psychological science chapter overview · pdf filethinking critically. . with psychological...

26
. . Thinking Critically With Psychological Science CHAPTER OVERViEW Chapter 1 explains the limits of intuition and com fllOO sunse in reasoniog about behavior and mental p-rocesses z To counteract otir human tendency toward tn f n- -orr :\ dR logists dop sLlCfltlflL f tude that Is : based on curiosity, skepticism, humi1ity and critical thinking. Chapter 1 also explains how psychologists, using the scientific method, employ the research strategies of description, correlation, and experimentation in order to objectively describe, pre dict, and explain behavior, The next section discusses how statistical reason ing is used to heip psychologists describe data and to generalize from instances. To descrihe data, psycholo gists often rely on measures of central tendency such as the mean, median, and mode, as weh as variation measures soch as the range and standard deviation, Statistical reasoning also helps psychologists deter mine wn;en it is safe to generalize from a sample to the iaraer populat;on. Chapter 1 concludes with a discussion. of several questions people often ask ahont psychology, includ ing why animal research is relevant, whether labora tory experiments are ethical, whether behavior varies with culture and gender, and whether psychology’s principles don’t have the potential for misuse. Chapter 1 introduces a number of concepts and issues that will play an important role in later chap ters. Pay particular attention to the strengths and weaknesses of descriphve and correlational research In addition, make sure that x on understand the meThod of expernnentat;on, especlallv the importance of control conditions and; the ditference between independent and:; depencfent variables. Pinally, von r 1cfodio —fnu upo &ri concerning populations; and samples. as well as the concept t ‘co ticance in tcstnrv difa ionce b-. C - - , CL i -, ,‘ ,‘I LI , ‘1 II t h h Th - I) ILL 11 f - ,j, C’ i’’’’I I, cit I ii I ‘e i, h i i,t’ a’ 1(ji 1 1 ‘1 ;f ; ‘ii 1 a;’ ‘ci;’ in , a 1 1 1 / 11,LJi I I t i h’ i, ;l; t ; ,l,, ,i, / , ‘;‘ 1, / ; i ‘i / a a 17

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Page 1: Psychological Science CHAPTER OVERViEW · PDF fileThinking Critically. . With Psychological Science CHAPTER OVERViEW Chapter 1 explains the limits of intuition and com fllOO sunse

. .Thinking Critically WithPsychological Science

CHAPTER OVERViEW

Chapter 1 explains the limits of intuition and comfllOO sunse in reasoniog about behavior and mentalp-rocessesz To counteract otir human tendency towardtn f n- -orr :\ dR logists dop sLlCfltlflL f

tude that Is: based on curiosity, skepticism, humi1ityand critical thinking. Chapter 1 also explains howpsychologists, using the scientific method, employthe research strategies of description, correlation, andexperimentation in order to objectively describe, predict, and explain behavior,

The next section discusses how statistical reasoning is used to heip psychologists describe data and togeneralize from instances. To descrihe data, psychologists often rely on measures of central tendency suchas the mean, median, and mode, as weh as variationmeasures soch as the range and standard deviation,Statistical reasoning also helps psychologists determine wn;en it is safe to generalize from a sample tothe iaraer populat;on.

Chapter 1 concludes with a discussion. of severalquestions people often ask ahont psychology, including why animal research is relevant, whether laboratory experiments are ethical, whether behavior varieswith culture and gender, and whether psychology’sprinciples don’t have the potential for misuse.

Chapter 1 introduces a number of concepts andissues that will play an important role in later chapters. Pay particular attention to the strengths andweaknesses of descriphve and correlational researchIn addition, make sure that x on understand themeThod of expernnentat;on, especlallv the importanceof control conditions and; the ditference betweenindependent and:; depencfent variables. Pinally, von

r 1cfodio —fnu upo &ri

concerning populations; and samples. as well as theconcept t ‘co ticance in tcstnrv difa ionce

b-.

C

-

-, CL i -, ,‘ ,‘I

LI ‘ , ‘ ‘1

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17

Page 2: Psychological Science CHAPTER OVERViEW · PDF fileThinking Critically. . With Psychological Science CHAPTER OVERViEW Chapter 1 explains the limits of intuition and com fllOO sunse

18 (hapter I l hinking Critically With Psychological Science

Objective 1: Define hindsight bias, and explain how itcan make research findings seem like mere commonseflSC.

1. The tendency to percei\ e an outcome that has

occurred as heinu obvious and predictable is

Lalled thr

I his phenomenon is

(rare common) in

(hildren/adults both

children and adults).

2. Because it is (atter the

tact usually wrong), this tendency makes a

research findings seem like mere common sense.

Objective 2: Describe how o erconfidence contaminates our ci ervday judgments.

3. Our ci cry day thinking is also limited by

in what we think we knov.,

ii hich occurs because of our

______

to seek information that confirms our judgments.

4. Most people are

(better/n orse/equally wrong) in predicting their

social behas ior

Objective 3: 1 xplain how the scientific attitudeencourages critical thinking.

5. The scientific approach is characterized by’ the

attitude’- of

Sand

6 Scientific inquiry thus encourages reasoning that

cxamins assumptions, discerns hidden values,

r aluates c x deuce and assesses conclusions,

uh s ca’lca

Objectixe 4: Dccrihu hw psxchoiogicai theoriesguide scicntitie research.

to guide their tudy of

chasic raid mental processes. They make

and form

ii hich are

hac. d on nen

8. An explanation using an integrated set of princi

ples that organizes and predicts behaviors or

events is a Testable pre

dictions that allow a scientist to evaluate a theory

are called . These predic

tions gix e direction to

9. In order to prevent theoretical biases from in flu

encing scientific observations, research must be

reported preciseli—using clear

of all concepts—so that

others can the findings.

10. Ehe test of a useful theory is the extent to which it

effectively observations

and implies clear

11. Psychologists conduct research using

methods

and

methods.

Description (pp. 26—30)

If you do not kwthernningofanvofthfollowing words, phrases, or expressions in thecontext in which they appear in the text, referto page 40 for an explanation: Numbers arenumbing; Anecdotes are often more startling; a

L thimbleful; snapshot of the opinions.

Objective 5: Identify an advantage and a disadvantage of using case studies to study behavior and mental processes.

1. The research strategy in which one or more indi

viduals is studied in depth in order to reveal uni

versal principles of behavior is the

2. Although case studies can suggest

for further study, a poten

tial problem with this method is that any’ given

individual may he

Objective 6: Identify the adi antages and disad vantages of using surveys to study behavior and mentalprocesses, and explain the importance of wordingeffects and random sampling.

3. The method in which a group of people is ques

tioned about their attitudes or behavior is the

Page 3: Psychological Science CHAPTER OVERViEW · PDF fileThinking Critically. . With Psychological Science CHAPTER OVERViEW Chapter 1 explains the limits of intuition and com fllOO sunse

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Page 4: Psychological Science CHAPTER OVERViEW · PDF fileThinking Critically. . With Psychological Science CHAPTER OVERViEW Chapter 1 explains the limits of intuition and com fllOO sunse

20 Ci pte oCitar % th y tol otto C e

6. 3etau’, tii1 t ti mas b)th xi u cd n’ o it it at smi or hi tie tedw ticon ‘.rulk. lo

Ct (I for dt m study a t c it rciatit is )syd ologists

) i c itha ( t c o thu sinth’s

ihc 1)tt r I ) to his t r C N x the

Oil uo i ‘it

ottc ors.Object ye 10: Dt c ( c P 1 u or oreat ns 3. 1 c i cswxr n

tti itt) ft

7. \ trt xe ti I tutt d ‘ihtx r ci ur t e do s tnt pit

is a

8. People art r rc e t it tru i d ret Ii n in Objective 13 1 , u uh the doub e blind proce

that their bc iet . this ira r dine rnd random a gnmer t by d onfidence in- rxcar I lindi is

n tin ikin ieig ex lai many

jefets.4. Rest arthca a n etimes aive et rtair p trticipants a

Objective U: xplan th turn n ide to p scu Ioheat ext called acent o dc r randon ‘qn ces at d r p re tbt i behavior with that ot partich

pants w 1 o icc th e the at tual treatment. When9. Inott tr ccr m it ttnde u ‘st percuve ordi n

flc ‘ th kir t t a! inc ic rece” ng a treatment

pioouce rinults a10. Pattcr sate s caks r rardo sequ( ice occu- is sad to occur.

more less) often than peo ra. When neithe the subjects nor the person collectole exm et and they (do / .ing thi data knots s which cond t on a subject isdo ni) iy pear random. in thc researe icr s making use t the

Experimentation (pp 6 )9 -

It you k t C t know the near in of the I ilk aa d tI in t x v hex t appca 6 k i expirin e itn ust mx olve at cast two condi

hetc t page 0 o i xoi atior: tors:tte en dhion in

ah he xe it iental treatrit it’s bresent, and

thc Ito ntichiti

Objct’v 12 es tC

.1 e t

da C ‘qen

c dii -

Csti ur

t I ttirObjective 14: I x ah r t WIfe r e bctxsee i an indepert/c ta-i d tide x iabt.

2. P r ‘t dk a hi d t na t d

tt 8. e 11 r ar a atdi n npcr

i ti abc.

Page 5: Psychological Science CHAPTER OVERViEW · PDF fileThinking Critically. . With Psychological Science CHAPTER OVERViEW Chapter 1 explains the limits of intuition and com fllOO sunse

The measurabk factor that may changc as a result Objective 17: Desa be tI t tItendency, and tell rfrc r mol these manipulations is called thecores.

ra ‘nble.

