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Volumn 5, Issue 1, 2009, Pages 18-25

Efficacy of effect size measures in logistic regression: An application for detecting DIF

Author keywords

Differential item functioning; Effect size measure; Logistic regression analysis; R2 of Nagelkerke

Indexed keywords


EID: 69949105386     PISSN: 16141881     EISSN: 16142241     Source Type: Journal    
DOI: 10.1027/1614-2241.5.1.18     Document Type: Article
Times cited : (27)

References (23)
  • 1
    • 34748846190 scopus 로고    scopus 로고
    • American Psychological Association, Psychological Association, 5th ed. Washington, DC: Author
    • American Psychological Association. (2001). Publication manual of the American Psychological Association, 5th ed. Washington, DC: Author.
    • (2001) Publication manual of the American
  • 3
    • 69949096652 scopus 로고    scopus 로고
    • Desarrollo informático para la utilización de la regresión logística como técnica de detección del DIF [Software for the use of logistic regression as DIF detection procedure]
    • Paper presented at the, September. Granada, Spain
    • Gómez-Benito, J., Hidalgo, M. D., Padilla, J. L., & González, A. (2005). Desarrollo informático para la utilización de la regresión logística como técnica de detección del DIF [Software for the use of logistic regression as DIF detection procedure]. Paper presented at the IX Congreso de Metodología de las Ciencias Sociales y de la Salud, September. Granada, Spain.
    • (2005) IX Congreso de Metodología de las Ciencias Sociales y de la Salud
    • Gómez-Benito, J.1    Hidalgo, M.D.2    Padilla, J.L.3    González, A.4
  • 4
    • 0001814891 scopus 로고
    • Robustness of item response models and effects of test length and sample size on the precision of ability estimates
    • D. J. Weiss Ed, New York: Academic Press
    • Hambleton, R. K., & Cook, L. (1983). Robustness of item response models and effects of test length and sample size on the precision of ability estimates. In D. J. Weiss (Ed.), New horizons in testing: Latent trait test theory and computerized adaptative testing (pp. 31-49). New York: Academic Press.
    • (1983) New horizons in testing: Latent trait test theory and computerized adaptative testing , pp. 31-49
    • Hambleton, R.K.1    Cook, L.2
  • 5
    • 0037233183 scopus 로고    scopus 로고
    • Test purification and the evaluation of differential item functioning with multinomial logistic regression
    • Hidalgo, M. D., & Gómez-Benito, J. (2003). Test purification and the evaluation of differential item functioning with multinomial logistic regression. European Journal of Psychological Assessment, 19, 1-11.
    • (2003) European Journal of Psychological Assessment , vol.19 , pp. 1-11
    • Hidalgo, M.D.1    Gómez-Benito, J.2
  • 6
    • 33749873649 scopus 로고    scopus 로고
    • Nonuniform DIF detection using discriminant logistic analysis and multinomial logistic regression: A comparison for polytomous items
    • Hidalgo, M. D., & Go'mez-Benito, J. (2006). Nonuniform DIF detection using discriminant logistic analysis and multinomial logistic regression: A comparison for polytomous items. Quality & Quantity, 40, 805-823.
    • (2006) Quality & Quantity , vol.40 , pp. 805-823
    • Hidalgo, M.D.1    Go'mez-Benito, J.2
  • 7
    • 10044266665 scopus 로고    scopus 로고
    • DIF detection and effect size: A comparison between logistic regression and Mantel-Haenszel variation
    • Hidalgo, M. D., & López-Pina, J. A. (2004). DIF detection and effect size: A comparison between logistic regression and Mantel-Haenszel variation. Educational and Psychological Measurement, 64, 903-915.
    • (2004) Educational and Psychological Measurement , vol.64 , pp. 903-915
    • Hidalgo, M.D.1    López-Pina, J.A.2
  • 8
    • 84858901097 scopus 로고    scopus 로고
    • Regresión logística: Alternativas de análisis en la detección del funcionamiento diferencial del ítem [Logistic regression: Analysis alternatives in the detection of differential item functioning].
    • Hidalgo, M. D., Gómez-Benito, J., & Padilla, J. L. (2005). Regresión logística: alternativas de análisis en la detección del funcionamiento diferencial del ítem [Logistic regression: Analysis alternatives in the detection of differential item functioning]. Psicothema, 17, 509-515.
    • (2005) Psicothema , vol.17 , pp. 509-515
    • Hidalgo, M.D.1    Gómez-Benito, J.2    Padilla, J.L.3
  • 9
    • 0040620288 scopus 로고    scopus 로고
    • Evaluating Type I error and power rates using an effect size measure with logistic regression procedure for DIF detection
    • Jodoin, M. G., & Gierl, M. J. (2001). Evaluating Type I error and power rates using an effect size measure with logistic regression procedure for DIF detection. Applied Measurement in Education, 14, 329-349.
    • (2001) Applied Measurement in Education , vol.14 , pp. 329-349
