메뉴 건너뛰기




Volumn 19, Issue 7, 2014, Pages 1-12

Multiple-group confirmatory factor analysis in R - A tutorial in measurement invariance with continuous and ordinal indicators

Author keywords

[No Author keywords available]

Indexed keywords


EID: 84904906787     PISSN: None     EISSN: 15317714     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (234)

References (30)
  • 2
    • 2642572678 scopus 로고    scopus 로고
    • Testing for multigroup invariance using AMOS graphics: A road less traveled
    • Byrne, B. M. (2004). Testing for multigroup invariance using AMOS graphics: A road less traveled. Structural Equation Modeling, 11(2), 272-300.
    • (2004) Structural Equation Modeling , vol.11 , Issue.2 , pp. 272-300
    • Byrne, B.M.1
  • 4
    • 34147168651 scopus 로고
    • Testing for the equivalence of factor covariance and mean structures: The issue of partial measurement invariance
    • Byrne, B. M., Shavelson, R. J., & Muthén, B. (1989). Testing for the equivalence of factor covariance and mean structures: The issue of partial measurement invariance. Psychological Bulletin, 105(3), 456.
    • (1989) Psychological Bulletin , vol.105 , Issue.3 , pp. 456
    • Byrne, B.M.1    Shavelson, R.J.2    Muthén, B.3
  • 5
    • 34548107817 scopus 로고    scopus 로고
    • Sensitivity of goodness of fit indexes to lack of measurement invariance
    • Chen, F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equation Modeling, 14(3), 464-504.
    • (2007) Structural Equation Modeling , vol.14 , Issue.3 , pp. 464-504
    • Chen, F.F.1
  • 6
    • 56349088295 scopus 로고    scopus 로고
    • What happens if we compare chopsticks with forks? The impact of making inappropriate comparisons in cross-cultural research
    • Chen, F. F. (2008). What happens if we compare chopsticks with forks? The impact of making inappropriate comparisons in cross-cultural research. Journal of Personality and Social Psychology, 95(5), 1005.
    • (2008) Journal of Personality and Social Psychology , vol.95 , Issue.5 , pp. 1005
    • Chen, F.F.1
  • 7
    • 0033472973 scopus 로고    scopus 로고
    • Testing factorial invariance across groups: A reconceptualization and proposed new method
    • Cheung, G. W., & Rensvold, R. B. (1999). Testing factorial invariance across groups: A reconceptualization and proposed new method. Journal of Management, 25(1), 1-27.
    • (1999) Journal of Management , vol.25 , Issue.1 , pp. 1-27
    • Cheung, G.W.1    Rensvold, R.B.2
  • 8
    • 79851496916 scopus 로고    scopus 로고
    • Evaluating goodness-of-fit indexes for testing measurement invariance
    • Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling, 9(2), 233-255.
    • (2002) Structural Equation Modeling , vol.9 , Issue.2 , pp. 233-255
    • Cheung, G.W.1    Rensvold, R.B.2
  • 9
    • 84881497051 scopus 로고    scopus 로고
    • Factor Structure and Longitudinal Measurement Invariance of the Demand Control Support Model: An Evidence from the Swedish Longitudinal Occupational Survey of Health (SLOSH)
    • Retrieved from
    • Chungkham, H. S., Ingre, M., Karasek, R., Westerlund, H., & Theorell, T. (2013). Factor Structure and Longitudinal Measurement Invariance of the Demand Control Support Model: An Evidence from the Swedish Longitudinal Occupational Survey of Health (SLOSH). PloS One, 8(8), e70541. Retrieved from http://dx.plos.org/10.1371/journal.pone.0070541
    • (2013) PloS One , vol.8 , Issue.8
    • Chungkham, H.S.1    Ingre, M.2    Karasek, R.3    Westerlund, H.4    Theorell, T.5
  • 10
    • 0022157474 scopus 로고
    • Equivalence of psychological measurement in heterogeneous populations
    • Drasgow, F., & Kanfer, R. (1985). Equivalence of psychological measurement in heterogeneous populations. Journal of Applied Psychology, 70(4), 662.
    • (1985) Journal of Applied Psychology , vol.70 , Issue.4 , pp. 662
    • Drasgow, F.1    Kanfer, R.2
  • 12
    • 33750339928 scopus 로고    scopus 로고
    • Do self-report instruments allow meaningful comparisons across diverse population groups? Testing measurement invariance using the confirmatory factor analysis framework
    • doi:10.1097/01.mlr.0000245454.12228.8f