9. lhc aim 01 an cxperim r t is to 3 thrcc r as ca(n variable,

the x anabic and and thealother

4. Ihemottrqu IF xplain at least one adi antagc )t tbc cxperiment as a tion is c 11 d nresearch r icthod

5, thc mear scir uted s

I

the

6. The median is thc a

percentile

7. 1% hen a distribntrc r is c F d

t

(mean median nodc

Statistical Reasoning (pp 39 44) extreme scores

It von do not knon the meaning ol ant of the Objective 18: Dt’stiibe V 1 51)

following words, phrases or expressions in thecontext in which they appear in the text, refer topages 40-41 for an cxplanation’ Off the top of 8. &r erages dciii ed Ii ) rthe head cstm ate, iatio’ial uic une coke’ gauges (high Ron) r anab lut rdata arc ‘niisy.

those ii ith

rariability

Objective 15: 1 xplain the inrportanc e ot statistical 9. The measnrcs of s a at onprinciples and gh e an exampic of their use in everyday hfe. an

1, Researchers use to help 10, The rangc is o r put d

the n see and interpret their obsc ix atrons

11. Th rryt t “tOblective 16’ 1 xp I ur bc r I ar gr p is ar misrepresent daia crudc uratc c

2 0 tic i it ii xc c,a r rOtlc r cxtrcr sc r

hcy i inst 12. fhc siardard dcthor i One simple way of (more ac ur itc Ic s c ‘

visually rcpresentrng data is to nse a hon than tbc ioi g IIt is dard de i itior

inportari )read tIe nct t ke into c r dnlrotethc e rsc i c ii I

d cng isl adbv

‘rcp ted I ti.

Page 6: Psychological Science CHAPTER OVERViEW · PDF fileThinking Critically. . With Psychological Science CHAPTER OVERViEW Chapter 1 explains the limits of intuition and com fllOO sunse

22 Chapter 1 Thinking Critically With Psychological Science

Objective 19: Identify three principles of making generalizations from samples.

13. It is safer to generalize from a

sample than trom a sample.

14. A erages are more reliable when they are based

on scores with (high low)

variability.

15. Small samples pros ide a

(more less) reliable basis for generalizing than

large samples.

Objective 20: Explain how psychologists decidewhether difterences are meaningful.

flexibly cope with

also cope flexibly with

stresses

2. Psychologists conduit experiments on simplified

beha iors in a laboratory environment in order to

gain o er the many vari

ables present in the “real world.” ln doing so,

they are able to test

ate in the real world.

of behavior that also oper

Objective 22: Discuss ‘a hether psychological researchcan be generalized across cultures and genders.

3. Culture refers to shared

16. lests of statistical are used

to estimate whether observed differences are

real —that is, to make sure that they are not sim

ply the result of variation.

The differences are probably real if the sample

averages are and the differ

ence between them is (rela

tively small/relatively large).

17. Statistical significance does not necessarily indi

cate the importance or sig

nificance of a difference or result.

Frequently Asked Questions AboutPsychology (pp.44- 50)

Objective 21: 1 xplain the value of simplitied laboratory conditions in disoering general principles otbehax ior.

1. In laboratory experiments, psychologists’ concern

is not with specific heha iors but with the under

lying theoretical . As an

example, researchers ha e found that people who

on to the next.

and

that one generation passes

4. Although specific attitudes and behaviors vary

across culture’, the underlying

are the same. For instance, throughout the world

people diagnosed with

exhibit the same malfunc

tion. Likewise, similarities between the

far outweigh differences.

Objective 23: Explain why psychologists study animals, and discuss the ethics of experimentation withboth animals and humans,

5. Many psychologists study animals because they

are fascinating. More important, they study ani

mals because of the (simi

larities differences) between humans and other

animals. These studies have led to treatments for

human and to a better

understanding of human functioning.

6. Some people question whether experiments with

They wonderanimals are

whether it is right to place the

of humans o er those of animals.

7. Opposition to animal experimentation also raises

the question of what should

protect the ‘a eli being of animals

If you do not kno’a the meaning of an of thefollowing words, phrases, or expressions in thecontext in which the appear in the text, refer topage 41 for an explanation: plunge Zn; lo underctand how a ornbustion eninc works . . .‘ screen’color ‘thefads.’

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23

Dc sci F c ais of the ethical guidelines Ii r p’v PROGI p c arch.

“I

r

r

Objc ti 24 Ic i Ion persoralvaluc cai rio rr s h rsts rcseirci md its apyncati n ar

u s hcl g potertialtor anifnla epccp e

S I t logists values (do b

do or) ir iluc net their theories, obserm abon / mmd 2 cip’cic ioniladvite

9 \th ug psc mologv a

(c n car r ot) be sed to nanipr latc people its

pnrpo’e is

iu ç I r inking c. it caliyj Inc mien point alien

questions scientih c bjec i i F

ty argum r’ that most scion ide co icepts aII s

m ey crstmucts,

is o)mca 5 ientsts

ag cc dicag cc m nhether there is h fact m b

i it arid ii psychoiogital princ pies that

icrte car r veal.

II F nkin0 ( ititadvl Peopit uho scrxc on juries b

pt ipit smmemtcases

d d mot represent thc pm atcr popu a on

c a tics kI

a dn ir

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ed )F

ts

Page 8: Psychological Science CHAPTER OVERViEW · PDF fileThinking Critically. . With Psychological Science CHAPTER OVERViEW Chapter 1 explains the limits of intuition and com fllOO sunse

24 (hap er 1 ‘1 hrnking Critically With Psychological Science

6. 1 o ensure that other researchers can repeat theiruc rk psychologists use:

a. cc ntrol groupsI,. random assignment.c dor bk-blind procedures.d o eraton I dLfinitions,

7. 1 ‘a scientific attitude of skepticism is based ontt belief that

a people are rarc hr andid in rer ealing theirthoughts.

b. mental processes can’t be studied objectir ely.c the scientist s intuition about behavior is usu

ally correctd. ideas need to be tested against observable evi

dence,

8, 14’hk h of tl followina is not a basic researchtechnique used by psychologists?

a. descriptionb replicationc. experimentationd. correlation

9, Psy hologists personal r alues:

a har e little influence on how their experimentsarc conducted,

b. do not influence the interpretation of experimental results because of the use of statisticaltechniques that guard against subjective bias,

c. can bias both scientific observation and interpretation of data,

d. has c little influence on investigatir e methodsb it a significant effect on interpretation.

10, It shoe size and IQ are negatir ely correlated,‘a hich of the following is true?

a, eopie with large feet tend to hare high lQs.b. I cc pie with small feet tend to have high IQsc Pr opl s ith small feet tend to hare low IQs.

rri predictable heced n a percon’c ‘hoe

11 V of h I I owing would he best for detern r , isle scr a col ol i upairs memorr?

a sr ctd c. surreyb at iralist c c bserr ation d. experiment

12 1 c et mca’ure attitude’ in a represent i s c subset or , of anito’ gr rp or

a puiatic r’ random sampleb c tr ‘a r p cxpe imentai group

e a gr p or trol groupd i anpe P01 latior

13. What is the mean of the following distribution ofscores: 2, 3, 7, 6, 1, 4, 9, 5, 8, 2?a,5 c,4,7b,4 d.3.7

14. What is the median of the following distributionof scores: 1, 3, 7 7, 2, 8, 4?

a. 1 c. 3b.2 d.4

15. lAhat is the mode of the following distribution: 8,2, 1, 1,3,7,6,2,0,2?

a. I c. 3b.2 d.7

16. In generalizing from a sample to the population,it is important that:a. the sample is representative of the population.b. the sample is large.c. the scores in the sample have lois variability.d. all of the abore are observed,

17. When a difference between two groups is “statistically significant,” this means that:a. the difference is statistically real but of little

practical significance.b. the difference is probably the result of sam

pling variation.c. the difference is not likely to be due to chance

variation.d. all of the above are true.

18. A lopsided set of scores that includes a number ofextreme or unusual r alues is said to be:

19. Juwan eagerly opened an online trading account,belier ing that his market savvy would allow himto pick stocks that would make him a rich daytrader, This belief best illustrates:a. the false consensus effect,b. illusory correlation,c. hindsight bias,d. overconfidence,

20. Which of the following is the measure of centraltendency that would be most affected by a fewextreme scores?

a. sy mmetricaLI,, normal,

c. skewed.d. dispersed.

a. meanb. range

c. mediand. mode

Page 9: Psychological Science CHAPTER OVERViEW · PDF fileThinking Critically. . With Psychological Science CHAPTER OVERViEW Chapter 1 explains the limits of intuition and com fllOO sunse

Wa I

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d nplct d during a final4 t t following questions after

i aid lie o r e anscrers forsaidl og ess hstl

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b. \Ilegatoi tcct a nlsInn e It

c. lie it athc Fit Itn n I es

nd Fir

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PROGRESS TEST 2

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Page 10: Psychological Science CHAPTER OVERViEW · PDF fileThinking Critically. . With Psychological Science CHAPTER OVERViEW Chapter 1 explains the limits of intuition and com fllOO sunse

26 Chapter 15’ ik ig C tically With ‘syci ologita Science

5, One reason escarche r’ basc the ‘r f ndi igs onrepresentatn c sam iles 5 to as c id t e false coinsensus effect. w ref reters to our tenUcncr to’

a. ot erestimatc t c cx ut t w er others shareour belief.

b. talsets perceh e a et ti rst ip betn ecu tisous cuts it hen none exists

c. underestimate errors in our judgment.d. make all or the above reaconing errors,

6. If hich or the fellow ing cc-f dew rihes the hindsight bias?

a. Es cuts seem more predictable hetore theehate oct erred,

b. Es cuts seem met e predictable after thet haveoccurred.

c. A persons intuition is usuattv corret.d. A perst ‘us in tuition i mualh not correct

7. The procedure designed to ensure that the experimental and control groups do not Jitter in antway that might affer t tne experiment’s resrdts iscalled:

a. variable controlling.b. random assignmentc, representatis e sampling.d. stratificat on.

