243
Views
3
CrossRef citations to date
0
Altmetric
Original Articles

Factors causing occurrence of artificial dif: A simulation study for dichotomous data

ORCID Icon, &
Pages 2004-2011 | Received 14 Nov 2017, Accepted 14 Jan 2018, Published online: 25 Feb 2018

References

  • Andrich, D. and Hagquist, C. 2012. Real and artificial Differential Item Functioning. Journal of Educational and Behavioral Statistics, 37 (3):387–416. doi: 10.3102/1076998611411913.
  • Andrich, D., and C., Hagquist. 2014. Real and artificial differential item functioning in polytomous items. Educational and Psychological Measurement 75 (2):185–207. doi:10.1177/0013164414534258.
  • Camilli, G., and L. A., Shepard. 1994. Methods for identifying biased test items (volume 4). California: SAGE Publications. Inc.
  • Clauser, B. E., and K. M., Mazor. 1998. Using statistical procedures to identify differential item functioning test items. Educational Measurement: Issues and Practice 17:31–44. doi:10.1111/j.1745-3992.1998.tb00619.x.
  • Fischer, G. H.. 1993. Notes on the Mantel-Haenszel procedure and another chi squared test for the assessment of DIF. Methodika 7, 88–100.
  • Hagquist, C., and D., Andrich. 2015. Determinants of artificial DIF–A study based on simulated polytomous data. Psychological Test and Assessment Modeling 57 (3):342–376.
  • Holland, P. W., and D. T., Thayer. 1988. Differential item performance and the Mantel Haenszel procedure. In H. Wainer and H. I. Braun (Eds.), Test validity (pp. 129–145). Hillsdale, NJ: Lawrence Erlbaum Associates, Inc.
  • Lewis, C.. 1993. A note on the value of including the studied item in the test score when analyzing test items for DIF. In P. W. Holland and H. Wainer (Eds.), Differential item functioning (pp. 317–319). Hillsdale, NJ: Lawrence Erlbaum Associates Inc.
  • Mantel, N., and W., Haenszel. 1959. Statistical aspects of the analysis of data from retrospective studies of disease. Journal of Nat. Cancer Inst. 22:719–748.
  • Meredith, W., and R. E., Millsap. 1992. On the misuse of manifest variables in the detection of measurement bias. Psychometrika 57:289–311. doi:10.1007/BF02294510.
  • Millsap, R. E., and W., Meredith. 1992. Inferential conditions in the statistical detection of measurement bias. Applied Psychological Measurement 16:389402. doi:10.1177/014662169201600411.
  • Parshall, C. G., and T. Miller. 1995. Exact Versus Asymptotic Mantel-Haenszel DIF Statistics: A Comparison of Performance under Small-Sample Conditions. Journal of Educational Measurement 32 (3):302–316. doi:10.1111/j.1745-3984.1995.tb00469.x.
  • Tennant, A. and J. F. Pallant. 2007. DIF matters: A practical approach to test if Differential Item Functioning makes a difference. Rasch Measurement Transactions 20 (4):1082–84.
  • Walker, C. M.. 2011. What's the DIF? why differential item functioning analyses are an important part of instrument development and validation. Journal of Psychoeducational Assessment 29:364 63. doi:10.1177/0734282911406666.
  • Wyse, A. E., and R., Mapuranga. 2009. Differential item functioning analysis using Rasch item information functions. International Journal of Testing 9 (4):333–357. doi:10.1080/15305050903352040.
  • Zumbo, B. D.. 1999. A handbook on the theory and methods of differential item functioning (dif): logistic regression modeling as a unitary framework for binary and likert-type (ordinal) item scores. Ottawa, ON: Directorate of Human Resources Research and Evaluation, Department of National Defense.
  • Zumbo, B. D., and M. N., Gelin. 2005. A matter of test bias in educational policy research: bringing the context into picture by investigating sociological community moderated (or mediated) test and item bias. Journal of Educational Research and Policy Studies 5:1–23.
  • Zwick, R.. 1990. When do item response function and Mantel-Haenszel definition of differential item functioning coincide? Journal of Educational Statistics 15 (3):185–197. doi:10.3102/10769986015003185.
  • R Core Team. 2008. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. Available at: http://www.R-project.org/.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.