a r y C i v i l i a n T o t a l M i l i t a r y C i v i l i a n T o t a l
N X N % N X N X H X M X H % H X
A
T o t a l d o m in a n t 226 8 7 . 9 53 8 2 . 8 279 8 6 . 9 273 8 6 .1 86 8 3 . 5 359 8 5 . 5 51 8 6 . 4 689 8 6 .1
S u p e rd o m in a n t (116 4 5 . 1 ] [ 28 4 3 . 7 ] (144 4 4 . 9 ] [139 4 3 . 8 ] [ 39 3 7 . 9 ] [178 4 2 . 4 ] [ 24 4 0 . 7 ] 1346 4 3 . 2 ]
Dominant [110 4 2 . 8 ] I 25 3 9 . 1 ] (135 4 2 . 0 ] [134 4 2 . 3 ] [ 47 4 5 . 6 ] [181 4 3 . 1 ] [ 27 4 5 . 7 ] [343 4 2 . 9 ]
M odera te 31 12.1 9 14.1 40 1 2 .5 43 1 3 .6 16 1 5 .5 59 1 4 .0 7 1 1 .9 106 1 3 .3A v o id a n t 0 0 . 0 2 3 . 1 2 0 . 6 1 0 . 3 I 1 . 0 2 0 . 5 I 1 . 7 5 0 . 6
B
T o t a l d o m in a n t 202 7 8 .6 39 6 0 . 9 241 75 .1 245 7 7 .3 80 7 7 .7 325 7 7 . 4 40 6 7 . 8 606 7 5 .7
S u p e rd o m in a n t [ 69 1 9 .1 ] [ 5 7 . 8 ] [ 54 16 .8 ] [ 64 2 0 . 2 ] [ 16 1 5 . 5 ] [ 80 1 9 . 1 ] I 4 6 . 8 ] [138 1 7 . 2 ]Dominant (153 5 9 . 5 ] [ 34 5 3 . 1 ] [187 5 8 . 3 ] [181 5 7 . 1 ] [ 64 6 2 . 1 ] [245 5 8 . 3 ] [ 36 6 1 . 0 ] [468 5 8 .5 ]
M o d era te 54 2 1 . 0 23 3 5 .9 77 2 4 . 0 72 2 2 .7 23 2 2 . 3 95 2 2 . 6 18 3 0 . 5 190 2 3 . 8A v o id a n t I 0 . 4 2 3 .1 3 0 . 9 0 0 . 0 0 0 . 0 0 0 . 0 1 1 . 7 4 0 . 5
C
T o t a l d o m in a n t 39 15 .2 13 2 0 . 3 52 1 6 .2 45 14 .2 20 1 9 .4 65 1 5 .5 12 2 0 . 3 129 16 .1
S u p e rd o m in a n t I 1 0 . 4 ] ( 5 7 . 8 ] t 6 1 . 9 ] [ 3 1 .0 ] I 3 2 . 9 ] [ 6 1 . 4 ] I 1 1 . 7 ] [ 13 1 .6 ]Dominant [ 38 1 4 .3 ] I 8 1 2 . 5 ] [ 46 1 4 . 3 ] [ 42 13 .2 ] [ 17 1 6 . 5 ] I 59 1 4 . 1 ] 1 11 1 8 . 6 ] [116 1 4 .5 ]
M o d era te 160 6 2 .2 36 5 6 .3 196 61 .1 204 6 4 . 4 70 6 8 . 0 274 6 5 . 2 38 6 4 . 4 508 6 3 .5A v o id a n t 58 2 2 .6 15 2 3 . 4 73 2 2 .7 68 2 1 . 4 13 1 2 .6 81 1 9 . 3 9 1 5 . 3 163 2 0 . 4
D
T o t a l d o m in a n t 97 3 7 .7 31 4 8 . 4 128 3 9 . 9 113 3 5 .6 41 3 9 . 8 154 3 6 . 7 31 5 2 . 5 313 3 9 .1Suu e rd o m in a n t ( 17 6 . 6 ] ( 8 1 2 . 5 ] I 25 7 . 8 ] [ 21 6 .6 ] [ 7 6 . 8 ] [ 28 6 . 7 ] [ 9 1 5 . 2 ] [ 62 7 . 8 ]Dominant [ 80 3 1 . 1 ] f 23 3 5 . 9 ] [103 3 2 . 1 ] [ 92 2? . 0 ] [ 34 3 3 . 0 ] [126 3 0 . 0 ] f 22 3 7 . 3 ] [251 3 1 . 3 ]
M odera te 143 5 5 .6 27 4 2 . 2 170 5 3 . 0 174 5 4 .9 53 5 1 . 5 227 5 4 . 0 27 4 5 . 8 424 5 3 . 0A v o i d a n t 17 6 . 6 6 9 . 4 23 7 .1 30 9 . 5 9 8 . 7 39 9 . 3 1 1 . 7 63 7 . 9
T o t a l 257 1 0 0 .0 64 1 0 0 .0 321 1 0 0 .0 317 1 0 0 .0 103 1 0 0 . 0 42 0 1 0 0 . 0 59 1 0 0 . 0 800 1 0 0 .0
N o t e . B r a c k e t e d ( s u p e r d o m i n a n t a n d d o m i n a n t ) v a l u e s a r e i n c l u d e d i n t o t a l d o m i n a n t v a l u e .
