메뉴 건너뛰기




Volumn 62, Issue 3, 2009, Pages 288-295

A simulation study provided sample size guidance for differential item functioning (DIF) studies using short scales

Author keywords

Computer simulations; Differential item functioning; Floor effects; Health related quality of life; Ordinal logistic regression; Short scales

Indexed keywords

ARTICLE; DIFFERENTIAL ITEM FUNCTIONING; LOGISTIC REGRESSION ANALYSIS; PRIORITY JOURNAL; QUALITY OF LIFE; SAMPLE SIZE; SAMPLING ERROR; SIMULATION; STATISTICAL ANALYSIS;

EID: 58749086218     PISSN: 08954356     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jclinepi.2008.06.003     Document Type: Article
Times cited : (119)

References (35)
  • 2
    • 33845965447 scopus 로고    scopus 로고
    • The role and use of differential item functioning (DIF) analysis of quality of life data from clinical trials
    • Fayers P., and Hays R. (Eds), Oxford University Press, Oxford
    • Groenvold M., and Petersen M.A. The role and use of differential item functioning (DIF) analysis of quality of life data from clinical trials. In: Fayers P., and Hays R. (Eds). Assessing quality of life in clinical trials (2005), Oxford University Press, Oxford 195-208
    • (2005) Assessing quality of life in clinical trials , pp. 195-208
    • Groenvold, M.1    Petersen, M.A.2
  • 3
    • 0035042148 scopus 로고    scopus 로고
    • Statistical methods for examination of differential item functioning (DIF) with applications to cross-cultural measurement of functional, physical and mental health
    • Teresi J.A. Statistical methods for examination of differential item functioning (DIF) with applications to cross-cultural measurement of functional, physical and mental health. J Mental Health Aging 7 (2001) 31-40
    • (2001) J Mental Health Aging , vol.7 , pp. 31-40
    • Teresi, J.A.1
  • 4
    • 33750297890 scopus 로고    scopus 로고
    • Overview of quantitative measurement methods: equivalence, invariance, and differential item functioning in health applications
    • Teresi J.A. Overview of quantitative measurement methods: equivalence, invariance, and differential item functioning in health applications. Med Care 44 (2006) S39-S49
    • (2006) Med Care , vol.44
    • Teresi, J.A.1
  • 5
    • 33747145337 scopus 로고    scopus 로고
    • The state of the art in bias research in the United States
    • Benson J., and Hutchinson S.R. The state of the art in bias research in the United States. Eur Rev Appl Psychol 47 (1997) 281-294
    • (1997) Eur Rev Appl Psychol , vol.47 , pp. 281-294
    • Benson, J.1    Hutchinson, S.R.2
  • 6
    • 84927163182 scopus 로고    scopus 로고
    • Using statistical procedures to identify differentially functioning test items
    • Clauser B.E., and Mazor K.M. Using statistical procedures to identify differentially functioning test items. Educ Measur Iss Pract 2 (1998) 31-44
    • (1998) Educ Measur Iss Pract , vol.2 , pp. 31-44
    • Clauser, B.E.1    Mazor, K.M.2
  • 7
    • 33750353591 scopus 로고    scopus 로고
    • Different approaches to differential item functioning in health applications: advantages, disadvantages and some neglected topics
    • Teresi J.A. Different approaches to differential item functioning in health applications: advantages, disadvantages and some neglected topics. Med Care 44 (2006) S152-S170
    • (2006) Med Care , vol.44
    • Teresi, J.A.1
  • 8
    • 33750357282 scopus 로고    scopus 로고
    • Comments on methods for the investigation of measurement bias in the mini-mental state examination
    • Millsap R.E. Comments on methods for the investigation of measurement bias in the mini-mental state examination. Med Care 44 (2006) S171-S175
    • (2006) Med Care , vol.44
    • Millsap, R.E.1
  • 9
    • 0002994297 scopus 로고
    • Practical questions in the use of DIF statistics in test development
    • Holland P.W., and Wainer H. (Eds), Lawrence Erlbaum Associates, Hillsdale, New Jersey
    • Zieky M. Practical questions in the use of DIF statistics in test development. In: Holland P.W., and Wainer H. (Eds). Differential item functioning (1993), Lawrence Erlbaum Associates, Hillsdale, New Jersey 337-348
    • (1993) Differential item functioning , pp. 337-348
    • Zieky, M.1
  • 11
    • 0040620288 scopus 로고    scopus 로고
    • Evaluating type I error and power rates using an effect size measure with the logistic regression procedure for DIF detection
    • Jodoin M.G., and Gierl M.J. Evaluating type I error and power rates using an effect size measure with the logistic regression procedure for DIF detection. Appl Measur Educ 14 (2001) 329-349
    • (2001) Appl Measur Educ , vol.14 , pp. 329-349
    • Jodoin, M.G.1    Gierl, M.J.2
  • 12
    • 34547492231 scopus 로고    scopus 로고
