The DOI matches its Crossref record; 1 of the 1 references it cites were found in a registry or an index.
Likelihood-Based Item-Fit Indices for Dichotomous Item Response Theory Models
Abstract
New goodness-of-fit indices are introduced for dichotomous item response theory (IRT) models. These indices are based on the likelihoods of number-correct scores derived from the IRT model, and they provide a direct comparison of the modeled and observed frequencies for correct and incorrect responses for each number-correct score. The behavior of Pearson’s X 2 ( S- X 2) and the likelihood ratio G 2 ( S- G 2) was assessed in a simulation study and compared with two fit indices similar to those currently in use ( Q1- X 2 and Q 1- G 2). The simulations included three conditions in which the simulating and fitting models were identical and three conditions involving model misspecification. S- X 2 performed well, with Type I error rates close to the expected .05 and .01 levels. Performance of this index improved with increased test length. S- G 2 tended to reject the null hypothesis too often, as did Q 1- X 2 and Q 1- G 2. The power of S- X 2 appeared to be similar for all test lengths, but varied depending on the type of model misspecification.
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Cites
Hambleton, R. K., & Swaminathan, H. (1985) · doi:10.1007/978-94-017-1988-9 · Cited by 1,777
Cited by
The Rediscovery of Bifactor Measurement Models
Reise, S. P. (2012) · Multivariate Behavioral Research · doi:10.1080/00273171.2012.715555 · Cited by 2,112
“In IRTPRO the fit of each item is judged using adjusted chi-square statistics developed by Orlando and Thissen (2000, 2003).”
MethodDevelopment of a PROMIS item bank to measure pain interference
Amtmann, D., Cook, K. F., Jensen, M. P., Chen, W.-H., Choi, S., Revicki, D., Cella, D., Rothrock, N., Keefe, F., Callahan, L., et al. (2010) · Pain · doi:10.1016/j.pain.2010.04.025 · Cited by 1,199
An item response analysis of the pediatric PROMIS anxiety and depressive symptoms scales
Irwin, D. E., Stucky, B., Langer, M. M., Thissen, D., DeWitt, E. M., Lai, J.-S., Varni, J. W., Yeatts, K., & DeWalt, D. A. (2010) · Quality of Life Research · doi:10.1007/s11136-010-9619-3 · Cited by 537
Self-citationNew English and Spanish social health measures will facilitate evaluating health determinants
Hahn, E. A., PROMIS Cooperative Group, DeWalt, D. A., Bode, R. K., Garcia, S. F., DeVellis, R. F., Correia, H., & Cella, D. (2014) · Health Psychology · doi:10.1037/hea0000055 · Cited by 368
“Model fit was assessed with likelihoodbased chi-square statistics (S-Χ2, p>0.01) (Orlando & Thissen, 2000).”
MethodInfluentialBaylor, C., Yorkston, K., Eadie, T., Kim, J., Chung, H., & Amtmann, D. (2013) · Journal of Speech, Language, and Hearing Research · doi:10.1044/1092-4388(2012/12-0140 · Cited by 286
Metadata
- Authors
- Orlando, M., & Thissen, D.
- Venue
- Applied Psychological Measurement
- Publisher
- SAGE Publications
- Published
- 2000-03
- Volume
- 24
- Issue
- 1
- Pages
- 50-64
- ISSN
- 0146-6216 (ISSN-L)
- 1552-3497
- OpenAlex
- W2139338900
- Cited by
- 680
- References
- 1
- FWCI
- 11.12
- Type
- journal article
- Language
- en
- Open access
- closed
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- Orlando, M., & Thissen, D. (2000). Likelihood-Based Item-Fit Indices for Dichotomous Item Response Theory Models. Applied Psychological Measurement. https://doi.org/10.1177/01466216000241003
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