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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2021.1
- 수록면
- 227 - 241 (15page)
- DOI
- 10.7465/jkdi.2021.32.1.227
이용수
초록· 키워드
오류제보하기
This article compares three approaches for testing measurement equivalence in terms of detecting differential item functioning. These approaches include mean and covariance structure (MACS), confirmatory factor analysis with ordered categorical variables (ordinal CFA), and item response theory (IRT) model. With the growing interest in measurement invariance in latent variable models, several studies have been mainly conducted to compare the factor analytic approach with the item response theory approach. However, these studies have practical limitations due to unrealistic assumptions about observed variables and parameter nonequivalence. For a meaningful comparison between the factor analytic and item response methods, ordinal CFA is considered another alternative approach to measurement invariance in the present study. The results of the simulation study validate that the ordinal CFA approach presented inflated Type I error rates compared with the MACS and IRT methods in overall conditions, while the statistical power of ordinal CFA were not higher than those of MACS but much higher than those of the IRT model throughout most conditions.
목차
Abstract
1. Introduction
2. Background
3. Simulation design
4. Simulation results
5. Summary and conclusion
References
참고문헌 (28)
참고문헌 신청
Bock, R. D. / 1981 / Marginal maximum likelihood estimation of item parameters : Application of an EM algorithm / Psychometrika 46:443~459
Brian, F. / 2008 / Multigroup confirmatory factor analysis : Locating the invariant referent sets / Structural Equation Modeling 15:96~113
Chan, D. / 2000 / Detection of eifferential item functioning on the kirton adaptation-innovation inventory using multiple-group mean and covariance structure analyses / Multivariate Behavioral Research 35:169~199
Ferrando, P. J. / 2002 / Theoretical and empirical comparisons between two models for continuous item responses / Multivariate Behavioral Research 34:521~542
Ferrando, P. J. / 2009 / Difficulty, discrimination, and information indices in the linear factor analysis model for continuous item responses / Applied Psychological Measurement 33:9~24
Brian, F. / 2008 / Multigroup confirmatory factor analysis : Locating the invariant referent sets / Structural Equation Modeling 15:96~113
Chan, D. / 2000 / Detection of eifferential item functioning on the kirton adaptation-innovation inventory using multiple-group mean and covariance structure analyses / Multivariate Behavioral Research 35:169~199
Ferrando, P. J. / 2002 / Theoretical and empirical comparisons between two models for continuous item responses / Multivariate Behavioral Research 34:521~542
Ferrando, P. J. / 2009 / Difficulty, discrimination, and information indices in the linear factor analysis model for continuous item responses / Applied Psychological Measurement 33:9~24
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