메뉴 건너뛰기




Volumn 36, Issue 5, 2012, Pages 349-374

Evaluating EIV, OLS, and SEM Estimators of Group Slope Differences in the Presence of Measurement Error: The Single-Indicator Case

Author keywords

bias; Interactions; reliability

Indexed keywords


EID: 84862633692     PISSN: 01466216     EISSN: 15523497     Source Type: Journal    
DOI: 10.1177/0146621612446806     Document Type: Article
Times cited : (13)

References (45)
  • 3
    • 12044259541 scopus 로고
    • Effect of error variance heterogeneity on the power of tests for regression slope differences
    • Alexander R. A.,DeShon R. P.Effect of error variance heterogeneity on the power of tests for regression slope differences.Psychological Bulletin. 1994;115:308-314.
    • (1994) Psychological Bulletin , vol.115 , pp. 308-314
    • Alexander, R.A.1    DeShon, R.P.2
  • 4
    • 0030458878 scopus 로고    scopus 로고
    • A comparison of bias and mean squared error in parameter estimates of interaction effects: Moderated multiple regression versus errors-in-variables regression
    • Anderson L. E.,Stone-Romero E. F.,Tisak J.A comparison of bias and mean squared error in parameter estimates of interaction effects: Moderated multiple regression versus errors-in-variables regression.Multivariate Behavioral Research. 1996;31:69-94.
    • (1996) Multivariate Behavioral Research , vol.31 , pp. 69-94
    • Anderson, L.E.1    Stone-Romero, E.F.2    Tisak, J.3
  • 5
    • 84925914633 scopus 로고
    • The reliability of products of two random variables
    • Bohrnstedt G. W.,Marwell G.The reliability of products of two random variables.Sociological Methodology. 1978;9:254-273.
    • (1978) Sociological Methodology , vol.9 , pp. 254-273
    • Bohrnstedt, G.W.1    Marwell, G.2
  • 6
    • 54449090614 scopus 로고    scopus 로고
    • When employees strike back: Investigating mediating mechanisms between psychological contract breach and workplace deviance
    • Bordia P.,Restubog S. L. D.,Tang R. L.When employees strike back: Investigating mediating mechanisms between psychological contract breach and workplace deviance.Journal of Applied Psychology. 2008;93:1104-1117.
    • (2008) Journal of Applied Psychology , vol.93 , pp. 1104-1117
    • Bordia, P.1    Restubog, S.L.D.2    Tang, R.L.3
  • 7
    • 0000884071 scopus 로고
    • Analysis of multiplicative combination rules when the causal variables are measured with error
    • Busemeyer J. R.,Jones L. E.Analysis of multiplicative combination rules when the causal variables are measured with error.Psychological Bulletin. 1983;93:549-562.
    • (1983) Psychological Bulletin , vol.93 , pp. 549-562
    • Busemeyer, J.R.1    Jones, L.E.2
  • 8
    • 58149366488 scopus 로고
    • Statistical tests for moderator variables: Flaws in analyses recently proposed
    • Cronbach L. J.Statistical tests for moderator variables: Flaws in analyses recently proposed.Psychological Bulletin. 1987;102:414-417.
    • (1987) Psychological Bulletin , vol.102 , pp. 414-417
    • Cronbach, L.J.1
  • 9
    • 85066419252 scopus 로고    scopus 로고
    • Using the criterion-predictor factor model to compute the probability of detecting prediction bias with ordinary least squares regression
    • Culpepper S. A.Using the criterion-predictor factor model to compute the probability of detecting prediction bias with ordinary least squares regression.Psychometrika.
    • Psychometrika
    • Culpepper, S.A.1
  • 10
    • 79958797914 scopus 로고    scopus 로고
    • Analysis of covariance (ANCOVA) with fallible covariates
    • Culpepper S. A.,Aguinis H.Analysis of covariance (ANCOVA) with fallible covariates.Psychological Methods. 2011;16:166-178.
    • (2011) Psychological Methods , vol.16 , pp. 166-178
    • Culpepper, S.A.1    Aguinis, H.2
  • 11
