Validity Flashcards

1
Q

How would you define validity?

A
  • The appropriateness, meaningfulness, and usefulness of the specific inference made from test scores
  • i.e., the process of accumulating evidence to support such influences
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2
Q

What’s another definition for validation?

A
  • The scientific inquiry into test score meaning
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3
Q

What’s content validity?

A
  • Determine whether a test forms a representative sample of the defined content domain
  • A clear definition of the content domain is necessary
  • Ex. Midterm assessing students on every topic that was covered in lecture
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4
Q

How can you determine whether a test has a representative sample of the content domain?

A
  • Expert’s systematic judgement (i.e., inter-rater reliability)
  • No statistical measure of content validity
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5
Q

What’s face validity?

A
  • The extent to which a appears to be reasonable to those who take or use it.
  • Not a ‘real’ form of validity, but still important for the participant to perceive that there is high face validity
  • Possible to have low content validity but high face validity
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6
Q

What’s the Bandwidth-Fidelity dilemma?

A
  • Bandwidth - the amount of info that is contained in a message
  • Fidelity - the accuracy with which that info is conveyed
  • When creating test items, often have to have a trade-off between these two constructs
  • Higher fidelity = higher reliability at the cost of having a narrow range of assessments.
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7
Q

What’s criterion-related validity?

A
  • Involves the empirical relation between the measure and variables having a given level of relevance to the attribute
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8
Q

What type of validity are correlation coefficients?

A
  • They’re criterion-related validity
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9
Q

What’s convergent validity?

A
  • Indicates that a test should correlate strongly with theoretically relevant variables
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10
Q

What are the two types of convergent validity?

A
  • Predictive validity - data collected over two time periods
  • Concurrent validity - Already have predictive scores, now assessing the outcomes of the test used. Often used more than predictive validity as it is less expensive/less time-consuming
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11
Q

What are range-restrictions?

A
  • When only looking at a specific range of data can actually lower your correlation coefficient when not taking into account the whole range of values (i.e., not looking at the entire slope)
  • Seen in job application processes when only looking at the performance reviews of those hired.
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12
Q

How can we correct for the changes in reliability caused by range restrictions?

A
  • Use the correction for attenuation formula
  • Must use to recover the full correlation
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13
Q

What’s construct validity?

A
  • Refers to the overall evidence that the test measures the variable that it is intended to measure, rather than anything else
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14
Q

How can constructs be expressed/described?

A
  • Can use nomological networks to help describe what the constructs are
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15
Q

T/F: The construct validation process is a lifelong process, and perhaps one of the ultimate goals of psychological science

A
  • TRUE
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16
Q

What types of things can support construct validity?

A
  • Content validity
  • Criterion validity
  • Experimental manipulation
  • Contrasted groups
  • Factor analysis
  • Multi-trait and multi-method
17
Q

What do the underlined correlation values in a MTMM indicate?

A
  • They’re indicative of the convergent validity or monotrait heteromethod correlations
  • We would expect them to be highly correlated
18
Q

What do the dotted triangles in a MTMM indicate?

A
  • These are the heterotrait-heteromethod triangles
  • Demonstrate the correlations among measures of different traits using different methods
19
Q

What do the solid triangles in a MTMM indicate?

A
  • These are the heterotrait-monomethod triangles
  • Demonstrate the correlations among measures of different traits using the same method
20
Q

What are some principles of interpretation to keep in mind when looking at MTMMs?

A
  • Coefficients in the validity diagonals should be significantly different from zero and high enough to warrant further investigation (i.e., convergent validity)
  • A validity coefficient should be higher than all coefficients in the heterotrait-monomethod triangles
  • The same pattern of trait interrelationship should be seen in all triangles