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427-302 Methods of Social
Sciences Research
•
•                 CTT
•   Reliability
•   Validity
•
     SPSS
?
•

•
(Measure)   (Attribute)   (Object)   (Number)




                                        , . .
(Measure)             (Attribute)       (Object)         (Number)




             ,



(Test, Measure)   (Construct Variable)   (Subject)   (Variable Values)
TOEFLS




    JDI



(Job Description   (Job Satisfaction)
     Index)
•            (Items)
•
    (Measure or Test)
•
•
•         (Objectivity)
•   (Difficulty)
•        (Discrimination)
Objectivity

Subject   Reality
          Object

            Subjectivity
Reality
Subject


Reality
          Object
Subject
•   (Reliability)
•     (Validity)
Review of Classical Test Theory


• Variance
 o True Scores
 o Errors
Observed Scores


• 75 = 70 + 5
• 80 = 70 + 10
True Scores

• Reliability
  o   Var (T) / Var (X)
  o   Var (T) / Var (T) + Var (E)
• Reliabilty = Rx1x2
Errors


• Systematic Error
• Random Error
Random Error
Systematic Error
Reliability VS. Validity

• Reliabilty = True Score + Systematic Error
  = T + ES
• Validity = True Score
  =T
Reliability VS. Validity
Reliability VS. Validity
Reliability

• Stability (Times)
• Equivalence (Forms)
• Consistency (Items)
Test-Retest
Stability (Times)

• Test-Retest
Parallel Form
Inter-Rater
Equivalence (Forms)

• Parallel Form
                         2


• Inter-Rater

          2
Consistency (Items)

•   Average Inter-Item Correlation
•   Average Item-Total Correlation
•   Split-Half Correlation
•   Cronbach's Alpha
Average Inter-Item Correlation
Average Item-Total Correlation
Split-Half Correlation
Cronbach’ s Alpha
Cronbach’ s Alpha

• Cronbach's Alpha
(Validity)

•
    (Research Validity)
•                          (Measurement
    Validity)
Research Validity
Classicial Classification of
                Validity
• (Face Validity)
• Content Validity
• Criterion-Related Validity




• Construct Validity
(Face Validity)

•
Content Validity

•
Criterion-Related Validity
•



•               2         Concurrent Validity
    Predictive Validity
Concurrent Validity
•


•
Predictive Validity
•


•

                          3
Construct Validity
•


•
Construct Validity
Validity
•
    o   Face Validity
    o   Content Validity
•
    o   Concurrent Validity
    o   Predictive Validity
•
    o   Construct Validity
SPSS
•
•
•         (Objectivity)
•   (Difficulty)
•        (Discrimination)
•
•   Pretest
•   (Percent)
• Item-Total Correlation
• Corrected Item-Total Correlation
• t-test      -
• Reliability
• Validity
Reliability

•     Correlation
    o Test-Retest
    o Parallel Forms
    o Split Half
•     Cronbach's Alpha
Validity

•
• Known-Group Technique         t-test
•   Correlation
•   Factor Analysis (EFA vs CFA)
•   Multitrait-Multimethod Matrix (MTMM)
EFA
           X1   e1
F1         X2   e2
           X3   e3
           X4   e4
F2         X5   e5
           X6   e6
           X7   e7
F3         X8   e8
           X9   e9
CFA
           X1   e1
F1         X2   e2
           X3   e3
           X4   e4
F2         X5   e5
           X6   e6
           X7   e7
F3         X8   e8
           X9   e9
Multitrait-Multimethod Matrix

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Week 11 collecting_data