8. lflnsory correlation refers to:

a. the perception that two negatix elf correlatedvariables are nositix clv correlated.

b. the perception of a correlation where there isnone.

c. an insignificant correlation.d. a correlation that equals I,).

9. In generalizing from a sample to the popolation,it A important that:

a. the sample he representath e.h. the ampie be nonrandem,c. the -ample ran he us’ largc.d. all of the chine he true.

10. 1 lie ‘ti euOh sf thec1abmshir Lsetweeu us

s is 0 us et its n tIl most i’kel be:

a. siciiifmcamii.b. psitnt’

C. negative.d. os erestimateti.

IL \khich ot the lollossir g is true according to thetext?

a. Bee iuse E bor hors e\periments are artificial,any a ne tes d scot ered cannot he appliedto es cry Ta, rehas mors.

b. \o psy e iological theors can he considered agood o e unfit it produces testable predie

c. l’sx chologx ‘s them mes reflect common sense.d. Pss choiogs has rest ties to other diciptines.

12. flhicb txpe or research isould allots von to determine is hether students’ college grades accuratelypredict later income?

a. cast’ studi c. experimentationb. naturalistic observation d. cmrrelation

13. In a test of the etfects ot air pollution. grnups ofstodents pertormed a reaction-time task in a polluted or air unpolluted room. lo ss’hat conditionxs crc students in the unpolluted room exposed2

a. experimental c. randomls assignedb. control d. dependent

14. In order to studs the effects of lighting on mood,Dr. v oper hart students nil out qoestioruraires inbright s lit ss dimly lit rooms. In this study, the‘ndependent s anabte consisted ot:

a. the number of students assigned to eachgroup.

b. the students responses to the questionnairec. the room ighhngd. the ublcet matter of the questions asked.

15. lNhh is t c mode of the fodoiving distribution ofscores. 2 2,4,4 4 II?

a. 2 c.b.4 d.6

16. IX hat A the mean cit the foliosvinu distribution ofscon’c:TH,s,lo, ii,4.5,O. 1,4?

a. ab. I’

17. XVI ,at is th’ n edman of the tollon mg d isti ihution.ii S ooi

a. h c. rb.7 d.c

IS. \Viikh or the oliosving is the measure ot sariaton that A Imost aftected hs exh’emne scores?

c. moderution d. range

a. iiieuib. ta d

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Is I

19. 1 he set of scores that would likely be most representative of thc population from ix hich it wasdrawn would be a sample nun a relatively:

a. large standard deviatio rb. small standard des iation,c. large range.d. small range.

20. U a ditterei cc bc iv cucalls signihe rut ccontluded

a. lhe diffcrmcc s pa hahix rt a 1riOtb. [he ddfcir ncr is probaul’ n t a liable.c. Ihe ddfercnu could he clot tc cnipI’i \ i

ation

d. All or the ahovc can bu :tn5uJo.

hypothesistht’orxindependent x ariabledependent x arableexperimental couditioucontrol conditioncase studysu rvesrephcationrandom assignmentexperimentdouble blind

PSYCHOLOGY APPLIED

\nsn cc these questions the dcx before an exam as afinal che k on x our understanding of the chapter’sterms and corn epts

%iuItiple”CIioice Questions

1. ‘You decide to test your eiiet that men drinkmore sott drinks than xx omen by finding outwhether more sott drinks are consumed per daxin tile moo s dorm tE r the a omens dorm.your h iel is a(n r I x our researchpredit tion is a(n

Definitions or Descriptions

a. an iradepth obsert atonal ctudx o nc Ox n- mb. the x ariable being manipulate d 10 an Cr pci inixrtC. tile x ariahie being measured; in an c\rerrnontd. thu’ “treatmenLahsent’ eondton i’. or tape ii

m err te. testable propositionf. repeating an experu rent to see x heihei thi

results are obtainedg. the process in xshicl’ ieseareh partic

selected by chance t difteient p” rexperiment

h. an explanation usurg r b’got ‘d 1pies that organizes n I pri d ts ) r

1. the research strategy v5 dr tior more x ariables n char or are t cd

j. the ‘treatment prese oaditionment

k. the res°arch strate s n which a reprcsample of indixtidua’s is quectroned

L experimcntal procedure in u hih nei’heresearch participant nor thu tape rio a nte kn xwhich condition tile parti ipu’t i to

a. hvpothoks: thoorsb. theory, ha pothusisc. independent ‘ or ‘able: dope, i ‘‘‘ahabd. dependent yarabiu; iodcpoh or

2. \our ntomuote a ridra Log a

how mans hours the txpical ,,1lx qu uodent tu1ies each dcx She plans ho rta tr:f l’t co shin

naire to the memhur of icr s’O win. ‘ a ntout that her hnding xx di hu rc, x at in a

a. sin’ has not spt’ertiud an “dc1 to or ‘at r

b. she ha not speeitied a dupe ode ot iac. ‘nc sa n xii’ probaht or t he r cc

r hiy p t nohnatd of II I ons

x i ‘aorplcfi thu folios

Matching Items

Match each term with its detinition or description.

I’cnns

1.

3.4,

D.

6.I,

8.9,

10.ii,12

S

f

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28 Chapter 1 Thinking Critically With Psychological Science

3. The concept of control is important in psychological research because:

a. without control over independent and dependent variables, researchers cannot describe,predict, or explain behavior,

b. experimental control allows researchers tostuds the influence of one or two independentvariables on a dependent variable while hold-in g other potential influences constant.

c. without experimental control, results cannothe genera liied from a sample to a population.

d. of all the above reasons.

4. Martina believes that high doses of caffeine slowa person’s reaction time. In order to test thisbelief, she has five friends each drink three 8-ounce cups of coffee and then measures theirreaction time on a learning task. What is wrongwith Martina’s research strategy?

a. No independent variable is specified.b. No dependent variable is specified., ‘I here is no control condition,d. There is no provision for replication of the

findings.

5. A researcher was interested in determiningwhether her students’ test performance could hepredicted from their proximity to the front of theclassroom. So she matched her students’ scoreson a math test with their seating position. Thisstudy is an example of:

a. experimentation.b. correlational research,c. a survey.d. naturalistic ohsenation.

6. Your best friend criticizes psychological researchfor being artificial and having no relevance tobehavior in real life. In defense of psychology’suse of laboratory experiments you point out that:

a. psychologists make e cry attempt to avoidartificiality bs setting up experiments thatclosely simulate real-world environments,

b. psychologists who conduct basic research arenot concerned with the applicability of theirfindings to the real world.

c. most psychological research is not conductedin a lahoratorx environment.

d. psychologists intentionally study behavior insimplified environments in order to gaingreater control over variables and to test general principles that help to explain mansheha\ iors.

7. A professor constructs a questionnaire to determine how students at the university feel aboutnuclear disarmament, Which of the followingtechniques should be used in order to survey arandom sample of the student body?

a. Every student should he sent the questionnaire.

b. Only students majoring in psychology shouldbe asked to complete the questionnaire.

c. Only students ii ing on campus should heasked to complete the questionnaire.

d. From an alphabetical listing of all students,every tenth (or fifteenth, e.g.) student shouldbe asked to complete the questionnaire.

8. If eating saturated fat and the likelihood of contracting cancer are positively correlated, which ofthe following is true?

a. Saturated fat causes cancer.b. People who are prone to develop cancer pre

fer foods containing saturated fat.c. A separate factor links the consumption of sat

urated fat to cancer.d None of the above is necessarily true.

9, 10 say that “psychology is a science” means that:

a. psychologists study only obserx able behaviors.

b. psychologists study thoughts and actions withan attitude of skepticism and derive their conclusions from direct observations.

c. psychological research should be free of valuejudgments.

d. all of the above are true.

10. Rashad, who is participating in a psychologyexperiment on the effects of alcohol on perception, is truthfully told by the experimenter that hehas been assigned to the “high-dose condition.”What is wrong with this experiment?

a. There is no control condition.b. Rashads expectations concerning the effects

of “high doses” of alcohol on perception mayinfluence hls performance.

c. Knowing that Rashad is in the “high-dose’condition ma v influence the experimenter’sinterpretations of Rashad s resu Its.

d. Both b. and c. are correct.

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29

3. f in c rujon iii in anthropol g is critical of I xi x

p r ic I x,ic i r search because it often ignorc s kc i it nec of cuituie on thoughb and acu ins.

3 mo it nitth tt xc xerx littl cx idcncc that cultural d x c

t s a sianificant effcct on spec I leha -

o s nd itt tudcsb c’ archers assign participants t cxp xi

r ent i and ontrot onditmons in such a xi at

c ai I’ represen the u1tura dire si c f ulaticn undcr study Oi

r ossi ak for psx hologists to coc tr P brc cr p0 sibe xanable that riht mnlue c

r h at mcipantd c ‘r ien sy c citic thoughts and ac tior s x a

cr ss c rlturcs as the often do the ur derlyin ; p occsses are much the same

it i

tFc s enti ic athtudc of humdtx is I ased ) r tt eidea t iat da rcsca-chcrs must exaluate nexx idcas nd the

or c heetivetv rather than ac ept them 18 c ) of Yb nd hat

b scientih theories must be testable t oh s

c ir pie explanations of bchax mor niake betterti eui it s di de uinptex exptar atmui

d c ear hers must be prc pared to reject their bxi n lea in the tace of c o iflicting cx id mc

I i a cal

3 F hi h ) the fc Ilowing procedures is an cxar iple V s 1 1 nilv

Fe m1 i placebo’ I n

a h a tet of thc effects of i drug on me non a d n

va tcipa t s lcd to behcxc that a harmless d

U ic uabbx contains an actn e drugb. 3 pa ticipant in an experiment 3. led tc

hi ties e that i pill, which actually c )ntains an oa t x dri g is harnrless

c I r iciy nts ii an expermm’nt a c nit Iisiti f tr atmcntcordition sinclfe t

d Ne F r hc r a ticipants nor t xc exper i m ter

i x swi F trca1merte ndt ir , ncff i

4 c i i egh r pcst cr t

i f r rn

ascf t a

b F it vg e

Kro iF p cisle rc ci ri ceit

d F thc bnc r truc

mx Heft 11 anst ntrxia s t ics th omntngd i

ontI h t

c illd ia c

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30 (hapter I Thinking Critically With Psychological Science

issay Question KEY TERMS1io has a theor that regular exercise can improvethinking. Help him design an experiment evaluating Writing Definitions

this theors ([se the space belou to list the points OU Using your own words, on a separate piece of papern ant to make, and organize them. Then x rite the write a brief definition or explanation of each of theesa\ on a separate piece of paper.) follow’ing.