    • 66749129650 scopus 로고    scopus 로고
    • Assessing differential prediction of college grades by race/ethnicity with a multilevel model
    • Culpepper S. A.,Davenport E. C.Assessing differential prediction of college grades by race/ethnicity with a multilevel model.Journal of Educational Measurement. 2009;46:220-242.
    • (2009) Journal of Educational Measurement , vol.46 , pp. 220-242
    • Culpepper, S.A.1    Davenport, E.C.2
  • 12
    • 0034384156 scopus 로고    scopus 로고
    • Investigating Spearman's hypothesis by means of multi-group confirmatory factor analysis
    • Dolan C. V.Investigating Spearman's hypothesis by means of multi-group confirmatory factor analysis.Multivariate Behavioral Research. 2000;35:21-50.
    • (2000) Multivariate Behavioral Research , vol.35 , pp. 21-50
    • Dolan, C.V.1
  • 13
    • 0030351327 scopus 로고    scopus 로고
    • Item response theory models and spurious interaction effects in factorial ANOVA designs
    • Embretson S. E.Item response theory models and spurious interaction effects in factorial ANOVA designs.Applied Psychological Measurement. 1996;20:201-212.
    • (1996) Applied Psychological Measurement , vol.20 , pp. 201-212
    • Embretson, S.E.1
  • 14
    • 84973703367 scopus 로고
    • A theoretical note on the stochastics of moderated multiple regression
    • Fisicaro S. A.,Tisak J.A theoretical note on the stochastics of moderated multiple regression.Educational and Psychological Measurement. 1994;54:32-41.
    • (1994) Educational and Psychological Measurement , vol.54 , pp. 32-41
    • Fisicaro, S.A.1    Tisak, J.2
  • 16
    • 61449142568 scopus 로고    scopus 로고
    • Commentary on coefficient alpha: A cautionary tale
    • Green S. B.,Yang Y.Commentary on coefficient alpha: A cautionary tale.Psychometrika. 2009;74:121-135.
    • (2009) Psychometrika , vol.74 , pp. 121-135
    • Green, S.B.1    Yang, Y.2
  • 17
    • 0000087428 scopus 로고
    • A basis for analyzing test-retest reliability
    • Guttman L.A basis for analyzing test-retest reliability.Psychometrika. 1945;10:255-282.
    • (1945) Psychometrika , vol.10 , pp. 255-282
    • Guttman, L.1
  • 19
    • 33646200673 scopus 로고    scopus 로고
    • The multigroup common factor model with minimal uniqueness constraints and the power to detect uniform bias
    • Hessen D. J.,Dolan C. V.,Wicherts J. M.The multigroup common factor model with minimal uniqueness constraints and the power to detect uniform bias.Applied Psychological Measurement. 2006;30:233-246.
    • (2006) Applied Psychological Measurement , vol.30 , pp. 233-246
    • Hessen, D.J.1    Dolan, C.V.2    Wicherts, J.M.3
  • 20
    • 0035256104 scopus 로고    scopus 로고
    • Misleading heuristics and moderated multiple regression
    • Irwin J. R.,McClelland G. H.Misleading heuristics and moderated multiple regression.Journal of Marketing Research. 2001;38:100-109.
    • (2001) Journal of Marketing Research , vol.38 , pp. 100-109
    • Irwin, J.R.1    McClelland, G.H.2
  • 21
    • 14544271939 scopus 로고    scopus 로고
    • Moderated multiple regression, spurious interaction effects, and IRT
    • Kang S.,Waller N. G.Moderated multiple regression, spurious interaction effects, and IRT.Applied Psychological Measurement. 2005;29:87-105.
    • (2005) Applied Psychological Measurement , vol.29 , pp. 87-105
    • Kang, S.1    Waller, N.G.2
  • 22
    • 54949124739 scopus 로고    scopus 로고
    • Quasi-maximum likelihood estimation of structural equation models with multiple interaction and quadratic effects
    • Klein A. G.,Muthén B. O.Quasi-maximum likelihood estimation of structural equation models with multiple interaction and quadratic effects.Multivariate Behavioral Research. 2007;42:647-673.
    • (2007) Multivariate Behavioral Research , vol.42 , pp. 647-673