120
s i g n i f i c a n t l y (j> < .02) l o w e r p e r c e n t a g e o f d o m i n a n t s among h i g h -
r anked c i v i l i a n managers and among th e (unranked) i n d u s t r y c i v i l i a n
managers than among the m id d l e - r a n k e d c i v i l i a n managers or t h e h i g h —
o r m id d l e - r a n k e d m i l i t a r y managers . This d i f f e r e n c e i s r e i n f o r c e d by
t h e s i g n i f i c a n t l y (j^ < .004) l o w e r p e r c e n t a g e o f Q u a d r a n t B s u p e r
d o m i n a n t s among t h e h i g h - l e v e l c i v i l i a n m a n a g e r s and t h e i n d u s t r y
c i v i l i a n s .
T h e r e w e r e no s i g n i f i c a n t d i f f e r e n c e s f o r Q u a d r a n t C. F o r
Quadrant D, t h e r e i s a g a i n i n t e r a c t i o n be tw een rank and m i l i t a r y o r
c i v i l i a n s t a t u s . H igh- rank c i v i l i a n managers and i n d u s t r y c i v i l i a n
manage rs showed h i g h e r (j^ < .071) p e r c e n ta g e s of dominan ts t h an d i d
c i v i l i a n m idd le managers or e i t h e r l e v e l o f m i l i t a r y managers .
Summary o f F i n d in g s f o r R e sea rch Q u e s t io n 6
The f i n d i n g s f o r t h i s r e s e a r c h q u e s t i o n a l l d e m o n s t r a t e i n t e r
a c t i o n o f m a n a g e r i a l l e v e l w i t h m i l i t a r y - c i v i l i a n s t a t u s . The f i n d
i n g by Agor (19 8 6 ) o f g r e a t e r i n t u i t i v e r e p r e s e n t a t i o n a t h i g h e r
l e v e l s o f management was no t c on f i rm e d , a l t hough t h e r e was a s l i g h t
t e n d e n c y i n t h i s d i r e c t i o n f o r t h e h i g h - l e v e l m i l i t a r y m a n a g e r s .
Thera was a s i g n i f i c a n t l y g r e a t e r p e r c e n ta g e o f TJs among th e h i g h -
l e v e l c i v i l i a n managers than among th e m i d d l e - l e v e l c i v i l i a n manag
e r s , b u t t h i s d i f f e r e n c e was no t found f o r the m i l i t a r y managers .
The i n t e r a c t i o n i s a l s o e v i d e n t i n t h e HBDI f i n d i n g s . H i g h -
l e v e l c i v i l i a n managers showed a g r e a t e r p r e f e r e n c e f o r Quadrant D
than d i d t h e m i d d l e - l e v e l c i v i l i a n manage rs , bu t t h i s f i n d i n g d i d n o t
a ppear f o r the m i l i t a r y managers . H i g h - l e v e l c i v i l i a n managers were
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
a l s o l e s s l i k e l y t o p r e f e r Quadrant B than were m i d d l e - l e v e l c i v i l i a n
managers o r m i l i t a r y managers a t e i t h e r l e v e l . Moreover , t h e h i g h -
l e v e l c i v i l i a n managers were v e ry much l i k e t h e (unranked) i n d u s t r y
c i v i l i a n managers i n t h e i r p r e f e r e n c e f o r Quadrant D and t h e i r l a c k
o f p r e f e r e n c e f o r Quadrant B.
The i n t e r p r e t a t i o n o f t h e s e f i n d i n g s i s p r e s e n t e d i n Chap te r VI.