1. hindsight bias

2. critical thinking

3. theory

4. hypothesis

5. operational definition

6. replication

7. case study

8. survey

9. false consensus effect

10. population

11. random sample

12. naturalistic observation

13. correlation

14. scatterplot

15. illusory correlation

16. experiment

17. doubleblind procedure

18. placebo effect

19. experimental condition

20. control condition

21. random assignment

22, independent variable

23. dependent variable

24. mode

25. mean

26. median

27. range

28. standard deviation

29. stathticai significance

30. culture

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Answers 31

Cross-Check

As on learned in the Prologue

rev cv ir a id werlearning or

material art important to the

lea ‘ni ig arocc s. \fter you fLare

wrItten the deftntiom ot the key

terms ‘n his cFapter iou shouldcomplete the rossu ord puzzle to

ensurt tht r ou can ret erse theprmeacrc ropnize the teem,

gix en the derinition

ACROSS1. Scot tlatfa sattherOther

cc it’Ie, cutth p a distribution

r h It.7. tacplauatiun using an integrat

e I sat of ir dp es that orga

nizes at P predicts oehar iors

u er Zrts,9. \Iost trequentix occurring —

.<or in a distribution14. Descriptirt’ research strategy

in n nich one perso i is studied hi great depth.

15. M ‘asure U r ariation cumput-cc as the different e hetn een 22

tit ‘lngfest and lowest scores - ——

in a distrihuton,16. \4-’asure or central tendency conputed bi adding

die scorw n a distrrbutiou and dix iding hr the

nunroer of saores.19. Pcrccpt’on nt a or eIaton betu ecu two events

tr here none exists

20. Descuf tire icscarch tccnniqueinxrhich a repre

sentatx e, random amp1eot people is questioned

ak or I their aDt ides r f ci ax m irs

21. Depiction of the reationship hetxx een two sets of

tcoi s fv 0e n of a grapfcd cluster of dots.

22. Sample in . hi h cx err member tit the ponulauun

h s i qual h ic c I ire . ided

DOWN2. apr nniemLn wa htion ,r, .Inch mesearcl

p r’ apaUs arc n ‘I L th P depe idtnt

liar It hwn03. l”w cape o ient, lie xa-rnaoic being wan pulated

ai .d rested hr ti invr ctratum

4. Rsn’arch metned in rrui I’. heha-’ icr is obserxed

and worded in natur Ph Oct urring cituations

v. irhoot ant manipulation or rontrol.

5. \ pier n derinitiun o tf e procec ores isc d to

derhh, a - ‘aehie6 ave ,ra iup vi c riies jap ow,

P hal:4aa alt er Iuates er !dt’nce’ and

a S t( 2(0 0 5

8. The bias in ra hich we hehexe, after learning an

outcome, that we could hat e foreseen it.

10. Our tendency to oxerestmmate the extent to which

others chare our beliefs and behaviors.

11. Control procedure in which neither the experi

menter nor the research participants are aware of

which condition is in effect.12. Testable prediehon, often iniphed by a theory.

13. Measure that mdieatcs the extent to which one

factor predietN another taetor.

17. 1 xpermmental condition ux it hith the treatnient of

interest is withheld.

18. Who i a r starch part’r inant s t xneet itions

pi oduce the re”ults t’t an experiment, it is railed a

ofrc t

1- f--c---1

—H fff:

--

I L-

-- H -

_:4. it’

I 1

Ij

no’ —

.-,

I’

I 2(

ANSWERS

Chapter Review

The ,\eed for Psychological S fence

1. hhidbght bia” or r on’ both chiidrcn ard adults

2. after the tact

3. c u tidc cc I as

4. email- t i’u in

5. urlo—.ntx: skeptrisn; huni’itx

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12 Chapter 1 Thinking Critically With Psychological Science

8. tiluorl; hi pothe’-es; research

9. ip ational definition%; replicate10. ortzanlzes; redictions

ii. dt muiptit c’ correlation’ experimental

Des ‘nption

1.

3 tic

it ording

1aisc cunensus effect

aniom population; doesare

8, sid

9. natural sue observation

0, d’s rib

ii. odaI; solitary; varies

cdi tcd

cx cut’ caused; explanation

llusor\ correlation8. uonrnn supersttnu

9, i ‘rid in etc its10. r “at do

tO.. Lit P’oichnletpir na r

7, %atecuarp r’ it tzon

1. :cs” etfect NtatiNtically’ tactorn

2 1; penn cuts’ manipulates holding constantI rn ol ing

3, h.hat iot; experimental’ effect

4. p ac he placebo eftec

S. doublet hod procedure

ii it I cut ili md tom issignumunt

Ill ci , d i r

ntotini’d e .o,cent horn ptec t them lit m harm cc dmation obtai cd mr p Ic

It fnlh explain tbe resutirt h

8. do

9. can; enlipht.’n

10. p str cd ii m’

11. det nut; lt’s

12 d. no im.,

p.,to ‘t i. t t 0 1

a sc m I P-iii.”

6. en al thir king

7. —Pentitu method; observations; theories; revised;bs r itions

a c study

hx pt’theses; atx pical

4,

3.

6.

Corn lotion

8. indepenc ci dcpei dci

9. maninubte. inuependuri rca—crc’ d’nd. it;cont 1 r bl

Expernnentadon ha inc 1d’ ionic I 4 rn a—tna theins esiigat’mr’ cc Pr ii o ho ‘I t let nt Lid iii Icy litvariabk s that m ph in a e I it r n itsalso permit the mx estlga 10’ 1.’ He. 0’ 0 ‘0 r, ,ittoland des ‘ipton m tic ci Ic 1’ 1 min hehas ior

Statistical Re isoni ig1. statistics

2. data ory ani ‘;l ii’ mp ‘ Ic mh P lip

3. modc, ni’dian’ mea

4. iuodc’

5. total um n nnL r

6. dtli

7. skexncd mci

8. lou;liigh

9. range stard Id’ tic

10. difference Imeum cem rhe (0cc-c nod hg’.-i stoIcs11. crude is

12, mote acenratc; take—

13. representati’

14. lou

15, less

16. sigmfica ice ma x e I al c 1 x in

17. practical

Fi’equeirtlii Asked Qnestzon

1. principles lab mr ton ‘A

2. cnnti nI; nc ral p nnc plc -

3. ideas hchax ions’ attitudes rr.o’ ‘cm s

4 princ ‘pies to n s- c d x o5 ,m.Jit: d’—e’sc

6. e tic t d u

1. con hated; predict; correlation coefticientcatterplots

3 p—tn eli correlated; negatively correlatedtc set

4. strength; it eakness; causation; cause-effect

Its is an ‘xample of a negative correlahon, As onetat ton Itmme spent studi ing) increases, the other factor(anx.eti levell decreases,

S.

6.

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Answers 33

Progress Test i

A4u1tip1eCIzoice Questions

1. a. is the answer. In a ease stuciv one subject is

studied iu depth. (p. 26)b c e raarh zn p o toD1 5 ier

viexvedC Correlatious ideutify whether two tactors are

rota tedd tn an exuernuent au investigator manipulates

oue variable to observe its eiieci ou auother.

2. c. is the answer. Exert‘6so is the variable beingmanipuiateo in the urperiment. cp. 38)a. A control condition for this experiment would

6-e a roup ot oeople o,ot permitted to exercise.

b. An interveninguariable is a variable other than

those being manipulated that may influence

behavior.d. The dependent x ariable is the behavior mea

sured by the experimenteon-in this case, theeffects of exercise.

3. c. is the a.nswer. The control condition is that for

which the experimental treatment (the new drug)

is absent. (p. 37)a. A r’andon sample is a subset of a population in

which every person has an equal chance of being

seic’cted.b. Tb.e experbnenta[ condition is the group for

which the experimental treatment (the new drug)is present.

d. “Test group is an ambiguous term; both the

experimental and control group are tested.

4. d. is the answer. Cc. 24)a. hivpotbeses are testabie propositions.b. Dependent variables are factors that maychange in response to manipulated independentvarabies.c. Stafistical indexes may be used to test specificbvotheses (and therethre as indirect tests of theonesi. but daex are meren: mathematical tools,

not general principle’s, as are theories.

3. d. is the anso.’er. in this case, the children are hein.g olasenreo in their normal environment rather

than in a laboratory. (p. 29)a C lt P was , m efi wnsm s

nenveen two factors, The’ psychologist max later

want to determine whether there are correlahonsbetween. the variables studied un.der natural con

i:,,UIL,00s.

b. In a case study, one subject is studied in depth.

c A” oct , mu tim of oect se he nsvcnolo

&fiSt is not direr tb.’ controlling the variables hem.

studied.

