Using item scores and response times in person‐fit assessment

DOI10.1111/BMSP.12320OpenAlexW4386438896MaRDI QIDQ6127077

Xiang Liu, Unnamed Author, Sandip Sinharay

Publication date: 10 April 2024

Published in: British Journal of Mathematical and Statistical Psychology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/bmsp.12320

zbMATH Keywords

response timesperson fitaberrant behaviour

Mathematics Subject Classification ID

Applications of statistics to psychology (62P15)

Cites Work

• Bayesian procedures for identifying aberrant response-time patterns in adaptive testing
• Asymptotically corrected person fit statistics for multidimensional constructs with simple structure and mixed item types
• Sequential detection of compromised items using response times in computerized adaptive testing
• Using response times to model not-reached items due to time limits
• Asymptotically correct standardization of person-fit statistics beyond dichotomous items
• Asymptotic null distribution of person fit statistics with estimated person parameter
• A hierarchical framework for modeling speed and accuracy on test items
• A mixture hierarchical model for response times and response accuracy
• The choice of the ability estimate with asymptotically correct standardized person‐fit statistics
• The use of item scores and response times to detect examinees who may have benefited from item preknowledge

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