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
CHAPTER VI
CONCLUSIONS AND RECOMMENDATIONS
The p u r p o s e o f t h i s s t u d y was t o e x p l o r e t h e r e l a t i o n s h i p s
be tw een two r e c o g n i z e d p e r s o n a l i t y a s s e s s m e n t i n s t r u m e n t s , the Myers -
Br iggs Type I n d i c a t o r (MBTI) and the Herrmann B ra in Dominance I n s t r u
ment (HBDI), b o th o f which were deve lo ped f o r a p p l i c a t i o n t o no rmal ,
h e a l t h y , a d u l t p o p u l a t i o n s . The i n v e s t i g a t i o n c o n c e n t r a t e d on d e t e r
m in ing the e x t e n t and d i r e c t i o n o f t h o s e r e l a t i o n s h i p s t h rough a n a l y
s e s o f d a t a r e s u l t i n g from the a d m i n i s t r a t i o n o f bo th i n s t r u m e n t s t o
t h e same p o p u l a t i o n , t h e p r o g r a m m a n a g e r s t u d e n t s a t t e n d i n g t h e
D e f e n s e S y s t e m s M anagem en t C o l l e g e (DSMC), F o r t B e l v o i r , V i r g i n i a ,
d u r i n g 1986-1987 .
The f i n d i n g s were e v a l u a t e d w i t h r e s p e c t to t h e e x t e n t o f t h e i r
s u p p o r t f o r the s t a t e m e n t o f the r e s e a r c h h y p o t h e s i s which was formu
l a t e d from p s y c h o l o g i c a l t h e o r y , b r a i n dominance r e s e a r c h , and em
p i r i c a l f i n d i n g s from th e l i t e r a t u r e . Thi s h y p o t h e s i s p o s t u l a t e d t h e
e x i s t e n c e o f s p e c i f i c r e l a t i o n s h i p s among MBTI t y p e s and HBDI quad
r a n t s . S i x r e s e a r c h q u e s t i o n s w e r e a l s o e x p l o r e d . The f i r s t and
s e c o n d r e s e a r c h q u e s t i o n s a d d r e s s e d t h e s i m i l a r i t y o f t h e s t u d y
p o p u l a t i o n t o o t h e r m a n a g e r i a l p o p u l a t i o n s c i t e d i n the l i t e r a t u r e .
The l a s t fou r r e s e a r c h q u e s t i o n s were concerned w i t h w he the r the two
i n s t r u m e n t s d i f f e r e n t i a t e d t h e s t u d y p o p u l a t i o n on t h e b a s i s o f
d e m o g r a p h i c c h a r a c t e r i s t i c s . F o u r d e m o g r a p h i c c a t e g o r i e s w e re
122
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
i n v e s t i g a t e d : t h e sex o f the p a r t i c i p a n t s , the branch o f m i l i t a r y o r
gove rnm en ta l s e r v i c e t o which they be longed , t h e i r m i l i t a r y o r c i v i l
i a n s t a t u s , and t h e i r r ank i n the g e n e r a l management h i e r a r c h y .
Conc lus ions R e l a t i n g to t h e Research Hypothes is
The r e s e a r c h h y p o t h e s i s p o s t u l a t e d t h a t i n d i v i d u a l s c h a r a c t e r
i z e d by t h e MBTI e l e m e n t s o f s e n s i n g (S ) , t h i n k i n g (T) , and j u d g i n g
( J ) w o u l d be d o m i n a n t p r i m a r i l y i n t h e HBDI l e f t h e m i s p h e r e (Quad
r a n t s A and B) w i t h a h ig h i n c i d e n c e o f double dominance in bo th the
A and B q u a d r a n t s . A f u r t h e r e x p e c t a t i o n was t h a t i n t u i t i v e (N),
f e e l i n g (F), and p e r c e p t i v e (P) i n d i v i d u a l s would be dominant i n the
HBDI r i g h t hem isphere (Quadran ts C and D), w i t h the MBTI i n t u i t i v e s
(Ns) and p e r c e p t i v e s (Ps) e xpe c te d t o show p r e f e r e n c e f o r Quadrant D
and th e f e e l i n g i n d i v i d u a l s (Fs), f o r Quadrant C.
