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Wang, Wenyi; Song, Lihong; Chen, Ping; Meng, Yaru; Ding, Shuliang – Journal of Educational Measurement, 2015
Classification consistency and accuracy are viewed as important indicators for evaluating the reliability and validity of classification results in cognitive diagnostic assessment (CDA). Pattern-level classification consistency and accuracy indices were introduced by Cui, Gierl, and Chang. However, the indices at the attribute level have not yet…
Descriptors: Classification, Reliability, Accuracy, Cognitive Tests
Falk, Carl F.; Cai, Li – Journal of Educational Measurement, 2016
We present a logistic function of a monotonic polynomial with a lower asymptote, allowing additional flexibility beyond the three-parameter logistic model. We develop a maximum marginal likelihood-based approach to estimate the item parameters. The new item response model is demonstrated on math assessment data from a state, and a computationally…
Descriptors: Item Response Theory, Guessing (Tests), Mathematics Tests, Simulation
Liu, Ou Lydia; Liu, Huili; Roohr, Katrina Crotts; McCaffrey, Daniel F. – Journal of Educational Measurement, 2016
Learning outcomes assessment has been widely used by higher education institutions both nationally and internationally. One of its popular uses is to document learning gains of students. Prior studies have recognized the potential imbalance between freshmen and seniors in terms of their background characteristics and their prior academic…
Descriptors: College Outcomes Assessment, Achievement Gains, College Freshmen, College Seniors
Sinharay, Sandip; Holland, Paul W. – Journal of Educational Measurement, 2010
The nonequivalent groups with anchor test (NEAT) design involves missing data that are missing by design. Three equating methods that can be used with a NEAT design are the frequency estimation equipercentile equating method, the chain equipercentile equating method, and the item-response-theory observed-score-equating method. We suggest an…
Descriptors: Equated Scores, Item Response Theory, Comparative Analysis, Evaluation
Beretvas, S. Natasha; Williams, Natasha J. – Journal of Educational Measurement, 2004
To assess item dimensionality, the following two approaches are described and compared: hierarchical generalized linear model (HGLM) and multidimensional item response theory (MIRT) model. Two generating models are used to simulate dichotomous responses to a 17-item test: the unidimensional and compensatory two-dimensional (C2D) models. For C2D…
Descriptors: Item Response Theory, Test Items, Mathematics Tests, Reading Ability