    • Differential item functioning impact in a modified version of the Roland-Morris disability questionnaire
    • Crane P.K., Cetin K., Cook K.F., Johnson K., Deyo R., and Amtmann D. Differential item functioning impact in a modified version of the Roland-Morris disability questionnaire. Qual Life Res 16 (2007) 981-990
    • (2007) Qual Life Res , vol.16 , pp. 981-990
    • Crane, P.K.1    Cetin, K.2    Cook, K.F.3    Johnson, K.4    Deyo, R.5    Amtmann, D.6
  • 13
    • 0347013994 scopus 로고    scopus 로고
    • Detección del funcionamiento diferencial de los ítems no uniforme: comparación de los métodos Mantel-Haenszel y regressión logística
    • Ferreres Traver D., Fidalgo Aliste A.M., and Muñiz J. Detección del funcionamiento diferencial de los ítems no uniforme: comparación de los métodos Mantel-Haenszel y regressión logística. Psicothema 12 (2000) 220-225
    • (2000) Psicothema , vol.12 , pp. 220-225
    • Ferreres Traver, D.1    Fidalgo Aliste, A.M.2    Muñiz, J.3
  • 14
    • 0030486106 scopus 로고    scopus 로고
    • Logistic regression and its use in detecting differential functioning in polytomous items
    • French A.W., and Miller T.R. Logistic regression and its use in detecting differential functioning in polytomous items. J Educ Measur 33 (1996) 315-332
    • (1996) J Educ Measur , vol.33 , pp. 315-332
    • French, A.W.1    Miller, T.R.2
  • 16
    • 10044266665 scopus 로고    scopus 로고
    • Differential item functioning detection and effect size: a comparison between logistic regression and Mantel-Haenszel procedures
    • Hidalgo M.D., and Lopez-Pina J.A. Differential item functioning detection and effect size: a comparison between logistic regression and Mantel-Haenszel procedures. Educ Psychol Measur 64 (2004) 903-915
    • (2004) Educ Psychol Measur , vol.64 , pp. 903-915
    • Hidalgo, M.D.1    Lopez-Pina, J.A.2
  • 17
    • 0345752780 scopus 로고    scopus 로고
    • Comparación de la eficacia de regresión logística politómica y análisis discriminante logístico en al detección del DIF no uniforme
    • Hidalgo Montesinos M.D., and Gómez-Benito J. Comparación de la eficacia de regresión logística politómica y análisis discriminante logístico en al detección del DIF no uniforme. Psicothema 12 (2000) 298-300
    • (2000) Psicothema , vol.12 , pp. 298-300
    • Hidalgo Montesinos, M.D.1    Gómez-Benito, J.2
  • 18
    • 0033148126 scopus 로고    scopus 로고
    • How group differences in matching criterion distribution and IRT item difficulty can influence the magnitude of the Mantel-Haenszel chi-squared DIF index
    • Penny J., and Johnson R.L. How group differences in matching criterion distribution and IRT item difficulty can influence the magnitude of the Mantel-Haenszel chi-squared DIF index. J Exp Educ 67 (1999) 343-367
    • (1999) J Exp Educ , vol.67 , pp. 343-367
    • Penny, J.1    Johnson, R.L.2
  • 19
    • 84976934177 scopus 로고
    • A comparison of logistic regression and Mantel-Haenszel procedures for detecting differential item functioning
    • Rogers H.J., and Swaminathan H. A comparison of logistic regression and Mantel-Haenszel procedures for detecting differential item functioning. Appl Psychol Measur 17 (1993) 105-116
    • (1993) Appl Psychol Measur , vol.17 , pp. 105-116
    • Rogers, H.J.1    Swaminathan, H.2
  • 20
    • 84988120749 scopus 로고
    • Detecting differential item functioning using logistic regression procedures
    • Swaminathan H., and Rogers H.J. Detecting differential item functioning using logistic regression procedures. J Educ Measur 27 (1990) 361-370
    • (1990) J Educ Measur , vol.27 , pp. 361-370
    • Swaminathan, H.1    Rogers, H.J.2
  • 21
    • 8644231087 scopus 로고    scopus 로고
    • Factors influencing the Mantel and generalized Mantel-Haenszel methods for the assessment of differential item functioning in polytomous items
    • Wang W.C., and Su Y.H. Factors influencing the Mantel and generalized Mantel-Haenszel methods for the assessment of differential item functioning in polytomous items. Appl Psychol Measur 28 (2004) 450-480
    • (2004) Appl Psychol Measur , vol.28 , pp. 450-480
    • Wang, W.C.1    Su, Y.H.2
  • 22
    • 3042656513 scopus 로고    scopus 로고
    • Effects of average signed area between two item characteristic curves and test purification procedures on the DIF detection via the Mantel-Haenszel method
    • Wang W.C., and Su Y.H. Effects of average signed area between two item characteristic curves and test purification procedures on the DIF detection via the Mantel-Haenszel method. Appl Measur Educ 17 (2004) 113-144
    • (2004) Appl Measur Educ , vol.17 , pp. 113-144
    • Wang, W.C.1    Su, Y.H.2
  • 23
    • 12744258099 scopus 로고    scopus 로고
