A new approach for differential item functioning detection using Mantel-Haenszel methods. The GMHDIF program
-
1
Universidad de Oviedo
info
ISSN: 1138-7416
Année de publication: 2011
Volumen: 14
Número: 2
Pages: 1018-1022
Type: Article
D'autres publications dans: The Spanish Journal of Psychology
Résumé
To date, the statistical software designed for assessing differential item functioning (DIF) with Mantel-Haenszel procedures has employed the following statistics: the Mantel-Haenszel chi-square statistic, the generalized Mantel-Haenszel test and the Mantel test. These statistics permit detecting DIF in dichotomous and polytomous items, although they limit the analysis to two groups. On the contrary, this article describes a new approach (and the related software) that, using the generalized Mantel-Haenszel statistic proposed by Landis, Heyman, and Koch (1978), permits DIF assessment in multiple groups, both for dichotomous and polytomous items. The program is free of charge and is available in the following languages: Spanish, English and Portuguese.
Information sur le financement
This work was supported by the Ministerio Español de Educación y Ciencia (grant numbers PR2006-0424, SEJ2006-07491, PCI2006-A7-0553).Financeurs
-
Ministerio de Ciencia y Tecnología
Spain
- PR2006-0424
Références bibliographiques
- Fidalgo, A. M. (1994). MHDIF: A computer program for detecting uniform and nonuniform differential item functioning with the Mantel-Haenszel procedure. Applied Psychological Measurement, 18, 300. doi:10.1177/014662169401800313
- Fidalgo, A. M. (1996). Funcionamiento diferencial de los items [Differential item functioning]. In J. Muiiiz (Ed.), Psicometria (pp. 371-455). Madrid, Spain: Universitas.
- Fidalgo, A. M. (2005a). Mantel-Haenszel Methods. In B. S. Everitt & D. C. Howell (Eds.), Encyclopedia of Statistics in Behavioral Science (Vol.3, pp. 1120-1126). Chichester, UK: John Wiley & Sons, doi:10.1002/0470013192. bsa364
- Fidalgo, A. M. (2005b). Enfoque de la teoria de respuesta a los items [Item response theory framework]. In J. Mufiiz, A. M. Fidalgo, M. A., Garcia-Cueto, R. Martinez, & R. Moreno (Eds.), Analisis de los items (pp. 79-131). Madrid, Spain: La Muralla.
- Fidalgo, A. M. (2010). GMHDIF: User's Manual. Oviedo, Spain: Universidad de Oviedo.
- Fidalgo, A. M. (2011). GMHDIF: A computer program for detecting DIF in dichotomous and polytomous items using generalized Mantel-Haenszel Statistics. Applied Psychological Measurement, 35, 247-249. doi:10.1177/0I466216I0375691
- Fidalgo, A. M., & Bartram, D. (2010). A comparison between some generalized Mantel-Haenszel statistics for detecting DIF in data simulated under the graded response model. Applied Psychological Measurement, 34, 600-606. doi:10.1177/014662 1610378405
- Fidalgo, A. M., & Madeira, J. M. (2008). Generalized Mantel-Haenszel methods for DIF detection. Educational and Psychological Measurement, 68, 940-958. doi:10.1177/0013164 408315265
- Fidalgo, A. M., & Scalon, J. D. (2010). Using Generalized Mantel-Haenszel Statistics to Assess DIF among Multiple Groups. Journal of Psychoeducational Assessment, 28, 60-69. doi:10.1177/0734282909337302
- Fidalgo, A. M., Quintanilla, L., Fernández, R., Pons, F., & Aguerri, M. E. (2010). Detección del DIF en items politómicos mediante el uso de los métodos Mantel-Haenszel [Mantel-Haenszel methods for DIF detection in polytomous items]. Revista Española de Metodología Aplicada, 15, 12-18.
- Holland, W. P., & Thayer, D. T. (1988). Differential item performance and the Mantel-Haenszel procedure. In H. Wainer & H. I. Braun (Eds.), Test validity (pp. 129-145). Hillsdale, NJ: LEA.
- Kim, S. H, Cohen, A. H., & Park, T. -H. (1995). Detection of differential item functioning in multiple groups. Journal of Educational Measurement, 32, 261-276. doi:10.111 l/j.1745-3984.1995.tb00466.x
- Landis, J. R., Heyman, E. R., & Koch, G G (1978). Average partial association in three-way contingency tables: A review and discussion of alternative tests. International Statistical Review, 46, 237-254.
- Mantel, N. (1963). Chi-square tests with one degree of freedom; extension of the Mantel-Haenszel procedure. Journal of the American Statistical Association, 58, 690-700.
- Mantel, N., & Haenszel, W. (1959). Statistical aspects of the analysis of data from retrospective studies of disease. Journal of the National Cancer Institute, 22, 719-748.
- Penfield, R. D. (2005). DIFAS: Differential Item Functioning Analysis System. Computer Program Exchange. Applied Psychological Measurement, 29, 150-151. doi:10.1177/0146621603260686 (Pubitemid 40306565)
- SAS Institute (2002). SAS/STAT software: Version 9.0 (TS M0). Cary, NC: SAS Institute Inc.
- SPSS for Windows, Rel. 16.0.0 (2007). Chicago, IL: SPSS Inc.
- Stokes, M. E., Davis, C. S., & Koch, G G (2000). Categorical data analysis using the SAS system. (2nd ed.). Cary, NC: SAS Institute.
- Zwick, R., Donoghue, J. R., & Grima, A. (1993). Assessment of differential item functioning for performance tasks. Journal of Educational Measurement, 30, 233-251. doi:10.1111/j.1745-3984.1993.tb00425.x