    • Gregorich, S. E. (2006). Do self-report instruments allow meaningful comparisons across diverse population groups? Testing measurement invariance using the confirmatory factor analysis framework. Medical Care, 44(11 Suppl 3), S78-94. doi:10.1097/01.mlr.0000245454.12228.8f
    • (2006) Medical Care , vol.44 , Issue.SUPPL. 3
    • Gregorich, S.E.1
  • 13
    • 62449136977 scopus 로고    scopus 로고
    • Students' Conceptions of Assessment - Factorial and Structural Invariance of the SCoA Across Sex, Age, and Ethnicity
    • Hirschfeld, G. H. F., & Brown, G. T. L. (2009). Students' Conceptions of Assessment - Factorial and Structural Invariance of the SCoA Across Sex, Age, and Ethnicity. European Journal of Psychological Assessment, 25(1), 30-38.
    • (2009) European Journal of Psychological Assessment , vol.25 , Issue.1 , pp. 30-38
    • Hirschfeld, G.H.F.1    Brown, G.T.L.2
  • 15
    • 0029447919 scopus 로고
    • Sexual sensation seeking and Sexual Compulsivity Scales: reliability, validity, and predicting HIV risk behavior
    • Kalichman, S. C., & Rompa, D. (1995). Sexual sensation seeking and Sexual Compulsivity Scales: reliability, validity, and predicting HIV risk behavior. Journal of Personality Assessment, 65(3), 586-601.
    • (1995) Journal of Personality Assessment , vol.65 , Issue.3 , pp. 586-601
    • Kalichman, S.C.1    Rompa, D.2
  • 16
    • 84875836611 scopus 로고    scopus 로고
    • Assessing statistical aspects of test fairness with structural equation modelling
    • Kline, R. B. (2013). Assessing statistical aspects of test fairness with structural equation modelling. Educational Research and Evaluation, 19(2-3), 204-222.
    • (2013) Educational Research and Evaluation , vol.19 , Issue.2-3 , pp. 204-222
    • Kline, R.B.1
  • 17
    • 82055184760 scopus 로고    scopus 로고
    • Multi-group confirmatory factor analysis for testing measurement invariance in mixed item format data
    • Koh, K. H., & Zumbo, B. D. (2008). Multi-group confirmatory factor analysis for testing measurement invariance in mixed item format data. Journal of Modern Applied Statistical Methods, 7(2), 12.
    • (2008) Journal of Modern Applied Statistical Methods , vol.7 , Issue.2 , pp. 12
    • Koh, K.H.1    Zumbo, B.D.2
  • 18
    • 0031284958 scopus 로고    scopus 로고
    • Mean and covariance structures (MACS) analyses of cross-cultural data: Practical and theoretical issues
    • Little, T. D. (1997). Mean and covariance structures (MACS) analyses of cross-cultural data: Practical and theoretical issues. Multivariate Behavioral Research, 32(1), 53-76.
    • (1997) Multivariate Behavioral Research , vol.32 , Issue.1 , pp. 53-76
    • Little, T.D.1
  • 19
    • 43949105868 scopus 로고    scopus 로고
    • Power and sensitivity of alternative fit indices in tests of measurement invariance
    • Meade, A. W., Johnson, E. C., & Braddy, P. W. (2008). Power and sensitivity of alternative fit indices in tests of measurement invariance. Journal of Applied Psychology, 93(3), 568.
    • (2008) Journal of Applied Psychology , vol.93 , Issue.3 , pp. 568
    • Meade, A.W.1    Johnson, E.C.2    Braddy, P.W.3
  • 20
    • 11144255784 scopus 로고    scopus 로고
    • Assessing factorial invariance in ordered-categorical measures
    • Millsap, R. E., & Yun-Tein, J. (2004). Assessing factorial invariance in ordered-categorical measures. Multivariate Behavioral Research, 39(3), 479-515.
    • (2004) Multivariate Behavioral Research , vol.39 , Issue.3 , pp. 479-515
    • Millsap, R.E.1    Yun-Tein, J.2
  • 21
    • 33947732586 scopus 로고    scopus 로고
    • Latent variable analysis with categorical outcomes: Multiple-group and growth modeling in Mplus
    • Retrieved from
    • Muthén, B., & Asparouhov, T. (2002). Latent variable analysis with categorical outcomes: Multiple-group and growth modeling in Mplus. Mplus Web Notes, 4(5), 1-22. Retrieved from https://www.statmodel.com/download/webnotes/Cat MGLong.pdf
    • (2002) Mplus Web Notes , vol.4 , Issue.5 , pp. 1-22
    • Muthén, B.1    Asparouhov, T.2
  • 22
    • 84863304598 scopus 로고    scopus 로고
    • R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing Vienna Austria
    • R Core Team, Retrieved from
