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An item analysis of the Conditional Reasoning Test of Aggression
Justin A DeSimone1, Lawrence R James2
1Department of Management.
The Journal of Applied Psychology
|May 27, 2015
Summary
This study validates the Conditional Reasoning Test of Aggression (CRT-A) using item response theory (IRT). Results confirm the two-parameter logistic (2PL) model is best for measuring aggression, especially in high-aggression individuals.
Area of Science:
- Psychological assessment
- Quantitative psychology
Background:
- The Conditional Reasoning Test of Aggression (CRT-A) is a tool for measuring aggression.
- Item response theory (IRT) provides a robust framework for evaluating psychometric properties of assessment instruments.
Purpose of the Study:
- To estimate item characteristics of the CRT-A using IRT.
- To determine the most appropriate IRT model for the CRT-A.
- To examine the dimensionality and suitability of the CRT-A for different populations.
Main Methods:
- Application of item response theory (IRT), including one-parameter (1PL), two-parameter (2PL), and three-parameter logistic (3PL) models.
- Analysis of a large sample (N=5,511) to assess latent aggression measurement.
- Exploratory analyses of polytomous IRT models and differential item functioning (DIF).
Main Results:
- The two-parameter logistic (2PL) model was identified as the most appropriate dichotomous IRT model for the CRT-A.
- CRT-A items function as intended, with aggressive response probability increasing with latent trait levels.
- The CRT-A is most effective for measuring individuals high in latent aggression.
Conclusions:
- The 2PL IRT model provides a strong psychometric foundation for the CRT-A.
- The CRT-A is a valid measure of latent aggression, particularly for high-aggression populations.
- Findings inform future research and appropriate application of the CRT-A.
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