    • Jodoin, M.G.1    Gierl, M.J.2
  • 10
    • 84976969380 scopus 로고
    • Methodology review: Statistical approaches for assessing measurement bias
    • Millsap, R. E., & Everson, H. T. (1993). Methodology review: Statistical approaches for assessing measurement bias. Applied Psychological Measurement, 17(4), 297-334.
    • (1993) Applied Psychological Measurement , vol.17 , Issue.4 , pp. 297-334
    • Millsap, R.E.1    Everson, H.T.2
  • 11
    • 77956887506 scopus 로고
    • A note on a general definition of the coefficient of determination
    • Nagelkerke, N. J. D. (1991). A note on a general definition of the coefficient of determination. Biometrika, 78(3), 691-692.
    • (1991) Biometrika , vol.78 , Issue.3 , pp. 691-692
    • Nagelkerke, N.J.D.1
  • 14
    • 33645118836 scopus 로고    scopus 로고
    • A new method for assessing the statistical significance in the differential functioning of item and tests (DFIT) framework
    • Oshima, T. C., Raju, N. S., & Nanda, A. O. (2006). A new method for assessing the statistical significance in the differential functioning of item and tests (DFIT) framework. Journal of Educational Measurement, 43(1), 1-17.
    • (2006) Journal of Educational Measurement , vol.43 , Issue.1 , pp. 1-17
    • Oshima, T.C.1    Raju, N.S.2    Nanda, A.O.3
  • 15
    • 0010040755 scopus 로고    scopus 로고
    • Assessing differential item functioning in performance assessment: Review and recommendations
    • Penfield, R. D., & Lam, T. C. M. (2000). Assessing differential item functioning in performance assessment: Review and recommendations. Educational Measurement: Issues and Practice, 19, 5-15.
    • (2000) Educational Measurement: Issues and Practice , vol.19 , pp. 5-15
    • Penfield, R.D.1    Lam, T.C.M.2
  • 16
    • 21844523386 scopus 로고
    • DIF assessment for polytomously scored items: A framework for classification and evaluation
    • Potenza, M. T., & Dorans, N. J. (1995). DIF assessment for polytomously scored items: A framework for classification and evaluation. Applied Psychological Measurement, 19, 23-37.
    • (1995) Applied Psychological Measurement , vol.19 , pp. 23-37
    • Potenza, M.T.1    Dorans, N.J.2
  • 17
    • 0000003370 scopus 로고
    • The area between two item characteristic curves
    • Raju, N. S. (1988). The area between two item characteristic curves. Psychometrika, 53, 492-502.
    • (1988) Psychometrika , vol.53 , pp. 492-502
    • Raju, N.S.1
  • 18
    • 84976934177 scopus 로고
    • A comparison of logistic regression and Mantel-Haenszel procedures for detecting differential item functioning
    • Rogers, H. J., & Swaminathan, H. (1993). A comparison of logistic regression and Mantel-Haenszel procedures for detecting differential item functioning. Applied Psychological Measurement, 17, 105-116.
    • (1993) Applied Psychological Measurement , vol.17 , pp. 105-116
    • Rogers, H.J.1    Swaminathan, H.2
  • 19
    • 84988120749 scopus 로고
    • Detecting differential item functioning using logistic regression procedures
    • Swaminathan, H., & Rogers, H. J. (1990). Detecting differential item functioning using logistic regression procedures. Journal of Educational Measurement, 27, 361-370.
    • (1990) Journal of Educational Measurement , vol.27 , pp. 361-370
    • Swaminathan, H.1    Rogers, H.J.2
  • 20
    • 0001653457 scopus 로고    scopus 로고
    • Statistical methods in psychology journals: Guidelines and explanations
    • & The Task Force on Statistical Inference
    • Wilkinson, L., & The Task Force on Statistical Inference. (1999). Statistical methods in psychology journals: Guidelines and explanations. American Psychologist, 54, 594-604.
    • (1999) American Psychologist , vol.54 , pp. 594-604
    • Wilkinson, L.1
  • 21
    • 0002994297 scopus 로고
    • Practical questions in the use of DIF statistics in test development
    • P. W. Holland, & H. Wainer Eds, Hillsdale, NJ: Lawrence Erlbaum Associates, Publishers
    • Zieky, M. (1993). Practical questions in the use of DIF statistics in test development. In P. W. Holland, & H. Wainer (Eds.), Differential item functioning (pp. 337-347). Hillsdale, NJ: Lawrence Erlbaum Associates, Publishers.
    • (1993) Differential item functioning , pp. 337-347
    • Zieky, M.1
  • 23
    • 0042254589 scopus 로고    scopus 로고
    • Prince George, Canada: University of Northern British Columbia, Edgeworht Laboratory for Quantitative Behavioral Science
    • Zumbo, B. D., & Thomas, D. R. (1997). A measure of effect size for a model-based approach for studying DIF. Prince George, Canada: University of Northern British Columbia, Edgeworht Laboratory for Quantitative Behavioral Science.
    • (1997) A measure of effect size for a model-based approach for studying DIF
    • Zumbo, B.D.1    Thomas, D.R.2


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