    • Klein, A.G.1    Muthén, B.O.2
  • 23
    • 3042735142 scopus 로고    scopus 로고
    • Comparison of approaches in estimating interaction and quadratic effects of latent variables
    • Lee S.,Song X.,Poon W.Comparison of approaches in estimating interaction and quadratic effects of latent variables.Multivariate Behavioral Research. 2004;39:37-67.
    • (2004) Multivariate Behavioral Research , vol.39 , pp. 37-67
    • Lee, S.1    Song, X.2    Poon, W.3
  • 24
    • 33750342687 scopus 로고    scopus 로고
    • On the merits of orthogonalizing powered and product terms: Implications for modeling interactions among latent variables
    • Little T. D.,Bovarid J. A.,Widaman K. F.On the merits of orthogonalizing powered and product terms: Implications for modeling interactions among latent variables.Structural Equation Modeling. 2006;13:497-519.
    • (2006) Structural Equation Modeling , vol.13 , pp. 497-519
    • Little, T.D.1    Bovarid, J.A.2    Widaman, K.F.3
  • 26
    • 0027670997 scopus 로고
    • Statistical difficulties of detecting interactions and moderator effects
    • McClelland G. H.,Judd C. M.Statistical difficulties of detecting interactions and moderator effects.Psychological Bulletin. 1993;114:376-390.
    • (1993) Psychological Bulletin , vol.114 , pp. 376-390
    • McClelland, G.H.1    Judd, C.M.2
  • 27
    • 0000872641 scopus 로고    scopus 로고
    • Invariance in measurement and prediction: Their relationship in the single-factor case
    • Millsap R. E.Invariance in measurement and prediction: Their relationship in the single-factor case.Psychological Methods. 1997;2:248-260.
    • (1997) Psychological Methods , vol.2 , pp. 248-260
    • Millsap, R.E.1
  • 28
    • 0032221575 scopus 로고    scopus 로고
    • Group differences in regression intercepts: Implications for factorial invariance
    • Millsap R. E.Group differences in regression intercepts: Implications for factorial invariance.Multivariate Behavioral Research. 1998;33:403-424.
    • (1998) Multivariate Behavioral Research , vol.33 , pp. 403-424
    • Millsap, R.E.1
  • 29
    • 39149122847 scopus 로고    scopus 로고
    • Invariance in measurement and prediction revisited
    • Millsap R. E.Invariance in measurement and prediction revisited.Psychometrika. 2007;72:461-473.
    • (2007) Psychometrika , vol.72 , pp. 461-473
    • Millsap, R.E.1
  • 31
    • 0035458887 scopus 로고    scopus 로고
    • Moderated multiple regression for interactions involving categorical variables: A statistical control for heterogeneous variance across two groups
    • Overton R. C.Moderated multiple regression for interactions involving categorical variables: A statistical control for heterogeneous variance across two groups.Psychological Methods. 2001;6:218-233.
    • (2001) Psychological Methods , vol.6 , pp. 218-233
    • Overton, R.C.1
  • 32
    • 0031329798 scopus 로고    scopus 로고
    • Scale reliability, Cronbach's coefficient alpha, and violations of essential tau-equivalence with fixed congeneric components
    • Raykov T.Scale reliability, Cronbach's coefficient alpha, and violations of essential tau-equivalence with fixed congeneric components.Multivariate Behavioral Research. 1997;32:329-353.
    • (1997) Multivariate Behavioral Research , vol.32 , pp. 329-353
    • Raykov, T.1
  • 33
    • 0035530480 scopus 로고    scopus 로고
    • Bias of coefficient alpha for fixed congeneric measures with correlated errors
    • Raykov T.Bias of coefficient alpha for fixed congeneric measures with correlated errors.Applied Psychological Measurement. 2001;25:69-76.
    • (2001) Applied Psychological Measurement , vol.25 , pp. 69-76
    • Raykov, T.1
  • 34
    • 0000044007 scopus 로고
    • A maximum likelihood solution to the errors in variables and errors in equations model
