ERIC Number: ED395036
Record Type: RIE
Publication Date: 1995-Jul
Reference Count: N/A
Modeling the Mixture of IRT and Pattern Responses by a Modified HYBRID Model.
Yamamoto, Kentaro; Everson, Howard T.
This study demonstrates the utility of a HYBRID psychometric model, which incorporates both item response theoretic and latent class models, for detecting test speededness. The model isolates where in a sequence of test items examinee response patterns shift from one providing reasonable estimates of ability to those best characterized by a random response pattern. The study applied the HYBRID model to three distinct data sets: (1) simulated data representing the performance of 3,000 examinees on a 70-item test; (2) data from a statewide field test (n=5,997) of a 40-item reading comprehension test with a fixed time limit; and (3) data from a study of urban university students (n=752) who took a similar 40-item reading comprehension test under varying time limits. The HYBRID model successfully identified "switch points" in examinees' item response patterns in all three data sets. This paper discusses applications of the model used to detect speededness and to provide adjusted estimates of item parameters and examinee abilities. (Contains 4 tables, 4 figures, and 38 references.) (Author)
Publication Type: Reports - Evaluative; Speeches/Meeting Papers
Education Level: N/A
Authoring Institution: Educational Testing Service, Princeton, NJ.
Identifiers: HYBRID Model; Item Parameters; Latent Class Models; Response Patterns; Speededness (Tests)
Note: Paper presented at a symposium titled "Applications of Latent Trait and Latent Class Models in the Social Sciences" (Hamburg, Germany, May 1994).