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Volumn 13, Issue 3, 2013, Pages 201-222

Assessing the Item Response Theory With Covariate (IRT-C) Procedure for Ascertaining Differential Item Functioning

Author keywords

differential item functioning; item response theory; multiple covariates; simulation

Indexed keywords


EID: 84879049479     PISSN: 15305058     EISSN: 15327574     Source Type: Journal    
DOI: 10.1080/15305058.2012.692415     Document Type: Article
Times cited : (15)

References (45)
  • 1
    • 0033245674 scopus 로고    scopus 로고
    • The goodness-of-fit of latent trait models in attitude measurement
    • Bartholomew, D. J. and Tzamourani, P. 1999. The goodness-of-fit of latent trait models in attitude measurement. Sociological Methods & Research, 27: 525 - 546.
    • (1999) Sociological Methods & Research , vol.27 , pp. 525-546
    • Bartholomew, D.J.1    Tzamourani, P.2
  • 2
    • 70249147278 scopus 로고    scopus 로고
    • Limited- and full-information estimation of item response theory models
    • In: Bolt D. M., McArdle J. J., editors NJ, Mahwah,: Lawrence Erlbaum
    • Bolt, D. M. 2005. " Limited- and full-information estimation of item response theory models ". In Contemporary psychometrics: A festschrift for Roderick P. McDonald, Edited by: Bolt, D. M. and McArdle, J. J. Mahwah, NJ: Lawrence Erlbaum.
    • (2005) Contemporary psychometrics: A festschrift for Roderick P. McDonald
    • Bolt, D.M.1
  • 6
    • 22144493848 scopus 로고    scopus 로고
    • The MIMIC model as a method for detecting DIF: Comparison with Mantel-Haenszel, SIBTEST, and the IRT likelihood ratio
    • Finch, H. 2005. The MIMIC model as a method for detecting DIF: Comparison with Mantel-Haenszel, SIBTEST, and the IRT likelihood ratio. Applied Psychological Measurement, 29: 278 - 295.
    • (2005) Applied Psychological Measurement , vol.29 , pp. 278-295
    • Finch, H.1
  • 7
    • 51049114713 scopus 로고    scopus 로고
    • Anomalous Type I error rates for identifying one type of differential item functioning in the presence of the other
    • Finch, H. and French, B. F. 2008. Anomalous Type I error rates for identifying one type of differential item functioning in the presence of the other. Educational and Psychological Measurement, 68: 742 - 759.
    • (2008) Educational and Psychological Measurement , vol.68 , pp. 742-759
    • Finch, H.1    French, B.F.2
  • 8
    • 70249116454 scopus 로고    scopus 로고
    • Estimation of IRT graded response models: Limited versus full information methods
    • Forero, C. G. and Maydeu-Olivares, A. 2009. Estimation of IRT graded response models: Limited versus full information methods. Psychological Methods, 14: 275 - 299.
    • (2009) Psychological Methods , vol.14 , pp. 275-299
    • Forero, C.G.1    Maydeu-Olivares, A.2
  • 9
    • 0032360963 scopus 로고    scopus 로고
    • Detection of differential item functioning using Lagrange Multiplier tests
    • Glas, C. A. W. 1998. Detection of differential item functioning using Lagrange Multiplier tests. Statistica Sinica, 8: 647 - 667.
    • (1998) Statistica Sinica , vol.8 , pp. 647-667
    • Glas, C.A.W.1
  • 10
    • 0033246017 scopus 로고    scopus 로고
    • Modification indices for the 2-PL and the nominal response model
    • Glas, C. A. W. 1999. Modification indices for the 2-PL and the nominal response model. Psychometrika, 64: 273 - 294.
    • (1999) Psychometrika , vol.64 , pp. 273-294
    • Glas, C.A.W.1
  • 11
    • 84976959244 scopus 로고
    • Differential item performance and the Mantel-Haenszel procedure
    • In: Wainer H., Braun H. I., editors Hillsdale, NJ,: Lawrence Erlbaum
    • Holland, W. P. and Thayer, D. T. 1988. " Differential item performance and the Mantel-Haenszel procedure ". In Test validity, Edited by: Wainer, H. and Braun, H. I. 129 - 145. Hillsdale, NJ: Lawrence Erlbaum.
    • (1988) Test validity , pp. 129-145
    • Holland, W.P.1    Thayer, D.T.2
  • 13
  • 15
    • 84993728951 scopus 로고    scopus 로고
    • Toward a new generation of cross-cultural research