In a c c o r d a n c e w i t h t h i s h y p o t h e s i s , t h e m a j o r i t y o f MBTI
t h i n k i n g - j u d g e r s ( T J s ) , p a r t i c u l a r l y t h o s e who w e r e a l s o s e n s i n g
i n d i v i d u a l s ( S T J s ) , w e r e d o u b l e d o m i n a n t i n t h e HBDI A and B q u a d
r a n t s i n the l e f t - h e m i s p h e r e , w i t h a h igh inc id e n ce o f superdominance
(HBDI s c o r e s g r e a t e r t h a n 100) i n t h o s e q u a d r a n t s as w e l l . T h i s
f i n d i n g i s i n l i n e w i t h b o th p s y c h o l o g i c a l type th eo ry u n d e r l y i n g the
MBTI and b r a i n dominance r e s e a r c h s u p p o r t i n g the HBDI. P s y c h o lo g i c a l
type t heo ry , as s t a t e d by Myers and McCaulley (1985), d e s c r i b e s TJs
a s t h e " l o g i c a l d e c i s i o n m a k e r s " (p. 36) who f i l l m a n a g e r i a l and
e x e c u t i v e r o l e s . MBTI STJs a r e c h a r a c t e r i z e d a s b e i n g p r a c t i c a l ,
o r d e r l y , d e p e n d a b l e , r e a l i s t i c , and h a v i n g s t r o n g o r g a n i z a t i o n a l
a b i l i t y . H er rm ann (1988) h a s e x p l a i n e d t h a t , a c c o r d i n g t o b r a i n
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
d o m in a n c e r e s e a r c h , d o u b l e d o m in a n c e i n HBDI q u a d r a n t s A and B
a p p e a r s to combine th e l o g i c a l , a n a l y t i c a l , and r a t i o n a l c h a r a c t e r i s
t i c s o f Quadrant A w i t h t h e c o n t r o l l i n g , s t r u c t u r e d , o r g a n i z a t i o n a l
c h a r a c t e r i s t i c s o f Quadrant B, and t e n d s to r e i n f o r c e t h e s t r e n g t h s
o f t h e s e c h a r a c t e r i s t i c s .
A c c o r d i n g t o MBTI t h e o r y , t h i n k i n g i n d i v i d u a l s (Ts ) p r e f e r t o
make d e c i s i o n s on th e b a s i s o f f a c t s a r ranged i n a l o g i c a l , s t e p - b y -
s t e p p r o c e s s , s i m i l a r t o the m en ta l p r o c e s s i n g o f i n f o r m a t i o n in HBDI
Quadrant A. MBTI f e e l i n g i n d i v i d u a l s (Fs) t end to make t h e i r d e c i
s i o n s w i t h more c o n s c io u s c o n s i d e r a t i o n fo r t h e p o s s i b l e impact t h ey
m igh t have on o t h e r members o f the o r g a n i z a t i o n . I n d i v i d u a l s domi
n a n t i n HBDI Q u a d r a n t C a r e a l s o c h a r a c t e r i z e d by i n t e r p e r s o n a l
concern . As e xpe c te d under the r e s e a r c h h y p o t h e s i s and in accordance
w i t h b o t h MBTI t h e o r y and b r a i n d o m in a n c e r e s e a r c h , MBTI f e e l i n g
i n d i v i d u a l s (Fs) showed th e h i g h e s t dominance r e p r e s e n t a t i o n o f a l l
MBTI ty p es i n HBDI Quadrant C.
The MBTI TJs d e m o n s t r a t e d t h e i r h i g h e s t i n c id e n c e o f avoidance
toward the HBDI Quadrant C. Thi s f i n d i n g i s no t s u r p r i s i n g , c o n s id
e r i n g t h a t TJs t e n d t o e x p r e s s t h e i r t h in k in g - ju d g m e n t f u n c t i o n by
p r o j e c t i n g th em se lv e s as " t o u g h - m i n d e d , e x e c u t i v e , a n a l y t i c a l , i n
s t r u m e n t a l l e a d e r s " (Myers & McCaulley, 1985, p. 36). TJs base t h e i r
d e c i s i o n s p r i m a r i l y on f a c t s a b o u t t h i n g s i n t h e m a t e r i a l w o r l d ,
w h i l e b e i n g g e n e r a l l y i m p e r v i o u s t o t h e s o c i a l w o r l d o f p e o p l e
(R o B a rd s , 1986) . T h e r e w a s , h o w e v e r , a s i g n i f i c a n t , u n a n t i c i p a t e d
f i n d i n g t h a t e x t r a v e r t e d t h i n k i n g - j u d g e r s (ETJs) were h i g h e r on domi
nance and lower on avo idance toward Quadrant C than were i n t r o v e r t e d
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
t h i n k i n g - j u d g e r s ( ITJs) . This p a r t i c u l a r f i n d i n g s u g g e s t s a connec
t i o n b e t w e e n HBDI p r e f e r e n c e s and t h e J u n g i a n t h e o r e t i c a l p r e m i s e
t h a t an i n d i v i d u a l ' s v i e w o f the w o r ld and p e r s o n a l s e l f - a t t i t u d e a r e
dependen t on w he the r t h e i n d i v i d u a l i s an e x t r a v e r t o r an i n t r o v e r t .