    • R Core Team. (2012). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing Vienna Austria. Retrieved from http://www.R-project.org/
    • (2012)
  • 23
    • 0036626070 scopus 로고    scopus 로고
    • Measurement equivalence: a comparison of methods based on confirmatory factor analysis and item response theory
    • Raju, N. S., Laffitte, L. J., & Byrne, B. M. (2002). Measurement equivalence: a comparison of methods based on confirmatory factor analysis and item response theory. Journal of Applied Psychology, 87(3), 517.
    • (2002) Journal of Applied Psychology , vol.87 , Issue.3 , pp. 517
    • Raju, N.S.1    Laffitte, L.J.2    Byrne, B.M.3
  • 24
    • 0027691194 scopus 로고
    • Confirmatory factor analysis and item response theory:two approaches for exploring measurement invariance
    • Reise, S. P., Widaman, K. F., & Pugh, R. H. (1993). Confirmatory factor analysis and item response theory:two approaches for exploring measurement invariance. Psychological Bulletin, 114(3), 552.
    • (1993) Psychological Bulletin , vol.114 , Issue.3 , pp. 552
    • Reise, S.P.1    Widaman, K.F.2    Pugh, R.H.3
  • 25
    • 84873019824 scopus 로고    scopus 로고
    • When can categorical variables be treated as continuous? A comparison of robust continuous and categorical SEM estimation methods under suboptimal conditions
    • doi:10.1037/a0029315
    • Rhemtulla, M., Brosseau-Liard, P. É., & Savalei, V. (2012). When can categorical variables be treated as continuous? A comparison of robust continuous and categorical SEM estimation methods under suboptimal conditions. Psychological Methods, 17(3), 354-373. doi:10.1037/a0029315
    • (2012) Psychological Methods , vol.17 , Issue.3 , pp. 354-373
    • Rhemtulla, M.1    Brosseau-Liard, P.É.2    Savalei, V.3
  • 26
    • 84863306901 scopus 로고    scopus 로고
    • lavaan: An R package for structural equation modeling
    • Retrieved from
    • Rosseel, Y. (2012). lavaan: An R package for structural equation modeling. Journal of Statistical Software. Retrieved from http://www.doaj.org/doaj?func=fulltext&aId=132539 1
    • (2012) Journal of Statistical Software
    • Rosseel, Y.1
  • 27
    • 0032383942 scopus 로고    scopus 로고
    • Assessing measurement invariance in cross-national consumer research
    • Steenkamp, J.-B. E., & Baumgartner, H. (1998). Assessing measurement invariance in cross-national consumer research. Journal of Consumer Research, 25(1), 78-107.
    • (1998) Journal of Consumer Research , vol.25 , Issue.1 , pp. 78-107
    • Steenkamp, J.-B.E.1    Baumgartner, H.2
  • 28
    • 77952553429 scopus 로고    scopus 로고
    • Assessing measurement invariance of ordinal indicators in cross-national research
    • In, Springer
    • Temme, D. (2006). Assessing measurement invariance of ordinal indicators in cross-national research. In International advertising and communication (pp. 455-472). Springer.
    • (2006) International advertising and communication , pp. 455-472
    • Temme, D.1
  • 29
    • 0002329579 scopus 로고    scopus 로고
    • A review and synthesis of the measurement invariance literature:Suggestions, practices, and recommendations for organizational research
    • Vandenberg, R. J., & Lance, C. E. (2000). A review and synthesis of the measurement invariance literature:Suggestions, practices, and recommendations for organizational research. Organizational Research Methods, 3(1), 4-70.
    • (2000) Organizational Research Methods , vol.3 , Issue.1 , pp. 4-70
    • Vandenberg, R.J.1    Lance, C.E.2
  • 30
    • 84870938926 scopus 로고    scopus 로고
    • Decoding the meaning of factorial invariance and updating the practice of multi-group confirmatory factor analysis: A demonstration with TIMSS data
    • Retrieved from
    • Wu, A. D., Li, Z., & Zumbo, B. D. (2007). Decoding the meaning of factorial invariance and updating the practice of multi-group confirmatory factor analysis: A demonstration with TIMSS data. Practical Assessment, Research and Evaluation, 12(3), 1-26. Retrieved from http://pareonline.net/getvn.asp?v=12&n=3.
    • (2007) Practical Assessment, Research and Evaluation , vol.12 , Issue.3 , pp. 1-26
    • Wu, A.D.1    Li, Z.2    Zumbo, B.D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.