    • doi: 10.1111/j.1745-6916.2006.00014.x
    • Matsumoto, D. and Yoo, S. H. 2006. Toward a new generation of cross-cultural research. Perspectives on Psychological Science, 1 (3): 234 - 250. doi: 10.1111/j.1745-6916.2006.00014.x
    • (2006) Perspectives on Psychological Science , vol.1 , Issue.3 , pp. 234-250
    • Matsumoto, D.1    Yoo, S.H.2
  • 16
    • 34548087353 scopus 로고    scopus 로고
    • A Monte Carlo examination of the sensitivity of the differential functioning of items and tests framework for tests of measurement invariance with Likert data
    • Meade, A. W., Lautenschlager, G. J. and Johnson, E. C. 2007. A Monte Carlo examination of the sensitivity of the differential functioning of items and tests framework for tests of measurement invariance with Likert data. Applied Psychological Measurement, 31: 430 - 455.
    • (2007) Applied Psychological Measurement , vol.31 , pp. 430-455
    • Meade, A.W.1    Lautenschlager, G.J.2    Johnson, E.C.3
  • 17
    • 84976969380 scopus 로고
    • Methodology review: Statistical approaches for assessing measurement bias
    • Millsap, R. E. and Everson, H. T. 1993. Methodology review: Statistical approaches for assessing measurement bias. Applied Psychological Measurement, 17: 297 - 334.
    • (1993) Applied Psychological Measurement , vol.17 , pp. 297-334
    • Millsap, R.E.1    Everson, H.T.2
  • 18
    • 0041612830 scopus 로고
    • A method for studying the homogeneity of test items with respect to other relevant variables
    • Muthén, B. O. 1985. A method for studying the homogeneity of test items with respect to other relevant variables. Journal of Educational Statistics, 10: 121 - 132.
    • (1985) Journal of Educational Statistics , vol.10 , pp. 121-132
    • Muthén, B.O.1
  • 19
    • 85079770128 scopus 로고
    • Some uses of structural equation modeling in validity studies: Extending IRT to external variables
    • In: Wainer H., Braun H. I., editors Hillsdale, NJ,: Lawrence Erlbaum
    • Muthén, B. O. 1988. " Some uses of structural equation modeling in validity studies: Extending IRT to external variables ". In Test validity, Edited by: Wainer, H. and Braun, H. I. 213 - 238. Hillsdale, NJ: Lawrence Erlbaum.
    • (1988) Test validity , pp. 213-238
    • Muthén, B.O.1
  • 20
    • 84976919712 scopus 로고
    • Performance of the Mantel-Haenszel and simultaneous item bias procedures for detecting differential item functioning
    • Narayanan, P. and Swaminathan, H. 1994. Performance of the Mantel-Haenszel and simultaneous item bias procedures for detecting differential item functioning. Applied Psychological Measurement, 18: 315 - 328.
    • (1994) Applied Psychological Measurement , vol.18 , pp. 315-328
    • Narayanan, P.1    Swaminathan, H.2
  • 21
    • 77956329636 scopus 로고    scopus 로고
    • Conservativeness in rejection of the null hypothesis when using the continuity correction in the MH chi-square test in DIF applications
    • Paek, I. 2010. Conservativeness in rejection of the null hypothesis when using the continuity correction in the MH chi-square test in DIF applications. Applied Psychological Measurement, 34: 539 - 548.
    • (2010) Applied Psychological Measurement , vol.34 , pp. 539-548
    • Paek, I.1
  • 22
    • 0040159010 scopus 로고    scopus 로고
    • Assessing differential item functioning among multiple groups: A comparison of three Mantel-Haenszel procedures
    • Penfield, R. D. 2001. Assessing differential item functioning among multiple groups: A comparison of three Mantel-Haenszel procedures. Applied Measurement in Education, 14: 235 - 259.
    • (2001) Applied Measurement in Education , vol.14 , pp. 235-259
    • Penfield, R.D.1
  • 23
    • 77951996812 scopus 로고    scopus 로고
    • Modeling DIF effects using distractor-level invariance effects: Implications for understanding the causes of DIF
    • doi: 10.1177/0146621609359284
