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Using Item Scores and Distractors to Detect Item Compromise and Preknowledge

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Any time examinees have had access to items and/or answers prior to taking a test, the fairness of the test and validity of test score interpretations are threatened. Therefore, there… Click to show full abstract

Any time examinees have had access to items and/or answers prior to taking a test, the fairness of the test and validity of test score interpretations are threatened. Therefore, there is a high demand for procedures to detect both compromised items (CI) and examinees with preknowledge (EWP). In this article, we develop a procedure that uses item scores and distractors to simultaneously detect CI and EWP. The false positive rate and true positive rate are evaluated for both items and examinees using detailed simulations. A real data example is also provided using data from an information technology certification exam.

Keywords: scores distractors; item scores; using item; item; distractors detect; detect item

Journal Title: Journal of Educational and Behavioral Statistics
Year Published: 2023

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