    • Rock D. A.,Werts C. E.,Linn R. L.,Joreskog K. G.A maximum likelihood solution to the errors in variables and errors in equations model.Multivariate Behavioral Research. 1977;12:187-197.
    • (1977) Multivariate Behavioral Research , vol.12 , pp. 187-197
    • Rock, D.A.1    Werts, C.E.2    Linn, R.L.3    Joreskog, K.G.4
  • 35
    • 2342616726 scopus 로고    scopus 로고
    • College performance predictions and the SAT
    • Rothstein J. M.College performance predictions and the SAT.Journal of Econometrics. 2004;121:297-317.
    • (2004) Journal of Econometrics , vol.121 , pp. 297-317
    • Rothstein, J.M.1
  • 36
    • 0026877755 scopus 로고
    • Moderated regression analysis and Likert scales: Too coarse for comfort
    • Russell C. J.,Bobko P.Moderated regression analysis and Likert scales: Too coarse for comfort.Journal of Applied Psychology. 1992;77:336-342.
    • (1992) Journal of Applied Psychology , vol.77 , pp. 336-342
    • Russell, C.J.1    Bobko, P.2
  • 37
    • 0141640975 scopus 로고    scopus 로고
    • Beyond alpha: An empirical examination of the effects of different sources of measurement error on reliability estimates for measures of individual differences constructs
    • Schmidt F. L.,Le H.,Ilies R.Beyond alpha: An empirical examination of the effects of different sources of measurement error on reliability estimates for measures of individual differences constructs.Psychological Methods. 2003;8:206-224.
    • (2003) Psychological Methods , vol.8 , pp. 206-224
    • Schmidt, F.L.1    Le, H.2    Ilies, R.3
  • 39
    • 65349131781 scopus 로고    scopus 로고
    • Detection of interactions between a dichotomous moderator and a continuous predictor in moderated multiple regression with heterogeneous error variance
    • Shieh G.Detection of interactions between a dichotomous moderator and a continuous predictor in moderated multiple regression with heterogeneous error variance.Behavior Research Methods. 2009;41:61-74.
    • (2009) Behavior Research Methods , vol.41 , pp. 61-74
    • Shieh, G.1
  • 40
    • 61449213998 scopus 로고    scopus 로고
    • On the use, the misuse, and very limited usefulness of Cronbach's alpha
    • Sijtsma K.On the use, the misuse, and very limited usefulness of Cronbach's alpha.Psychometrika. 2009;74:107-120.
    • (2009) Psychometrika , vol.74 , pp. 107-120
    • Sijtsma, K.1
  • 41
    • 0001126950 scopus 로고
    • An alternative to the methodology for analysis of covariance
    • Sorbom D.An alternative to the methodology for analysis of covariance.Psychometrika. 1978;43:381-396.
    • (1978) Psychometrika , vol.43 , pp. 381-396
    • Sorbom, D.1
  • 42
    • 0029411777 scopus 로고
    • Stereotype threat and the intellectual test performance of African Americans
    • Steele C. M.,Aronson J.Stereotype threat and the intellectual test performance of African Americans.Journal of Personality and Social Psychology. 1995;69:797-811.
    • (1995) Journal of Personality and Social Psychology , vol.69 , pp. 797-811
    • Steele, C.M.1    Aronson, J.2
  • 43
    • 0001427646 scopus 로고
    • A series of lower bounds to the reliability of a test
    • Ten Berge J. M. F.,Zegers F. E.A series of lower bounds to the reliability of a test.Psychometrika. 1978;43:575-579.
    • (1978) Psychometrika , vol.43 , pp. 575-579
    • Ten Berge, J.M.F.1    Zegers, F.E.2
  • 45
    • 41549095465 scopus 로고    scopus 로고
    • Commingled samples: A neglected source of bias in reliability analysis
    • Waller N. G.Commingled samples: A neglected source of bias in reliability analysis.Applied Psychological Measurement. 2008;32:211-223.
    • (2008) Applied Psychological Measurement , vol.32 , pp. 211-223
    • Waller, N.G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.