However, HBDI b r a i n dominance t h e o r y has y e t to emphas ize the impor
t a n c e o f t h e a t t i t u d i n a l c h a r a c t e r i s t i c s o f e x t r a v e r s i o n and i n t r o
v e r s i o n (Herrmann, 1987). The f i n d i n g t h a t an El r e l a t i o n s h i p e x i s t s
w i t h t h e i n t e r p e r s o n a l c h a r a c t e r i s t i c s o f HBDI Q u a d r a n t C h a s n o t
been r e p o r t e d i n any l i t e r a t u r e s o u rc e rev iewed .
MBTI i n t u i t i v e s (Ns) and p e r c e p t i v e s (Ps) t end toward indepen
den t t h i n k i n g and focus on p o s s i b i l i t i e s , t h e o r e t i c a l r e l a t i o n s h i p s ,
and c h a l l e n g e s o f t h e f u t u r e (Myers & M c C a u l l e y , 1985) . HBDI Quad
r a n t D i n d i v i d u a l s a r e f u t u r e - o r i e n t e d , i n t u i t i v e , and a d e p t a t
s t a r t i n g new v e n t u r e s ( H e r r m a n n , 1988) . I n a c c o r d a n c e w i t h t h e
t h e o r i e s u n d e r l y i n g e a c h i n s t r u m e n t , MBTI Ns and Ps i n t h e s t u d y
p o p u l a t i o n d e m o n s t r a t e d d o m i n a n c e i n HBDI Q u a d r a n t D, as w e l l as a
s i z e a b l e i n c i d e n c e o f d o u b l e d o m i n a n c e i n b o t h Q u a d r a n t s A and D.
Such AD d o m i n a n c e c o m b i n e s t h e l o g i c a l , r a t i o n a l , p r o b l e m - s o l v i n g
c h a r a c t e r i s t i c s o f Quadrant A w i t h t h e l o n g e r r ange , f u t u r e - o r i e n t e d
r e c o g n i t i o n o f p o s s i b i l i t i e s , so c h a r a c t e r i s t i c o f Q u a d r a n t D
(Herrmann, 1988) .
Thus, all the expected relationships, including magnitude and
direction, among MBTI types and HBDI quadrants under the research
hypothesis have been fully substantiated by the findings of this
study. Knowledge of these relationships is invaluable because of the
reinforcement provided by the study findings to the principles of
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
p s y c h o l o g i c a l type t h e o r y u n d e r l y i n g th e MBTI and o f b r a i n dominance
r e s e a r c h s u p p o r t i n g t h e HBDI. New d i r e c t i o n s f o r r e s e a r c h ha v e
u n f o ld e d as a r e s u l t o f t h e f i n d i n g t h a t a s i g n i f i c a n t r e l a t i o n s h i p
e x i s t s be tw een th e MBTI e x t r a v e r s i o n - i n t r o v e r s i o n (El) d im e ns ion and
t h e HBDI Quadrant C, c h a r a c t e r i z e d by i n t e r p e r s o n a l c oncerns . Th is
knowledge has p r a c t i c a l im pac t on management t r a i n i n g f o r p e r s o n n e l
s e l e c t i o n th rough i n c r e a s e d u n d e r s t a n d i n g of t h e i n d i v i d u a l ' s p o t e n
t i a l when viewed from the two d i s t i n c t , bu t r e l a t e d , p e r s p e c t i v e s o f
t h e MBTI and th e HBDI.
C onc lus io ns R e l a t i n g to t h e Research Q u e s t ions
R e s e a rc h Q u e s t io n 1
The f i r s t r e s e a r c h q u e s t i o n examined th e d i f f e r e n c e s be tw een the
MBTI t y p e d i s t r i b u t i o n s f r o m t h e 1 9 8 2 - 1 9 8 4 DSMC p r o g r a m m a n a g e r
c l a s s e s and t h e 1986-1987 c l a s s e s which c o n s t i t u t e t h e s t u d y popu la
t i o n .
The MBTI t y p e d i s t r i b u t i o n s o f t h e 1 9 8 2 - 1 9 8 4 DSMC c l a s s e s
( N i d i f f e r , 1984) d i f f e r e d l i t t l e f rom th o se o f t h e s tu d y p o p u l a t i o n ,
w i t h two e x c e p t i o n s : the s i g n i f i c a n t l y g r e a t e r p e r c e n t a g e s o f t h i n k
ing i n d i v i d u a l s (Ts) and o f t h i n k i n g - j u d g e r s ( T J s ) o c c u r r i n g i n t h e
s t u d y p o p u l a t i o n , a s c o m p a r e d w i t h t h e p r i o r c l a s s e s . T hus , t h e
f i n d i n g s i n d i c a t e t h a t t h e MBTI t h i n k i n g - j u d g e r s ( T J s ) , who r e p r e
s e n t e d a c o m f o r t a b l e m a j o r i t y i n t h e p r i o r c l a s s e s , have become even
more p r e v a l e n t i n the s tu d y p o p u l a t i o n , the c l a s s e s h e ld d u r i n g the
1986-1987 t im e frame.