6. d. is the ao.s‘xxer. (p 23)

7. ci. is the ans‘ wer, (p. 23)

8. b. is the answer. Replication is the repetition of anexperiment in order to do-‘fermine xi’hether its

findings are reliable, It is not a research method,

(p, 25)

9. c. is the ansxxer..

481a., b., & d. Psychologists’ personal valuesr can

influence all of these.

10. b. is th.e answer. (p. 31)a. & C, These answers would have been correcthad the queshon stated that there is a pnsiih’c’ cor

ml tim Ki cc C cm ‘t ‘‘ tQ w ‘ \

is probably’ no correlation at all!

Ii, d. is the answer. in an experiment, it would he

possible to manipuicite alcohol consumptioot and1observe the effects, if any, on memory. (p. 3Cca., b., & c. These answers are incorrect because

on’ to d wet co r ting b ‘ u C es 0r

est can a researcher uncover cause-effect relation

ships.

12. d. is the answer. i. 28)

a. A sample is a subset of a population.b. &. c. Control and experimental groups are used

in experimentation., not in survey’ research.

13, c. is the answer. The mean is the sum of scores

dh’ided by the number of scores. [(‘2 ± 3 + 7 6

÷l+4+9÷5+8+71/lO=47.lft3.411

14. d. is the answer. When the scores are put in orderl 2 4 ‘ ‘P 4jc mhrsnn pc.weult ph

ting the distribution Ln half. (p. 41;’

15. b. is the answer. The mode is the most frequently

occurring score. Becaus.e there are oo,ore “twos”

than any other numbc’r in the distribution, 2’ is. the

mode. (p. 41)

16. d. is. the answer. (pp. -i2—43;

17. c. is the answ’er. (p. 43)a. A statistically significant difference may or

max no,t he of practicrd importance.b. This is often the case when a difference is not

statishcall significant.

18. c. is the answer. (p. 41)

19, d. is the answer. (p. 22)a. This is the tendency’ to overeshmate the extent

to which. others share our beliefs.b. This is the false perception of a relahonship

between hvo ex’ents.c. 4’his is the’ tendency to believe, after ioarnin’p an

outcome, that one could harm foresc’en it.

20. a. is die answer. As an average, calculated by

thom’, ‘ sn,i ndscores. the mean could easily be affected by the

inclusion of a few extreme scores. (p. 411

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34 Cnaçtci I ll.nP ng (‘nfl-ill3With Psychological science

b.T r .i,. . tic. & d. 1ie ;:‘rjiat.•% t.3i ..‘ oi’-: t.tfl

itt! \ I it i

L ‘ 6. h’p 42; 11. thp.41)2 rip -i 7. ‘ ip 12. mjp.28)

(f 8 13kp241 14.np 3)

3. t’jl .1, 10. ip 4)

P gre Tes

‘L Itipit hoic.. .lurst oils

1. d. ; Lit’ If arIaa ttIttt elati

‘1

2 d.is cans cr ( “‘

a., & L’. tii. duh1e-bIiad procedure is one is av tot a o% cper.’ne’ ‘to! and ii ntrol groups.-. k’ r’ n ni’’ us ar randoml assigned to

t c r ion ontrol groupd. e ens 4 i \L mat shelters are forced to kilt‘f’ time-. many dogs and cats as are used in?f%c3 -. .17’

4 1 itI ‘ii con on the companson group,

:n .‘ lcJ, d’.- .-xpcrniental tieatment (the treatintt.t t” It’ll .o..ti 35 al’si.nt.b. ‘‘ iLt)I i .1 di dl co-Served and measured

ii ab th xpeni icnto hc. el. mdent anabk, which is

be.jn’: tt.nin.1a’t.I

5. a. :— tflt ,.‘.,—t’ s ip >i

b.IF etc ‘‘1 ivc relafi rI t ) ‘I

6 It” :‘ •‘? Ota. ,“ •‘t mc n’a ‘- ttkted to lundsight rather

& 1 ii ‘rn sn ol hi ir

in rtt t txr a3 c .i t ti C . i at. the c. red intuition

‘r II em ‘tidi -.uhfrd’s are u’.ed in’ anid u arc 1 ind mh a’ssignecl to

ifftieices dat emere,a ‘mud temfr’mt[eexpen

2, , £. d ‘e.”W (4 .h’ -fl.’ t0nhi% des 1 itt” prcc..au•e’t I tl[’ ,., Lip’i tc t”4X mmciii’

8. b. is the insn r. (p

9. a. is the anssstr. ,p. 42)b. & c. large random sample aic n’on. ikel’, ti

berepresenttte ) ‘j. Ia t Ithc.yan dras

10. d. is the answer. Because is r in ‘.Psitive to drdniatic or unusual in ents. iv-’ rc espet ial!t likehto iwrcei e a dation hip I, s te ti em 14)a.,b.,&c.lhtitlt I ii ‘.

is no more ik h t, be s nice p0 e.negative than that be”s cen it s’- dr’m’tic tn ent...

11. b. is the answer. (p. 2a.ln tact thc a tific ilti o pen its irtanmtentionalattenijtb tea o trclderronment in which to tc’.t t icoret cat pr nciplethat are applicable to alt hehai it’r.c. Some pcvcli’Jogical than Ic’ go against whMtisc. consider ommc i sci t hut ‘.

many issues tIitps hot i at se afrom clear is h t the commo ‘t ‘en’s position isd. Psvchologt has alit a had ties tc other di-,...plinec, and in recent times. thee ties ha ‘

increasmg.

12. d is the answc r Con? itic srio ‘ On l c 1

factor can be predic ted from another p 3t’m;a. Because a tase “tudi focuses in c’eat detail onthe behavior of an mdii idu ii ifs p’ t’bobiv no•useful in showing cli h rdictrnpossibkb. \aturalistic. oh-en atton i, a mcthc’d of descnil,ing, rather than predicting. bcha’ ion.c. in e’perimental research ‘he effects ot nianipulated Indepindent sinia 1 s dep dianiablesaremeasur It )tc hci npeniment could help dc’tern’m’.te isls’thei IQ tc-.tpredict academic success.

13. b. is thc. ansisin flit intncinisii’chthc n’atn it i

iSiOsent p.,a. Students in the polluted r.experimental cenditi,,nC. Preu naN, ill & u lentvu rndmy si tassignr c. t is neti torather than a condititu”.d. The is ord .len n11, ‘it n tiin expernic’nt. conditionstal or c )ntrol

14. c. is thc ansiscn Ihc ghtir i’ il tact’ 1” ‘innmatnpulated. (p. ‘8’a. & d. The’-e’ anncr.. air inct’n, a 1% 0’-t fhe

usc a pitt f ti-c ‘q .r cr iii ‘i (1

“mica rc of entral tendenci.and mode git e equal it eighttounts only once and its

um ton

1, 11j;j tern

(Ink epenirnents tan ret calshtpv the other m thods can

ip (p 361

7. b. ,‘I’t .

nil t

it if’“i’ f

ond rn i’ he ol5 p )t

cm i’’uld ti. “ J

iii t h c ditiorr s otat ‘ m_, )ti.

fit ., kind of anab:e‘ithcrt’i, n’en

an Lu C

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Answers 35

b. his ,nsn er s tIn dependent not the inclepein

dent vanahie.

16 th r. is er I re m n is the sum at the

o es ha icied hs the univ bet of scores () 10as p 31)

1. c. i the isis X\ hen the scores are put in order8 °, A) 8 is at the h)th penentile

tilig he dAtrjbution in halt, (p. 31)

18. d. is the ansn er. Since the rance is the difference

be veen the highest and Ion est scores, it is Ad r t aftet dby ext une sores (p 41)a. & c. e nuan an I mode are measures at centrei tendenci, not at ariation.Ii, iThe nanj ard dci ]atjon is less atfected than ther n ,e c use vs hen it is calc Iated, the deviatio u cv ii scare tram the mean is computed.

JrlsX\ en Averages dens ed tram scaresx ariahihtv tend to he more reliable estithe populations tro n vs hich they areus a and c. are ncorrect. Because the

des iatian n a more accurate estimate ofthan the range. d. s incorrect. (p. 43)

d, the unsuci dittorerace tncit Is statisticallys icCi t Is a true difference rather than anapaarent difietence due to (actors such as samphng ariatiota. and it is reliable. (p. 43)

Psychology Applied

A’ t 1, 1 -(ho, c Questions

c. & d. tndepeuderjt and deiaendant s ariables are

Th rin rta1 t ‘atu cuts md I chc iors, respecti s y I 1 A m I predictions r a As olve such

.u ahl s hut are not themsels cc those s ariahies.

2. c i- tue iflii en. 3 he members of one ororitv a e

ik is te ‘ran iron nter sts, tr A, a cI attitudest s as is a 81 oful

pendent s ariablec. In a sense, survey questionsare independent variables, and the answers, dependent sariables.

3. b.isthearswe p.38)a. Although the descriptive methods of case studICs, sums es s, naturalistic observation, and correlational research do not involve control of variables, they nc vertheless enable researchers todescribe and predict behavior.

X\ hetlier or not a sample is representatix of a

popultion. rather thati control over variables,determines wne tlrer results can he generalizedfrom a sample to a population.

4. c. is the ansu em. In order to determine the effects

of cafteine on reaction time, Martina needs tomeasure reaction time in a control, or comparison, group that does not receive caffeine, (p. 37)

a. Caffeine is the independent s aniable,b. Reaction time is the dependent variable.

d \\hether or not Martina’s experiment can hereplicated is determined by the precision with

vs hich he reports her piocedures, which is not anaspect at research strategy.