    • Penfield, R. D. 2010. Modeling DIF effects using distractor-level invariance effects: Implications for understanding the causes of DIF. Applied Psychological Measurement, 34: 151 - 165. doi: 10.1177/0146621609359284
    • (2010) Applied Psychological Measurement , vol.34 , pp. 151-165
    • Penfield, R.D.1
  • 24
    • 5344244656 scopus 로고    scopus 로고
    • R Development Core Team, Austria, Vienna, R Foundation for Statistical Computing. Retrieved from
    • R Development Core Team. 2008. R: A language and environment for statistical computing Vienna, Austria R Foundation for Statistical Computing. Retrieved from http://www.R-project.org
    • (2008) R: A language and environment for statistical computing
  • 25
    • 0000003370 scopus 로고
    • The area between two item characteristic curves
    • Raju, N. S. 1988. The area between two item characteristic curves. Psychometrika, 53: 495 - 502.
    • (1988) Psychometrika , vol.53 , pp. 495-502
    • Raju, N.S.1
  • 26
    • 84976934177 scopus 로고
    • A comparison of logistic regression and Mantel-Haenszel procedures for detecting differential item functioning
    • Rogers, J. H. and 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, J.H.1    Swaminathan, H.2
  • 27
    • 84935549546 scopus 로고
    • The detection and correction of specification errors in structural equation models
    • Saris, W. E., Satorra, A. and Sörbom, D. 1987. The detection and correction of specification errors in structural equation models. Sociological Methodology, 17: 105 - 129.
    • (1987) Sociological Methodology , vol.17 , pp. 105-129
    • Saris, W.E.1    Satorra, A.2    Sörbom, D.3
  • 28
    • 65249135468 scopus 로고    scopus 로고
    • Differential item functioning detecting using Multiple Indicators, Multiple Causes method with a pure short anchor
    • Shih, C.-L. and Wang, W.-C. 2009. Differential item functioning detecting using Multiple Indicators, Multiple Causes method with a pure short anchor. Applied Psychological Measurement, 33: 184 - 199.
    • (2009) Applied Psychological Measurement , vol.33 , pp. 184-199
    • Shih, C.-L.1    Wang, W.-C.2
  • 29
    • 0000721024 scopus 로고
    • Model modification
    • Sörbom, D. 1989. Model modification. Psychometrika, 54: 371 - 384.
    • (1989) Psychometrika , vol.54 , pp. 371-384
    • Sörbom, D.1
  • 30
    • 33750978441 scopus 로고    scopus 로고
    • Detecting differential item functioning with confirmatory factor analysis and item response theory: Toward a unified strategy
    • Stark, S., Chernyshenko, O. S. and Drasgow, F. 2006. Detecting differential item functioning with confirmatory factor analysis and item response theory: Toward a unified strategy. Journal of Applied Psychology, 91: 1292 - 1306.
    • (2006) Journal of Applied Psychology , vol.91 , pp. 1292-1306
    • Stark, S.1    Chernyshenko, O.S.2    Drasgow, F.3
  • 31
    • 33845613579 scopus 로고    scopus 로고
    • Using effect sizes for research reporting: Examples using item response theory to analyze differential item functioning
    • Steinberg, L. and Thissen, D. 2006. Using effect sizes for research reporting: Examples using item response theory to analyze differential item functioning. Psychological Methods, 11: 402 - 415.
    • (2006) Psychological Methods , vol.11 , pp. 402-415
    • Steinberg, L.1    Thissen, D.2
  • 32
    • 84988120749 scopus 로고
    • Detecting differential item functioning using logistic regression procedures
    • Swaminathan, H. and Rogers, J. H. 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, J.H.2
  • 33
    • 79955716039 scopus 로고    scopus 로고
    • Fitting simulated dichotomous and polytomous data: Examining the difference between ideal point and dominance models
    • Tay, L., Ali, U. S., Drasgow, F. and Williams, B. A. 2011. Fitting simulated dichotomous and polytomous data: Examining the difference between ideal point and dominance models. Applied Psychological Measurement, 35: 280 - 295.
    • (2011) Applied Psychological Measurement , vol.35 , pp. 280-295
    • Tay, L.1    Ali, U.S.2    Drasgow, F.3    Williams, B.A.4
  • 35