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
W h i l e M yers and M c C a u l l e y (1985) h a v e a c k n o w l e d g e d t n a t t h e
p r e s e n c e o f a h igh p r o p o r t i o n o f TJs i s to be c o n f i d e n t l y expec ted in
b u s i n e s s and t e c h n i c a l l y o r i e n t e d g r o u p s , a g e n e r a l o r c o n t i n u i n g
r i s e i n t h e p e r c e n t a g e o f TJs c o u l d p r e s a g e a p r o b l e m - p r o d u c i n g
t r e n d . M a n a g e r s n e e d t o be a l e r t e d t o t h e f a c t t h a t m o s t p e o p l e ,
even w i t h o u t i n s t r u c t i o n i n p s y c h o lo g i c a l type t h e o r y , have bo th the
a b i l i t y to r e c o g n i z e and t h e tendency t o s e l e c t o t h e r s w i t h pe r s o n
a l i t y t y p e s s i m i l a r t o t h e i r own ( C a r s k a d o n & Cook, 1982) . C a u t i o n
shou ld be e x e r c i s e d by t h e s e managers i n o r d e r t h a t t h ey migh t avoid
t h e i n a d v e r t e n t c r e a t i o n o f a s e l f - p e r p e t u a t i n g b o d y , w h i c h c o u l d
become a r i g i d l y s t r a t i f i e d o r g a n i z a t i o n w i t h o u t t h e i n f u s i o n o f the
b a l a n c i n g o u t l o o k p r o v i d e d by o t h e r p s y c h o l o g i c a l t y p e s (R oB ards ,
1986) .
R e se a rc h Q u e s t io n 2
The s e c o n d r e s e a r c h q u e s t i o n i n v e s t i g a t e d th e d i f f e r e n c e s be
tween th e MBTI type d i s t r i b u t i o n s f o r the s tu d y p o p u l a t i o n and t h o se
f o r t h r e e o t h e r m a n a g e r i a l p o p u l a t i o n s r e v i e w e d i n t h e l i t e r a t u r e
s e a r c h : Army e x e c u t i v e s (DeWald, 1986/1987), managers and a d m i n i s
t r a t o r s (Myers & McCaulley, 1985), and f e d e r a l e x e c u t i v e s ( P i c k e r in g ,
1986) .
There i s a r e c o g n i z a b l e p a t t e r n o f s i m i l a r i t i e s among the MBTI
d i s t r i b u t i o n s f o r a l l o f t h e p o p u l a t i o n s c o m p a r e d , w i t h t h i n k i n g -
j u d g e r s ( T J s ) p r o m i n e n t l y r e p r e s e n t e d i n a l l f o u r o f t h e s e g r o u p s .
The MBTI s i m i l a r i t y i s even more pronounced f o r c i v i l i a n s f rom the
s t u d y p o p u l a t i o n compared w i t h the two m a n a g e r i a l groups t h a t were
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
p r i m a r i l y c i v i l i a n . The h e a v y TJ r e p r e s e n t a t i o n among m a n a g e r i a l
g roups b o th c o n f i r m s e a r l i e r f i n d i n g s and i s i n keep ing w i t h psycho
l o g i c a l type t heo ry .
R esea rch Q u e s t io n 3
The third research question focused on whether there were any
MBTI or HBDI differences between males and females.
Some s e x d i f f e r e n c e s d i d e m e r g e f ro m t h i s s t u d y . As e x p e c t e d
from th e l i t e r a t u r e , males d e m o n s t r a t e d a h i g h e r p e r c e n ta g e of s en
s o r s (S s ) and t h i n k i n g - j u d g e r s ( T J s ) , as w e l l a s g r e a t e r d o m in a n c e
and even superdominance i n HBDI Quadrant A than d id female s . Females
m a n i f e s t e d a h i g h e r p e r c e n t a g e o f i n t u i t i v e s (Ns) and o f f e e l i n g
i n d i v i d u a l s (Fs) coupled w i t h g r e a t e r dominance i n HBDI Quadrant C.