5. b. is tire answer. pp. 30—31)a. this is not an experiment because the re

searcher is not manipulating the independentariable tseating position); she is merely measur

ing whether variation in this factor predicts test

performance.c. If thc study were based entirely on students’self-reported responses, this would be a survey.d. This study goes beyond naturalistic observa

tion, isnich mereh describes behas ion as it

occurs, to determine if test scares can be predict

ed from students’ seating position.

6. d. is the answer. (p. 45

7. d. ‘s the Lmsvser. Selecting every tenth person

vs ould pr )bablv result in a representative sample

of the e itire population at students at the unis ersit, (p.2ia. it vs oaid In di tflL ut, if not rmposihie, to sur

s e em ci st dcrit u campus.h. I sx c a ogs students are not representatim e ofthe entire strident population.

c. Thi’ dflsi\ c’S is incorn-c t for the same reason asI h s vs ould constitute a biased sample.

8. d. i5 (1w ansi’ en. (pp 3o 32a. C orrelation dan.”- not impis causality.b. Again, a positis a’ .orre1a (ion simply means that

Ac tactc s ttnd to increasc’ or decrease together;(irA er e aLa hi8 5 ift implied.

c. A sem.rjtetactr’ mac or nias not he ins oh ed.I hat tI e tx’u h,,tors ac correlated does not imply

a ‘epai’ te (a nor. Acre i rar, fin example, be a

19. b. is timevsltir ionmat’s ad r ass n.-tandar dvariahiliti

Matm .zzng items1.

.2)

2. hp.24)3, hI8 384 c 38)

i (p. 3)

6. Li (p. 37)7. i(p26)8. k (p 27)

9. t(p.25)10. pip.37)11. i (p 36)12. 1 (p. 37)

I. b. n the nwer. A general belief such a th, one

a n’w,as ;ithe1A orgaibze. c\piain. and gener

a c s cAt s a led m pA escs) uch

a Tic i’s uc sof drin s A vs in

Li its 75.

a. & h. Ln(ike t”pa’ianients. nirm er ho not cpu v

L A ecI maP ruIat’ mdc u’rdeut and de

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36 Chapter 1 Thinking Critically With Psychological Science

direct causal relationship between the two factorsthemselves.

9. b. is the answer. Psychology is a science becausepsychologists use the scientific method andapproach the study of behavior and mentalprocesses xvi th attitudes of curiosity, skepticism,and humility. (p. 23)a. Psychologists study both overt (observable)behaviors and covert thoughts and feelings.c. Psvchoiogis ts’ values definitely do influencetheir research.

10. d. is the answer, (p. 37)a. The low-dose comparison group is the controlgroup

11. d. is the answer. (p. 46)a. In fact, just the opposite is true.b. Actually, psychological experiments tend touse the most readily available people, often whiteNorth American college students.c. Although this may be true, psychologicalexperiments remain important because they helpexplain underlying processes of human behavioreverywhere. Therefore, d. is a much better response than c.

12. d. is the answer. (p. 23)a. This follows from the attitude of skepticism,rather than humility.b. & c. Although both of these are true of the scientific method, neither has anything to do withhumility.

13. a. is the answer. (p. 37)b. Use of a placebo tests whether the behavior ofa research participant, who mistakenly believesthat a treatment (such as a drug) is in effect, is thesame as it would be if the treatment were actuallypresent.c. & d. These are examples of blind anddon b1ebimd control procedures.

14. c. is the answer. if height and weight are positiveiv correlated, increased height is associated withincreased weight. Thus, one can predict a person’s weight from his or her height. (p. 30)a. Correlation does not imply causality.b. This situation depicts a negative correlationbetween height and weight.

15. d. is the answer. A small or large standard deviation indicates whether a distribution is homogeneous or variable. (p. 42)a., b., & c. These statistics would not give anyinformation regarding the consistency of performance.

1 6. c. is the answer. A correlation that is perceivedbut doesn’t actually exist, as in the example, isknown as an illusory correlation, (p. 33)

a. Statistical significance is a statement of howlikely it is that an obtained result occurred bychance.b. Overconfidence is the tendency to think we aremore right than we actually are.d. Hindsight bias is the tendency to believe, afterlearning an outcome, that one would have fcreseen it.

17. d. is the answer. (pp. 41, 42)18. c. is the answer. (p. 41)

a. The mean is computed as the sum of the scoresdivided by the number of scores.b. The median is the midmost score in a distribution.d. The range is the difference between the highestand lowest scores in a distribution,

19. a. is the answer. The mean is strongly influencedby extreme scores. In this example, the meanwould change from $25,000 to (75,000 + 25,000 +

25,000 + 25,000 + 25,000)/S = $35,000. (p. 41)b. & c. Both the median and the mode wouldremain $25,000, even with the addition of the fifthfamily’s income.d. The standard deviation is a measure of variation, not central tendency.

20. b. is the answer. (p. 43)a. If the difference between the sample means isnot significant, then the groups probably do notdiffer in the measured ability.c. When a result is not significant it means thatthe observed difference is unreliable.

Essay Question

Elio’s hypothesis is that daily aerobic exercise for onemonth will improve memory. Exercise is the independent variable. The dependent variable is memory.Exercise could be manipulated by having people inan experimental group jog for 30 minutes each day.Memor could be measured by comparing the number of words they recall from a test list studied beforethe exercise experiment begins, and again afterward.A control group that does not exercise is needed sothat any improvement in the experimental group’smemory can he attributed to exercise, and not tosome other factor, such as the passage of one month’stime or familiarity with the memory test. The controlgroup should engage in some nonexercise activity forthe same amount of time each day that the experimental group exercises. The participants should herandomly selected from the population at large, andthen randomly assigned to the experimental and control groups.

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Ansners 37

Key Terms

Writng Definitions

1. Hi ds’gI I bias re c s to tfe tendencx to behese,alt lea nog, an ouhoinc that one is mild hai eforeseen it also called the I knezi’-it-aii ah’ng

ea”x ‘r’ tp. 2b2. Critical think’ng is are ut reaso ring that exam

russ ass mph i is, d scerns nidden x alues, evaluate— ci idcnm, and assesses concuusions (p. 24i

3. A theory is an explanation using an integrated —et

ot in p es t r it on antics and predicts behasuo’ inc cots p 24

4. \ hypothesis is a testable prediction, otten im

plied he a theory; testing the hr pothesis helps sci

entists t) test the theory. (p D5)

Lx iph’ Th order to test his theory ot why peoplecontorm, Solomon Asch formulated the testable

hypothesis that an mdii idnai would he morehkely to go along v ith the majority opinion of a

largc group than is ill that of a smaller group.

5. A operational definition is a precise statement

of the procedures (operations) nsed to define

research uriahlos (p 25)

6 Replication is the prc cess of repeating an experiunent, otten with ditterent participants and in dif—

terent eutuanons, to. seC whether the basic finding

generalizes to other people and circumstances. (p)

7. The case study is an ohserx atuon technique in

n hich one person is5tudied in great depth, often

with the inteuhou of revealing universal principles (p 26)

8. The surrey is a te’.huique tor ascertaining the

self-reported attitudes or behar iors of a represen

tab e. random sample of people ‘p. 2’

9, 1 false consensus effect is the tendency toor erestimate the cntcnt to n hich others share our

hA lets ,nd hehar ior’.. up. 251

10 ‘\ oopulatior ins sts c ( 11 the members )f a

npfc g ucd .28

II, A random sample “ ‘n.e that rs renre’.entatir e

tiecaasc ci err member of the populatuon ha’. an

eq at ‘.h i cc c being inch ded p 28)

12 \atrahst,c oo3ervatuon ‘c4ohe3ob3rrung andreLc’rding hehax ior in natnralh occurring situa

0’ n— v. ithout tm ung to manipulate and control

thc situ t in p 29

13 C dat on u in snrc th xt it to whic rtx’, o not, e — rr toeturer and Au’. ot hon wellither faLt”r predt R the other The rot ntiation

coetficient is a statistical measure ot the retahonship; it can be positive or negatir e. (p. 301

Ea,unuvle; if there i’. a positive correlation betweenair teunpcrature and ice cream sales, the is armer

(higher) it is, the more ice cream is sold lf there isa negative correlation hetri ceo air temperature

and sales of cocoa. the cooler (lower) it is, theunore cocoa is sold.

14. A scatterplot is a depiction of the relationshiphenr eeuu two aniahies hr uneons of a graphedcluster ot dots. (p. 311

15. Illusory correlation is the perception of a rela

tionship is here none exists. (p. 33)

16. .\n experiment A a research method in which aresearcher directlx manipulates one or nrore factors (independent raniables) in order to observe

their effect on some behar ion or mental process(the depend curt variable); experiments thereforemake it possible to establish cacuse-effect relation

ships. tp. 3o)

17. A double-blind procedure is an experimentalprocedure in is hich neither the experimenter northe research participants are aware of which con

dition is in eftect. It is used to prevent experi

menters’ and parhcipants’ expectations fromintluencmg tire results of an experiment. (p. 37)

18. I’he placebo effect occurs when the resu Its of anexperinrent are caused by a parhcipant’s expectations about what is really going on. (p. 37)

19. The experimental condition of an experiment isone in which participants are exposed to the independent variable being studied. cp. 37)

Example; In the study of the effects ot a new

drug on reaction time, participants in the experimental condition would actuaih receive thedrug being tested.

20. The control condition of an experiment is one inis huch the tre atment of interest, tin independent

variable, is xi ithheid so that comparison to the

experinrental condition can he made. p. 37u

f is ‘Ic 1 is control condition for r experiment

testing IF t efle ts ot a new drug on rc actuon time

xreuld he a group ot parhcipants giren a placebo

hnactir e drug or .-ugar piiiiinstead of the drug

being tested.

