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Reliability & Validity
Measurement Quality Reliability & Validity
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Questionnaires Descriptive Questionnaires Analytical Questionnaires
Typically asks about factual information that describes a person (e.g., census) Analytical Questionnaires Asks about information related to attitudes or opinions (e.g., political polls) Instruments (a.k.a., Inventories) Standardized measures of constructs (e.g., personality traits)
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Constructs Construct A hypothetical attributes or mechanisms that help explain/predict in a theory Latent Construct A construct defined by other constructs
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Latent Construct A construct defined by other constructs Organized
Conscientious Responsible Practical Self-Control
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Reliability The stability or consistency of a measurement
Test-Retest Procedures Involves administering the same measure to the same people twice
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Reliability Internal Reliability (Split-half Reliability)
The stability or consistency of a measurement Test-Retest Procedures Involves administering the same measure to the same people twice Internal Reliability (Split-half Reliability) Involves assessing the consistency of multiple items measuring the same construct within a particular measure
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Reliability What improves reliability? More Items/Measures
Consistent Conditions
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Validity Degree to which the measurement measures a theoretical construct
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Face Validity The degree to which it looks valid
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Concurrent Validity Established when scores from a new measure are directly related to scores obtained on an established measure
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Validity Face Validity Concurrent Validity Convergent Validity
When two instruments measuring the same thing are correlated Divergent Validity When two measures of similar constructs are less related than measures of the same construct
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Establishing validity of measure of Self-Control (SCS)
Convergent Validity (r = .65) DIvergent Validity (r = .48) Establishing validity of measure of Self-Control (SCS)
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Validity Face Validity Concurrent Validity Convergent Validity
Discriminant Validity Predictive Validity When a test is shown to be effective at estimating a performance on some established criteria (outcome)
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Predictive Validity Eating Disorder Alcoholism GPA Self-Control Scale
-.36 -.31 .19
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Reliability - Validity
Reliable, but not valid Valid… it must be reliable
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