However, f em a le s and males were a c t u a l l y more s i m i l a r than th ey
were d i s s i m i l a r . For example, f em a le s d e m o n s t r a t e d about as s t r o n g a
r e p r e s e n t a t i o n on t h e t h i n k i n g d i m e n s i o n as d i d m a l e s . M o r e o v e r ,
bo th males and fem a le s m a n i f e s t e d e q u i v a l e n t d o m in a n c e p r e f e r e n c e s
t o w a r d HBDI Q u a d r a n t B, r e l a t e d t o o r g a n i z a t i o n and s t r u c t u r e , and
Quadrant D, r e l a t e d to s t r a t e g i c p l a n n in g f o r f u t u r e endeavors .
The a p p a r e n t s i m i l a r i t y o f m ales and fem a le s in t h i s s t u d y can
be a t t r i b u t e d t o t h e f a c t t h a t t h e f e m a l e s i n t h i s p o p u l a t i o n o f
b u s i n e s s and t e c h n i c a l l y o r i e n t e d s tu d e n t program managers do no t f i t
the c o n v e n t i o n a l v iew o f women as p r i m a r i l y c a r e - g i v e r s in the t e a c h
ing and h e a l t h p r o f e s s i o n s (Myers & McCaulley, 1985). This f i n d i n g
b r i n g s i n t o q u e s t i o n t h e s e x - s p e c i f i c n a t u r e o f some MBTI t y p e s
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
documented in the l i t e r a t u r e , which may be i n s t e a d d i f f e r e n c e s due to
the t y p e s o f p r o f e s s i o n t h a t males and fem a le s tend t o s e l e c t .
R e se a rc h Q ues t ion 4
The fourth research question addressed the issue of differences
in the MBTI and HBDI distributions among branches of the armed ser
vices .
No d i f f e r e n c e s were found i n e i t h e r the MBTI o r the HBDI d i s t r i
b u t i o n s among th e t h r e e s e r v i c e b ran c h e s . However, t h e s tu d y popu la
t i o n a l s o i n c lu d e d a group o f managers f rom o t h e r gove rnm en ta l agen
c i e s n o t connec ted w i t h t h e m i l i t a r y s e r v i c e s . These managers were
a l l c i v i l i a n s , w h i l e t h o s e a s s o c i a t e d w i t h t h e a rm e d s e r v i c e s i n
c l u d e d b o t h c i v i l i a n and m i l i t a r y m a n a g e r s . The a g e n c y m a n a g e r s
m a n i f e s t e d b o t h a h i g h e r p r o p o r t i o n o f MBTI i n t u i t i v e s (Ns) and a
g r e a t e r p e r c e n t a g e o f d o m i n a n t s i n HBDI Q u a d r a n t D t h a n d i d t h e
m a n a g e r s i n t h e m i l i t a r y s e r v i c e s . This finding a g r e e s w i t h
Herrmann's (1988) c o n t e n t i o n t h a t i n t u i t i v e s can be i d e n t i f i e d w i t h
t h e f u t u r e - o r i e n t e d HBDI Quadrant D.
R e se a rc h Q ue s t io n 5
The fifth research question probed MBTI or HBDI distributional
differences in the study population based on military or civilian
status.
Both military and civilian managers can be characterized as MBTI
sensors (Ss), thinkers (Ts), and judgers (Js), as well as double
dominant in HBDI Quadrants A and B. The conclusion that the MBTI and
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
HBDI d i s t r i b u t i o n s w e r e e s s e n t i a l l y s i m i l a r f o r t h e m i l i t a r y and
c i v i l i a n g r o u p s i n t h e s t u d y p o p u l a t i o n i s i n a g r e e m e n t w i t h t h e
e a r l i e r s t u d y by DeWald ( 1 9 8 6 / 1 9 8 7 ) w h i c h r e p o r t e d no s i g n i f i c a n t
MBTI d i f f e r e n c e s be tw een m i l i t a r y and c i v i l i a n managers .
Research Question 6
The sixth research question dealt with MBTI or HBDI distribu
tional differences among individuals in the study population based on
their managerial level.
The s t u d y p o p u l a t i o n was d i v i d e d i n t o f i v e g r o u p s : m i d d l e -
ranked m i l i t a r y , h i g h - r a n k e d m i l i t a r y , m id d l e - r a n k e d c i v i l i a n , h i g h -
r anked c i v i l i a n , and i n d u s t r y o r o t h e r governm en ta l agency c i v i l i a n s
who were unranked. E a r l i e r s t u d i e s s u g g e s t e d a r e l a t i o n s h i p l i n k i n g
h i g h - l e v e l m a n a g e m e n t w i t h a t e n d e n c y toward MBTI i n t u i t i v e ty p es
(A gor , 1986) and t o w a r d HBDI Q u a d r a n t D d o m i n a n c e ( H e r r m a n n , 1987,
1988) . The e x p e c t e d g r e a t e r p r o p o r t i o n o f i n t u i t i v e s among h i g h -
r anked managers was n o t c o n f i rm e d by t h e f i n d i n g s . However, a r e l a
t i o n s h i p be tw een HBDI Quadrant D dominance and m a n a g e r i a l l e v e l was
f o u n d , b u t o n l y f o r c i v i l i a n s , w i t h h i g h - r a n k e d c i v i l i a n s and u n
r anked c i v i l i a n s found to p r e f e r the i n t u i t i v e l y o r i e n t e d Quadrant D.