    • The performance of some observed and unobserved conditional invariance techniques for the detection of differential item functioning
    • Welkenhuysen-Gybels J. The performance of some observed and unobserved conditional invariance techniques for the detection of differential item functioning. Qual Quant 38 (2004) 681-702
    • (2004) Qual Quant , vol.38 , pp. 681-702
    • Welkenhuysen-Gybels, J.1
  • 24
    • 0000628538 scopus 로고
    • A Monte Carlo study of factors that affect the Mantel-Haenszel and standardization measures of differential item functioning
    • Holland P.W., and Wainer H. (Eds), Lawrence Erlbaum Associates, Hillsdale, New Jersey
    • Donoghue J.R., Holland P.W., and Thayer D.T. A Monte Carlo study of factors that affect the Mantel-Haenszel and standardization measures of differential item functioning. In: Holland P.W., and Wainer H. (Eds). Differential item functioning (1993), Lawrence Erlbaum Associates, Hillsdale, New Jersey 137-166
    • (1993) Differential item functioning , pp. 137-166
    • Donoghue, J.R.1    Holland, P.W.2    Thayer, D.T.3
  • 25
    • 33845975235 scopus 로고    scopus 로고
    • The use of differential item functioning analyses to identify cultural differences in responses to the EORTC QLQ-C30
    • Scott N.W., Fayers P.M., Aaronson N.K., Bottomley A., de Graeff A., Groenvold M., et al. The use of differential item functioning analyses to identify cultural differences in responses to the EORTC QLQ-C30. Qual Life Res 16 (2007) 115-129
    • (2007) Qual Life Res , vol.16 , pp. 115-129
    • Scott, N.W.1    Fayers, P.M.2    Aaronson, N.K.3    Bottomley, A.4    de Graeff, A.5    Groenvold, M.6
  • 26
    • 0031050796 scopus 로고    scopus 로고
    • Statistical assessment of ordinal outcomes in comparative studies
    • Scott S.C., Goldberg M.S., and Mayo N.E. Statistical assessment of ordinal outcomes in comparative studies. J Clin Epidemiol 50 (1997) 45-55
    • (1997) J Clin Epidemiol , vol.50 , pp. 45-55
    • Scott, S.C.1    Goldberg, M.S.2    Mayo, N.E.3
  • 27
    • 33750372148 scopus 로고    scopus 로고
    • Differential item functioning analysis with ordinal logistic regression techniques
    • Crane P.K., Gibbons L.E., Jolley L., and van Belle G. Differential item functioning analysis with ordinal logistic regression techniques. Med Care 44 (2006) S115-S123
    • (2006) Med Care , vol.44
    • Crane, P.K.1    Gibbons, L.E.2    Jolley, L.3    van Belle, G.4
  • 28
    • 0027417437 scopus 로고
    • The European Organization for Research and Treatment of cancer QLQ-C30: a quality-of-life instrument for use in international clinical trials in oncology
    • Aaronson N.K., Ahmedzai S., Bergman B., Bullinger M., Cull A., Duez N.J., et al. The European Organization for Research and Treatment of cancer QLQ-C30: a quality-of-life instrument for use in international clinical trials in oncology. J Natl Cancer Inst 85 (1993) 365-376
    • (1993) J Natl Cancer Inst , vol.85 , pp. 365-376
    • Aaronson, N.K.1    Ahmedzai, S.2    Bergman, B.3    Bullinger, M.4    Cull, A.5    Duez, N.J.6
  • 30
    • 0000571699 scopus 로고    scopus 로고
    • A generalized partial credit model
    • van der Linden W.J., and Hambleton R.K. (Eds), Springer-Verlag, New York
    • Muraki E. A generalized partial credit model. In: van der Linden W.J., and Hambleton R.K. (Eds). Handbook of modern item response theory (1997), Springer-Verlag, New York 153-168
    • (1997) Handbook of modern item response theory , pp. 153-168
    • Muraki, E.1
  • 33
    • 0038287958 scopus 로고    scopus 로고
    • Use of differential item functioning analysis to assess the equivalence of translations of a questionnaire
    • for the European Organisation for Research and Treatment of Cancer Quality of Life Group
    • Petersen M.A., Groenvold M., Bjorner J.B., Aaronson N., Conroy T., Cull A., et al., for the European Organisation for Research and Treatment of Cancer Quality of Life Group. Use of differential item functioning analysis to assess the equivalence of translations of a questionnaire. Qual Life Res 12 (2003) 373-385
    • (2003) Qual Life Res , vol.12 , pp. 373-385
    • Petersen, M.A.1    Groenvold, M.2    Bjorner, J.B.3    Aaronson, N.4    Conroy, T.5    Cull, A.6
  • 34
    • 23744472547 scopus 로고    scopus 로고
    • Procedures for the analysis of differential item functioning (DIF) for small sample sizes
    • Lai J.S., Teresi J., and Gershon R. Procedures for the analysis of differential item functioning (DIF) for small sample sizes. Eval Health Prof 28 (2005) 283-294
    • (2005) Eval Health Prof , vol.28 , pp. 283-294
    • Lai, J.S.1    Teresi, J.2    Gershon, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.