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Convergent and Discriminant Validity
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The Convergent Principle Measures of constructs that are related to each other should be strongly correlated.
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How It Works Theory Self-esteemconstruct Item 1 Item 2 Item 3 Item 4
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How It Works Theory Self-esteemconstruct Item 1 Item 2 Item 3 Item 4 You theorize that the items all reflect self-esteem.
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How It Works Theory Observation Self-esteemconstruct Item 1 Item 2 Item 3 Item 4 1.00.83.89.91.831.00.85.90.89.851.00.86.91.90.861.00
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How It Works Theory Observation Self-esteemconstruct Item 1 Item 2 Item 3 Item 4 1.00.83.89.91.831.00.85.90.89.851.00.86.91.90.861.00 The correlations provide evidence that the items all converge on the same construct.
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The Discriminant Principle Measures of different constructs should not correlate highly with each other.
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How It Works Theory Self-esteemconstruct SE 1 SE 2 Locus-of-controlconstruct LOC 1 LOC 2
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How It Works Theory Self- esteem construct SE 1 SE 2 Locus-of-controlconstruct LOC 1 LOC 2 You theorize that you have two distinguishable constructs.
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How It Works Theory Self-esteemconstruct SE 1 SE 2 Locus-of-controlconstruct LOC 1 LOC 2 Observation r SE 1, LOC 1 =.12 r SE 1, LOC 1 =.09 r SE 1, LOC 1 =.04 r SE 1, LOC 1 =.11
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How It Works Theory Self-esteemconstruct SE 1 SE 2 Locus-of-controlconstruct LOC 1 LOC 2 Observation r SE 1, LOC 1 =.12 r SE 1, LOC 1 =.09 r SE 1, LOC 1 =.04 r SE 1, LOC 1 =.11 The correlations provide evidence that the items on the two tests discriminate.
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Putting It All Together Convergent and Discriminant Validity
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Theory Self-esteemconstruct Locus-of-controlconstruct We have two constructs. We want to measure self-esteem and locus of control.
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Theory Self-esteemconstruct SE 1 SE 2 SE 3 Locus-of-controlconstruct LOC 1 LOC 2 LOC 3 We have two constructs. We want to measure self-esteem and locus of control. For each construct, we develop three scale items; our theory is that items within the construct will converge and Items across constructs will discriminate.
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Theory Observation Self-esteemconstruct SE 1 SE 2 SE 3 Locus-of-controlconstruct LOC 1 LOC 2 LOC 3 1.00.83.89.02.12.09.831.00.85.05.11.03.89.851.00.04.00.06.02.05.041.00.84.93.12.11.00.841.00.91.09.03.06.93.911.00 SE 1 SE 2 SE 3 LOC 1 LOC 2 LOC 3 SE 1 SE 2 SE 3 LOC 1 LOC 2 LOC 3
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Theory Observation Self-esteemConstruct SE 1 SE 2 SE 3 Locus-of-controlconstruct LOC 1 LOC 2 LOC 3 1.00.83.89.02.12.09.831.00.85.05.11.03.89.851.00.04.00.06.02.05.041.00.84.93.12.11.00.841.00.91.09.03.06.93.911.00 SE 1 SE 2 SE 3 LOC 1 LOC 2 LOC 3 SE 1 SE 2 SE 3 LOC 1 LOC 2 LOC 3 Green and red correlations are Convergent; yellow are Discriminant.
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Theory Observation Self-esteemconstruct SE 1 SE 2 SE 3 Locus-of-controlconstruct LOC 1 LOC 2 LOC 3 1.00.83.89.02.12.09.831.00.85.05.11.03.89.851.00.04.00.06.02.05.041.00.84.93.12.11.00.841.00.91.09.03.06.93.911.00 SE 1 SE 2 SE 3 LOC 1 LOC 2 LOC 3 SE 1 SE 2 SE 3 LOC 1 LOC 2 LOC 3 The correlations support both convergence and discrimination, and therefore construct validity.
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