21. Random assignment is the procedure of assign

irrg participants to the experinrental and control

conditions hr chance in order to minimize preex

isting differences betrveen those assigned to the

different groups. (p. 371

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38 Chapter 1 Thinking Critically With Psychological Science

2 [hr independent variable of an experiment is theioctor being manipulated and tested h the in etigator. p. 381

Era a 31L In the studi of the etfects of a neis drugcu r action tunc the drug is the independentvariable.

23. i be dependent variable of an experiment is thefacrer being measured by the mx estigator. (p. 3S

I a ‘ ‘: In the study ot the effects of a nexx drugon rca non ume, the participants reacuon time isthe dependent variable.

24. 1 he mode is the most frequently occurring scorein a distribution; it is the simplest measure of central t ndency to determine, p 41)

25 1 hc mean is the arithmetic ax erage. the measureot central tendency computed by adding the.score in a distribution and dii iding by the number ot scores (p. 41)

26. The median another measure of central tendencx, is the score that falls at the 50th percentile,cutting a distribution in half, (p. 31)I vaniole’: When the mean of a distribution isaffected hr a tew extreme scores, the mediani’ the more appropriate measure of central tendency

27. The range is a measure of variation computed asthe difference between the highest and lowestscores m a distribution. fp. 42)

28 he standard deviation is a computed measure ofnx much scores in a distribution deviate around

I FOCUS ON FOC4BULARYAND LAVGUAGE

Pi I to n’iuc’du tlu’ir cccii a’ees, millions turn topsx chologv.’ In order to alleviate or fix (rcrncdic)

tr ir miseri, anxiety grief, pain, and sutferingpcoplc seek help from “psx.cholog .‘

i w h) gx is in quotes because Mx ers rs ants toon’ that not cx err thing you thrnk Ot as “p’.r -

chok ‘gu” is part ot cientiiic psvchoiogvo

d for Psychological Sciencc

I) helps Oiii?iOt sense from nonsense.means to separate out and was originallx

used to describe the separation of chaft (dust, etc.)r r i t grains of wheat. The scientific method

ort out or separate I ainnema), good ideas fromhoc) ene

ene people think psi chologv merck ,c7,ii

at pc c he alrcadx know and clrcs is it am ii)c c c criticize ps ci ologv, saving that itUrt ‘. a,, C) cC rmon wnsc or xvha’’,

the inca i. B misc L c ci c ccthe dkrrihutmen, it S ,, mccc ccc ‘in’ .saie ofx a notion than the cci ‘ccc. p 3.2

29. Statistical sigr ifica e i xrcsul s h s hc tages for hr c saml xc lscdifference rarhem P an wa;h io

chance fat tow, I cN ‘it sia’msil

help rcsearc[ e s d Ic ix ‘ mhgencr h c fri r

30. Culture i tIm’ c nc ‘,‘ haxtudes. and traditi,.n— sharoct hrpeople arid rranurcttcd n. “nthe ncxi (p. 1’

Cross-Check

ohm ious h cxc 3plainly, the critic suggc es’

information into the spw aha, ccuiarx of the dcmp1inc 1 fr’c -

makcs it xc tIc r xxitt ericthis rtci n is aintu t’ ins [out r ott ‘

(thex can icc .2 0:’

Rip ,h2Ih”a ear. itis’

arc icr t.x sk tldc in the cc an-c cf tIe i ccctirst —hoot an a’”a, thcn d’ ‘ci F ,r.

arrow C in the .n ‘itt r ‘cc’ i’w

appear to bc cccx cur \1 uto illustrat’ hc xx e uall i1i i p/a mo/c;’. 1 ,.ai ‘‘1 u tarc shrexxd Ic’!O( and ‘m, s,’ t

predict outc ‘mac ‘hat ‘r ;,z

Pa ‘ ‘ i a

Ii )tL I

eEc a i

c

ii tilo

C is ,‘ttIa’, “cIIe or

‘-cncat;m’rc’

ACROSS1. median7 theory9. mode

14. case stud’,15. range16. mean

19. mllusc20. sun cx

21. scatterptot22. random

DOW’st’t hut I

3m

4. na c 1isti, c’iOc’1’J,i’Yi.t

6. critical ttx,nccirmg8 hi ‘glm

10 t ad, Ic”h 3

12, IrT.ci’e-ms

13. cor’ ac

17 co

aai- s th

‘‘Psc’rin t,’c,1’-

1’, , “Exams

I.[ Em’

)

‘a x i ike.

1’Ii

ci -

ii

‘F‘

fi miii’

Ic,”

i ‘ 4, 4, 1’

I ai4t’

aakm 1/’ 1’’ I

Page 23: Psychological Science CHAPTER OVERViEW · PDF fileThinking Critically. . With Psychological Science CHAPTER OVERViEW Chapter 1 explains the limits of intuition and com fllOO sunse

Focus on X ocabuiars and Linguage 39

expressions adorn remount 105 e has e opposite

tn aniras. 1 be iirst one sucgosts that is hen couples

arc p P * t:f e e ess Pkir U think

atoitc hr ai of cc ,t a.x enther are

tegethen Flit second saving maxes the paint that

being eparaLd lactic, inrea—es the teehngs of

lovtth ci san i.t F ‘U fOt fAir).

P r pie ho e tr d tha the rest ts of a studi sup

port the tint txprt ssion (eat or 4t c’iit ci “n;idi see

Lii— as torn non sens Pt Opie tom that the

is s o t t s r d p ss on Es c ‘iakrs

tic itt. i. ncr -; 10 i also sa this is oft iouslv true.

there is cicarlr a problem here; reh ing on omrnon

sen e t i lea it npost condo ‘ons

hag. 21 or i tni P i in tel us that ft ni//a Ito

died- cic’,,it. . 2 hi— expression and others are

haed n. mont sual tnserx atlons hut are often

ixrcr e Icr nat e, s it rue ti at the better von

Lnr w so neo e 121 ct/ia ifwl, be n ore likeh it is thatvon xviii dislike th0 person Liar e n’ircaipti? in fact.

research sho r s t at the opposite is probably true.

(f 0 n xt ia h i d again viii c npnasize the fact

that our common ense anti intuition do not aixi anpros ide us with reliable ci idence.

P g dra cc inc I Us meins to stop

gr g t class irid to Ii xc v )ar r ne rc m red from

th class fist,

Pa ‘22 ‘add sPa ‘iOn am . . Lack/ask, origi

raly it n c do ic’mr i rightness or to bedud ,f,,’dn—fcr us 2/cHaos Ott forecasts that are usu—

ailv n rong. As \lr er— notes rho—c xi ho made them

ti ose v ho r red endcd tr be r x erconfident about

th i a i r fore dl a’ tuur . Along irith hind

siout bras, fun n’s erconfideice often leads us tooverestimate our intuit;ons.

1 2 idc ,‘ alsi cc s hrst a/aid /iczdcdit, j ‘1,, , Ice! ,ndt•. here me, ns to he practical,

unsonipruinIinc. 1’. ltd. or ur’sxvaved hr senti

m t A sr ‘itt n ‘I ho “s’ heir gy, is guided

h e tr sir It a , she aF ut

r’ata,c a 2 /1*.

• L!/ Tb “abeliefinsumcthingat rd p son ucs

o t (hId or lift after Li ath,an—n end hr science and

pio td it dispros ‘d; it atic ass U trust and

ca,f,Jo,’co alone •.

nbc “• 0,’ , j//’ This comes

2 ii’ U n’

1, a cc t55 I IV ra tst irif ihe dt sseni ir,,,!,it;:,g; f’s Irs tog

it (nltzng). I iken we, many que—tiens, or tat it nh.ex

appear to make little sense ‘Li -o:: t°;c’ a-. can

be tested usir g t it sd ntitic itt d

Pae 2.:... aunt ! ! . Tn itn a a bight alert sni

roto ding a tgurc or an eh1ect. Some he it’\ C tiiat

humans has e auras v ‘nth nI, t iost w itf ‘xt a sea

sory abihhcs sa set F c nn ia i it fa d

proposed a snnple test of this cloies. ho. rn2 ods

who w alleged to have this niagisai pen Ot i’,;,ei ‘

has taken [hr tes

I c 23’ More often, 0uen role gctes cc I ti4

idnts to the ‘nacuiai,i of fornotten clatms. , , , The useot scienttir inqtsits can get ti I ot n d spose tO

(ic/n fain) nr n sensi it conrrp s C u ni g /n

to the large stack oi pde ftncu in. u or r’dicu Otis Iclaims no longer remembered.

Page 23’ In the anemia of romp ‘tin id° s . . \n st’a

is an area where gar ies, sport at d ccl i etit’ ns

take piace. Msers is suggesthg tint in an area

(arena) where there is a contest bet xx ecu idoas katie

ptting ideis), ske pt’ca testrn, ca hci dis mc thc

truth.

