reliability and validity scale evaluation reliability validity test-retest internal consistency...
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Reliability and ValidityScale
Evaluation
Reliability Validity
Test-RetestInternal
ConsistencyAlternative Forms Construct
Criterion
Content
Convergent Validity
Discriminant Validity Nomological
Validity
Determination of Validity and Reliability
Constructs Tests Required
Reliability high
Convergent validity high
Discriminant validity low
nonsense low
Multitrait - Multimethod Matrix (Campbell & Fiske,
1959)
Method 1 Method 2 Trait a Trait b Trait a Trait b
Trait a b1 Method 1
Trait b m1 b1 Trait a va d b2
Method 2 Trait b d vb m2 b2
b1 = reliability for method 1va = convergent validity for both methods wrt trait am1 = discriminant validity for method 1d = “nonsense”-correlation
Requirements: • v > 0 and "high enough"• v > d• v > m• d low
Correlationcoefficients{
ExampleMosher Forced Choice Guilt Scale
3 traits Guilt feelings about sex Hostile guilt Guilt concerning morality
3 methods Incomplete sentences "When I dream about sex …" Forced choice
" When I dream about sex …"a) I don't remember a thing in the morningb) I feel happy when I get up
True/False "When I dream about sex I wake up feeling happy"
MTMM matrix for the Mosher Forced Choice Guilt Scale
TF(true/false)
FC(forced choice)
IS(incompl. sent.)
SG HG MC SG HG MC SG HG MCSG .91HG .52 .84TFMC .68 .50 .84SG .86 .56 .73 .97HG .53 .83 .53 .61 .96FCMC .63 .54 .83 .70 .58 .92SG .78 .51 .63 .79 .54 .57 .72HG .24 .67 .23 .33 .73 .37 .32 .65ISMC .47 .40 .66 .48 .49 .70 .49 .28 .55
Sexual
Hostile
Morality
FC very reliable, TF too, IS not
Good convergent
validity
Discriminant validity OK