Although t h i s s tu d y found t h a t the HBDI Quadrant D r e l a t i o n s h i p w i t h
m a n a g e r i a l l e v e l was d e p e n d e n t on m i l i t a r y - c i v i l i a n s t a t u s , t h i s
f i n d i n g may be due t o t h e f a c t t h a t no e x e c u t i v e l e v e l m i l i t a r y
managers ( g e n e r a l o f f i c e r s ) were i n c lu d e d in t h e s tudy .
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
131Recommendations
1. F u r t h e r s tu d y i s recommended to i n v e s t i g a t e t h e s i g n i f i c a n t
b u t p r e v i o u s l y u n r e p o r t e d r e l a t i o n s h i p be tween the MBTI e x t r a v e r s i o n -
i n t r o v e r s i o n (El) d im ens ion and HBDI Quadrant C.
2. I n s t r u c t i o n in r u d i m e n t a l type t h e o r y w i t h a p p r o p r i a t e f ee d
back i s recommended to managers and to t h o se r e s p o n s i b l e f o r t r a i n i n g
m a n a g e r s a s a p r a c t i c a l m e th o d t o a c h i e v e t h e d e g r e e o f o r g a n i z a
t i o n a l b a l a n c e which shou ld r e s u l t f rom th e c o n t r i b u t i o n s o f p e r s o n
n e l w i t h d i f f e r e n t p s y c h o l o g i c a l t ypes .
3. Although th e i n s t r u m e n t s a r e no t in te nde d to be p r e d i c t o r s
o f m a n a g e r i a l s u c c e s s , i t i s n o n e t h e l e s s of i n t e r e s t t o i n v e s t i g a t e
t h e s t r u c t u r e o f o r g a n i z a t i o n s where the managers have been t r a i n e d
i n p s y c h o l o g i c a l type t h e o r y to d e t e r m i n e whe ther t h e r e i s a b e t t e r
m ix o f p s y c h o l o g i c a l t y p e s t h a n t h e r e w o u ld o t h e r w i s e be . Thus , a
l o n g i t u d i n a l s tudy o f a group o f managers so t r a i n e d i s recommended,
w i t h t h e r e s u l t s t o be c o n t r a s t e d w i t h s i m i l a r o r g a n i z a t i o n s whose
managers have no t been exposed t o such t r a i n i n g .
4. F u r t h e r s tu d y o f demographic r e l a t i o n s h i p s i s recommended t o
unconfound th e demographic f rom th e o c c u p a t io n a l f a c t o r s which c loud
i n t e r p r e t a t i o n o f t h e s e r e l a t i o n s h i p s .
Summary
The f i n d i n g s from t h i s s tu d y e s s e n t i a l l y conf i rmed those from
o t h e r s t u d i e s i n t h e l i t e r a t u r e , p a r t i c u l a r l y w i t h r e g a r d t o t h e
r e l a t i o n s h i p be tween t h e HBDI and t h e MBTI, thus p r o v id i n g s u p p o r t
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
for the theoretical foundations for both instruments. The large
number of participants available for this study enabled the extensive
exploration of interrelationships of several categories of inquiry
addressed by the research hypothesis relating to the MBTI-HBDI rela
tionships and by the research questions which were directed toward
demographic concerns. In particular, the sizeable population pro
vided quantification of detail sufficient for the investigation of
the MBTI extraversion-introversion relationship with the HBDI quad
rant characterizations, a research finding unique to this study.
This latter relationship, if confirmed, will provoke profound ramifi
cations to Herrmann's brain dominance approach and will further
substantiate MBTI psychological type theory.
A number of other findings from this study, particularly those
related to demographic variables, appear to have a population-
specific nature, thus demonstrating the need for multidimensional
investigations of diverse groups before definitive conclusions can be
drawn. Unlike the MBTI-HBDI relationships, which appear to be stable
over populations, generalization or stereotyping solely on the basis
of demographics for either MBTI types or HBDI profiles will require
qualification based on the nature of the population under study.
R e p ro d u c e d with perm iss ion of th e copyright ow ner. F u r th e r reproduction prohibited without perm iss ion .
BIBLIOGRAPHY
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