Page 23; , , , thee so UOu/’i Ac ,i’ar-c r,p’ tdcac, This

means that we has e tt gis e up m x ‘ rid ot our

ideas if they are shcxsn to hr ‘a r fs aLl the

a’am’sc ret’ then a Tb e have to he liunnhle (s.c., has e

hurnilitvv

Page 23. ‘a nat is a/ POtts ght s ea 1x ‘a P

phrase used as a maxim or puidi ig princip em c ‘as

from the fact that for most of the tinst half mO thr’

tirentietli century psi chologi osed aniniai- in its

research (especialix ‘n thr s udi of I i u ‘H e i

became a sr mhol ot this research, and its hehar ion

or performance in cxpetiinents dem.onstnated th,o

truth. If thr truth as st oxen hr the no is c tnanx to

the predict o i or hyrotl ts’s, n ire i ) te

hi,unlale about it anti Irs another it as

Psçc 24’ Tb e all x ion ‘atnre tbo gb ‘‘o /on pn / l’i ih n is

al cads ho tie ‘ ‘ • ,e” enamid to sonic extent dereitnint’s, vhct n’and actoalls see n dis or nr Ie chute P s

tu rift r Ci 5 • t

n hat v e can see.

itise neactio s r spot ses (

tluiroc determd ii g r hether i

silnplv on a suhjoctir’ opinion’

dote (a sIt ‘IS 51 ‘i’et’”O toiL 01

s ide it

i cc; .,fljs ‘cc., to itt” itt

i e —

ho s r at he r herton exatneitu aaniI hotcs lot e s’ i’! ‘nh

prst I C, it

‘‘It

I t‘I

hlist 5

t ugi’t

•;sit ‘etaAt resE ed

on csPa’cst 4’ntd-i

h ‘Hontl smor

i’i nn’aii’’

r’os t’’ rime qn’aiits

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I r i ‘ç ‘a y Wilt I cchologicaI SCent’

Ia yi ii i aìtitr a ni est ihhshed dear perp’r ( ‘tba sLientifiL

ir a ‘d . a J nqi’tr have ir deed disc rediifd t. a ‘. ,a’ am anpu tar presumptions.

a r it r1 ‘ip and\ Mi L I nt nemo tes Ibis isc’ impa P a a’cc.Iitcd 1: Idea that hid

a n - : rcatae’ tan he arcurately and reLI I a F rt t and ompkte in

c a t t a! If Op onaCRalloi sost a a at - oh toe aCe shoir o er and c’ver again.

licscri;’tion

‘it ap oa r helps u -itt reahtvat i(a , r tin a) attitude can

Ian real ft1m rahat is not and takean, a Inn, limitst ot our helief,

t n id mi nor scnse.

i a, a ,iL’n , and tar toteI F arc aftc i or ear helmed

‘t’ed p,,nlasil hr the sometimesin-’ Pti -orrate u’--’ of —ta t/StlLS and numbers. X\ e arer o ‘a I ag encd (-P ‘at) by the strange

1 i at )

A- n-n hotogat Cordon Ailport ii934, p. 0)

Za,-3i bi ot [dramatic] tact, we rush1 a s a a ib’ it tliimblcis

i-ti 1 a tame wh ch nts our tIn top ot the01 r-nm and used while sen ing to pushdi ‘in no n tIc m iterial and a tub is a vera

r r ‘ I F poif is sating that\i rrforrnator, (a fI,iitjh,cfal)

\ cr1 as—oniptions Kc;ien/Ii:a‘a ta I)

a mm ran pled people, dran n‘a atm pror tde a remarkablu

rae r’prnions ot a nation. A ,,1r’r it a d te ptures

i’i. ma. it i al\c am mcnt in time. ita a’

- na ‘a Ar ;at ‘rr-’’—retiiaaan ‘to ai’r is z q -ii tl o the

I) t of t s tic

‘i1 i it I s s ii hat the tuft tS/r

-i—’--’- —, iF hen Inviting at an arrar of data-t- a at ama sort e h-’ height and

r s P c lit icult(‘I ill a 1 i IL, ips \Ist. Statistical‘-‘I ill tviCtlr 0 oetfir w,1t ann the stat

p -l at air nh th ont led

tnakc It ee might ii t see its Muer note n scm -

tines naed tattsti ‘da cFront ot us.

Page H: It —omeone fl’p -1 a a a m run n ‘ricO )t

the follon i H sequent t s c d t I m i

nould he most likels: 11111K II ‘r I I 111 II cmIll IHHI till Photo5-a aa’ mean— rhi on ing or to-—ing the conr into the air a id of rotA rg v hich sidfaangnp ibcnittr d a c tusnalh has tire nnprint u 1 th tae I -‘ a rn-aj0c goson on it---- eg.. the president or the qoeen—----is calledI aid (II) and tat ot er s Jo s dh Ito it. hr thewar. all of the aho e s e c - rr r I kIyhot orost people pick Ill lEt PH. 1 ,ken i—n ant ,eno-,of fire playing cards ie.g -- a hndge or poker Iiand na game of card ) is )nst a lrkeh s r c tf r I nd

I’age IF: - ait baints - - hut aa;dc - - In this cot1—text, ‘WoK and “cold’ do not reter to temperature.Here being Irot (or hau ing P ‘tar -- i can don pii eli arid domg n eli tOO N a tI F iii a 1streaK I tax ing a run ot poor 1u 5 n and —tteak-J he crucial point, htm ever. ‘— that orrr ntoition -

about sequences of ci er t (- eak r’ cal’ pa’terns) otten deceh s us ii c r1 r cot seq m ‘nec -

often are trot rairat n t’ thins rh-x shmrdd he, andthus, they don”t ap’car to be reaiiu rtnd”nu IF henwe think we’re doing mci ( o P e -eoften not, we are mereh roti or ret mterp cliicertanr sequences t,t’”aki found n anu random -

data.

Experinwnta P on

Papa 30: Let’s Rerun’. Recap is an ah-btex manna of in

pitulat’, ii hich means to r peat ir or m brie lsnmmmrize Myets ,umrm mm ft ps t rptaut point— u each seti’ln of ne hapter.

tatfstfca1 Reasoning

Pap at I Of thu - ‘i: ‘ I I / -

a alP u utl hr ii ‘ tnat Pa

a toa dat and no ihc -

guess I tIc Pg mc tr r -

nnf-I, and these grim—es d -iu it or, —eat tim P anature of things ithe’m’ttep ‘a —i’ -‘J - - if- i ,-Oid CLa -

seqoentit an dceei c ‘it - I r oh I h1urea gcneied tin mao r r ci tolate, such as lii patent or t pea cot if - -o0

:auiu!’ei t and. n hen ‘apeated -‘ I’ b- ther maci entnallt be b lie I ta bt a r t p

arc u i/ I ° Cu /“ -

31,p -ii tit eau - thu 0ota’m C-h ol rmpi. Ii ‘0 ‘

came re the Or a’ I’’ th trt a at

in S

‘u ‘c

C, - - -- -

sod, -

i

Iant’votnit’ u ire

p,-eo 10,

-te it’ P to o-A

I Ha - a- of

n-ui

-ri_ti I

I’ --

-- I

Corn Ito

a

“Li-i —

tI ds

-I • LI 0

01 - a

a- I a--,Xinuh

‘ tisti

i—n”nhrgr pt tn

Page 25: Psychological Science CHAPTER OVERViEW · PDF fileThinking Critically. . With Psychological Science CHAPTER OVERViEW Chapter 1 explains the limits of intuition and com fllOO sunse

Focus on Vocabulary and tanguage 41

c inc I bntish pu ‘Ic, I P most people er err’n n’ru i’ak less than the mean. Incomes are notnoin;ai;x d-tributed then do nor follow a hell

s t ‘ed rr e r hen j tted ; a frequency distribute t ncasr e c entral tcndenct tha r

ic me (nthr mdc a;eragc) is tither the medimuP’ scete in the middle) or the mode dde most treucentlv ocurnng scorer in \lvers’ example, haltft per a nut for P percent ot all the ntcnev

r c r tr ccu;tr (1IHI in m zkr)’inthis

r r c t en .ca’’ disttihutoi therefore, most pt opleearn heion -at erage xmges.

P i’ it ‘standard deviation] better çaiper i titer s on are packed together or dispersed,bcc us use nformation ron; caP score Dabte

I Al. I be iriost onituonlv used statistic tor measuring (pu4i’p I how much scores ditter trout oneanother itheir variation) is the standard deviation(5) n’ th’s formula, each store is compared torhc mca thc r ‘suIt is art index of hon spread out(d,ct’’ cJ) the scores are. A relativeh small SD indicates that niost of the scores are eloe to the a; erage;a relati; eh large SD indicates that they are muchtore’ a table

Pt c 4 Data are IIoIsi/. Dift rences betweengroups rc,y siritplv he due to random (:/Iancc; ;‘aria

tiens (Sit tnat:’it) in those particular samples. Whend ta hat c a great deal of variability, they are said tobc n n hrch may hunt our ability to generaliveno u I c n to the larger population. In order todetermine it difterenes are reliable, we should hesure that (a) samplcs arc ranciont and mepresentatn e,

(b coms in tfe sampie are similar to each other

Rn c Ion satiability), and (c) a large number ofh

jects or obser; ations are included, if these principlesare followed, we can confidently make inferences

about the differences between groups.

Irequentlzj Asked Questions Ibout Psychology

Pa’Ce 45: , . ‘t(ai$L’ 1:1. in this context, plitIiye in meansto mo; e ahead quiclcix with tire discussion. (Simi

lark, when yori dire into a 5w ‘mming pooi [plunge

in] you dc so quickly.) Before going on with the discussion of psr chotog; fp rIiIgiIlg it), Myers addresses some important issues and questions.

Page 4cr Jo understand how a combustion engine

works you w ould do better to study a lawn mower’s

engine than a Mw ccdes . A Mrredes is a very complexluxurs ear, and a lawn moa’er (a machine for cutting

grass in the gardeni has a vert simple engine. Tounder$and the principles underlying bothmachines it is easier to stud; the simpler one. Like

wise, when try ing to understand the nervous svstent. it is better to strtdt a simple one (e.g., a sea

slug) than a complex one Ia hunran).

Page 48: . . most universities today screen research

proposals throagh an etni a’nntif fee. . . . Lthies corn

tn/I fees (groups of people concerned with moralhehat ior and acceptable standards of conduct) subject research proposals to rigorous tests (screen thetn)

to ensure that they are fair and reasonable and that

they do not harm the particrpants’ welt-being.

Pap’ 48: Values can also € lot “the facts.” Our values

what we believe is right and true) can influence(eolei) our oPen atious, interpretations, and conclu

sions (‘the tacts”).

__-—-p

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