    • 78650138347 scopus 로고    scopus 로고
    • Using mixed-measurement item response theory with covariates (MM-IRT-C) to ascertain observed and unobserved measurement equivalence
    • doi: 10.1177/1094428110366037
    • Tay, L., Newman, D. A. and Vermunt, J. K. 2011. Using mixed-measurement item response theory with covariates (MM-IRT-C) to ascertain observed and unobserved measurement equivalence. Organizational Research Methods, 14: 147 - 176. doi: 10.1177/1094428110366037
    • (2011) Organizational Research Methods , vol.14 , pp. 147-176
    • Tay, L.1    Newman, D.A.2    Vermunt, J.K.3
  • 36
    • 0001935002 scopus 로고
    • Detection of differential item functioning using the parameters of item response models
    • In: Holland P. W., Wainer H., editors Hillsdale, NJ,: Lawrence Erlbaum Associates
    • Thissen, D., Steinberg, L. and Wainer, H. 1993. " Detection of differential item functioning using the parameters of item response models ". In Differential item functioning, Edited by: Holland, P. W. and Wainer, H. 67 - 113. Hillsdale, NJ: Lawrence Erlbaum Associates.
    • (1993) Differential item functioning , pp. 67-113
    • Thissen, D.1    Steinberg, L.2    Wainer, H.3
  • 37
    • 0001532162 scopus 로고
    • Two new test statistics for the Rasch model
    • Van den Wollenberg, A. L. 1982. Two new test statistics for the Rasch model. Psychometrika, 47: 123 - 140.
    • (1982) Psychometrika , vol.47 , pp. 123-140
    • Van den Wollenberg, A.L.1
  • 39
    • 33746360465 scopus 로고    scopus 로고
    • Belmont, MA,: Statistical Innovations Inc, [Computer program]
    • Vermunt, J. K. and Magidson, J. 2008. Latent GOLD 4.5, Belmont, MA: Statistical Innovations Inc. [Computer program]
    • (2008) Latent GOLD 4.5
    • Vermunt, J.K.1    Magidson, J.2
  • 41
    • 70350128449 scopus 로고    scopus 로고
    • The MIMIC method with scale purification for detecting differential item functioning
    • Wang, W.-C., Shih, C.-L. and Yang, C.-C. 2009. The MIMIC method with scale purification for detecting differential item functioning. Educational and Psychological Measurement, 69: 713 - 731.
    • (2009) Educational and Psychological Measurement , vol.69 , pp. 713-731
    • Wang, W.-C.1    Shih, C.-L.2    Yang, C.-C.3
  • 42
    • 61449214090 scopus 로고    scopus 로고
    • Evaluation of MIMIC-model methods for DIF testing with comparison to two-group analysis
    • Woods, C. M. 2009a. Evaluation of MIMIC-model methods for DIF testing with comparison to two-group analysis. Multivariate Behavioral Research, 44: 1 - 27.
    • (2009) Multivariate Behavioral Research , vol.44 , pp. 1-27
    • Woods, C.M.1
  • 43
    • 58849137135 scopus 로고    scopus 로고
    • Empirical selection of anchors for tests of differential item functioning
    • Woods, C. M. 2009b. Empirical selection of anchors for tests of differential item functioning. Applied Psychological Measurement, 33: 42 - 57.
    • (2009) Applied Psychological Measurement , vol.33 , pp. 42-57
    • Woods, C.M.1
  • 44
    • 79959254279 scopus 로고    scopus 로고
    • Testing of nonuniform differential item functioning with Multiple Indicator Multiple Cause models
    • Woods, C. M. and Grimm, K. J. 2011. Testing of nonuniform differential item functioning with Multiple Indicator Multiple Cause models. Applied Psychological Measurement, 35: 339 - 361.
    • (2011) Applied Psychological Measurement , vol.35 , pp. 339-361
    • Woods, C.M.1    Grimm, K.J.2
  • 45
    • 70350238331 scopus 로고    scopus 로고
    • Illustration of MIMIC-model DIF testing with the Schedule for Nonadaptive and Adaptive Personality
    • Woods, C. M., Oltmanns, T. F. and Turkheimer, E. 2009. Illustration of MIMIC-model DIF testing with the Schedule for Nonadaptive and Adaptive Personality. Journal of Psychopathology and Behavioral Assessment, 31: 320 - 330.
    • (2009) Journal of Psychopathology and Behavioral Assessment , vol.31 , pp. 320-330
    • Woods, C.M.1    Oltmanns, T.F.2    Turkheimer, E.3


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