Psychology
What Is Test Reliability/Precision?
Chapter 5
What Is Reliability/Precision?
Measurement error: variations in measurement using a reliable instrument.
Reliable test: is one we can trust to measure each person in approximately the same way every time it is used.
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Miller, Foundations of Psychological Testing, 6e. © SAGE Publications, 2020.
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Classical Test Theory
True score (T): is a measure of the amount of the attribute that the test is designed to measure.
Random error: The second part of an observed test score consists of random errors that occur anytime a person takes a test (E).
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Miller, Foundations of Psychological Testing, 6e. © SAGE Publications, 2020.
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Classical Test Theory
True Score
Random Error
Systematic Error
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Miller, Foundations of Psychological Testing, 6e. © SAGE Publications, 2020.
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Classical Test Theory
The Formal Relationship Between Reliability/Precision and Random Measurement Error
Parallel
Reliability coefficient: the correlation between the two sets of test scores
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Miller, Foundations of Psychological Testing, 6e. © SAGE Publications, 2020.
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Three Categories of Reliability Coefficients
Test–retest method: a test developer gives the same test to the same group of test takers on two different occasions.
Correlation: the scores from the first and second administrations are then compared.
Practice effects: occur when test takers benefit from taking the test the first time (practice), which enables them to solve problems more quickly and correctly the second time.
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Miller, Foundations of Psychological Testing, 6e. © SAGE Publications, 2020.
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Three Categories of Reliability Coefficients
Alternate-Forms Method
Alternate forms: the test developer creates two different forms of the test.
Order effects: changes in test scores resulting from the order in which the tests were taken.
Parallel forms: describes different forms of the same test.
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Miller, Foundations of Psychological Testing, 6e. © SAGE Publications, 2020.
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Three Categories of Reliability Coefficients
Internal consistency method: is a measure of how related the items (or groups of items) on the test are to one another.
Split-half method: is to divide the test into halves and then compare the set of individual test scores on the first half with the set of individual test scores on the second half.
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Miller, Foundations of Psychological Testing, 6e. © SAGE Publications, 2020.
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Three Categories of Reliability Coefficients
Homogeneous tests: measuring only one trait or characteristic.
Heterogeneous tests: measuring more than one trait or characteristic.
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Miller, Foundations of Psychological Testing, 6e. © SAGE Publications, 2020.
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Three Categories of Reliability Coefficients
Scorer Reliability
Scorer reliability or interscorer agreement: the amount of consistency among scorers’ judgments
Intrascorer reliability: whether each clinician was consistent in the way he or she assigned scores from test to test.
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Miller, Foundations of Psychological Testing, 6e. © SAGE Publications, 2020.
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The Reliability Coefficient
Adjusting Split-Half Reliability Estimates
Other Methods of Calculating Internal Consistency
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Miller, Foundations of Psychological Testing, 6e. © SAGE Publications, 2020.
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The Reliability Coefficient
Calculating Scorer Reliability/Precision and Agreement
Interrater agreement: an index of how consistently the scorers rate or make decisions.
Intrarater agreement: when one scorer makes judgments, the researcher also wants assurance that the scorer makes consistent judgments across all tests.
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Miller, Foundations of Psychological Testing, 6e. © SAGE Publications, 2020.
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Interpreting Reliability Coefficients
Calculating the Standard Error of Measurement
Standard error of measurement (SEM): is an estimate of how much the individual’s observed test score (X) might differ from the individual’s true test score (T).
Interpreting the Standard Error of Measurement
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Miller, Foundations of Psychological Testing, 6e. © SAGE Publications, 2020.
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Interpreting Reliability Coefficients
Confidence Intervals
Confidence interval--a range of scores that we feel confident will include the test taker’s true score.
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Miller, Foundations of Psychological Testing, 6e. © SAGE Publications, 2020.
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Factors That Influence Reliability
Test Length
Homogeneity
Test–Retest Interval
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Miller, Foundations of Psychological Testing, 6e. © SAGE Publications, 2020.
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Factors That Influence Reliability
Test Administration
Scoring
Cooperation of Test Takers
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Miller, Foundations of Psychological Testing, 6e. © SAGE Publications, 2020.
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Generalizability Theory
Generalizability theory: an approach to estimating reliability/precision.
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Miller, Foundations of Psychological Testing, 6e. © SAGE Publications, 2020.
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