| Автор | Medsker, Gina, J. |
| Автор | Williams, Larry, J. |
| Автор | Holahan, Patricia, J. |
| Дата выпуска | 1994 |
| dc.description | This paper reviews the literature on structural model evaluation. It discusses the use of fit indices, the influential work of James, Mulaik, and Brett (19821, with emphasis on their prescriptions for model assessment, and recent developments in model evaluation presented since James et al. It then analyzes current modeling practices to determine how well evaluation techniques are being applied. Although modeling practices have improved since an earlier review (James & James, 19891, several problems remain. Suggestions are made for improving model evaluation. |
| Издатель | Sage Publications |
| Название | A Review of Current Practices for Evaluating Causal Models in Organizational Behavior and Human Resources Management Research |
| Тип | Journal Article |
| DOI | 10.1177/014920639402000207 |
| Print ISSN | 0149-2063 |
| Журнал | Journal of Management |
| Том | 20 |
| Первая страница | 439 |
| Последняя страница | 464 |
| Аффилиация | Medsker, Gina, J., University of Miami |
| Аффилиация | Williams, Larry, J., Purdue University |
| Аффилиация | Holahan, Patricia, J., Stevens Institute of Technology |
| Выпуск | 2 |
| Библиографическая ссылка | Akaike, H. (1987). Factor analysis and AIC. Psychometrika, 52: 317-332. |
| Библиографическая ссылка | Anderson, J. C. & Gerbing, D. W. (1984). The effect of sampling error on convergence, improper solutions, and goodness-of-fit indices for maximum likelihood confirmatory factor analysis. Psychometrika, 49: 155-173. |
| Библиографическая ссылка | Anderson, J. C. & Gerbing, D. W. (1988). Structural equation modeling in practice: A review and recommended two-step approach. Psychological Bulletin, 103: 411-423. |
| Библиографическая ссылка | Anderson, S. E. & Williams, L. J. (1992). Assumptions about unmeasured variables with studies of reciprocal relationships: The case of employee attitudes. Journal of Applied Psychology, 77: 638-650. |
| Библиографическая ссылка | Bearden, W. O., Sharma, S. & Teel, J. E. (1982). Sample size effects on chi-square and other statistics used in evaluating causal models. Journal of Marketing Research, 19: 425-430. |
| Библиографическая ссылка | Bentler, P. M. (1985). Theory and implementation of EQS: A structural equations program. Los Angeles: BMDP Statistical Software. |
| Библиографическая ссылка | Bentler, P. M. (1989). E&S structural equations program manual. Los Angeles: BMDP Statistical Software. |
| Библиографическая ссылка | Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 207: 238-246. |
| Библиографическая ссылка | Bentler, P. M. & Bonnett, D. G. (1980). Significance tests and goodness of lit in the analysis of covariance structures. Psychological Bulletin, 88: 588-606. |
| Библиографическая ссылка | Bentler, P. M. & Chou, C. (1987). Practical issues in structural modeling. Sociological Methods and Research, 16: 78-117. |
| Библиографическая ссылка | Bollen, K. A. (1989). A new incremental tit index for general structural equation models. Sociological Methods and Research, 17: 303-316. |
| Библиографическая ссылка | Bollen, K. A. (1990). Overall fit in covariance structure models: Two types of sample size effects. Psychological Bulletin, 107: 256-259. |
| Библиографическая ссылка | Bollen, K. & Lennox, R. (1991). Conventional wisdom on measurement: A structural equation perspective. Psychological Bulletin, 110: 305-314. |
| Библиографическая ссылка | Boomsma, A. (1982). The robustness of LISREL against small sample sizes in factor analysis models. Pp. 149-173 in K. G. Joreskog & H. Wold (Eds.), Systems under indirect observation: Causality, structure, prediction, Part 1. Amsterdam: North-Holland Publishing. |
| Библиографическая ссылка | Boomsma, A. (1985). Nonconvergence, improper solutions, and starting values in LISREL maximum likelihood estimation. Psychometrika, 50: 229-242. |
| Библиографическая ссылка | Carmines, E. G. & Mclver, J. P. (1981). Analyzing models with unobservable variables. Pp. 65-115 in G. W. Bohrnstedt & E. F. Borgatta (Eds.), Social measurement: Current issues. Beverly Hills: Sage. |
| Библиографическая ссылка | Chou, C.-P. & Bentler, P. M. (1990). Model modification in covariance structure modeling: A comparison among likelihood ratio, Lagrange Multiplier, and Wald tests. Multivariate Behavioral Research, 25: 115-136. |
| Библиографическая ссылка | Cliff, N. (1983). Some cautions concerning the application of causal modeling methods. Multivariate Behavioral Research, 18: 115-126. |
| Библиографическая ссылка | Cohen, P., Cohen, J., Teresi, J., Marchi, M. & Velez, C. N. (1990). Problems in the measurement of latent variables in structural equations causal models. Applied Psychological Measurement14: 183-196. |
| Библиографическая ссылка | Cudeck, R. (1989). Analysis of correlation matrices using covariance structure models. Psychological Bulletin, 105: 317-327. |
| Библиографическая ссылка | Cuttance, P. (1987). Issues and problems in the application of structural equation models. In P. Cuttance & R. Ecob (Eds.), Structural modeling by example. New York: Cambridge University Press. |
| Библиографическая ссылка | Earley, P. C. & Lituchy, T. R. (1991). Delineating goal and efficacy effects: A test of three models. Journal of Applied Psychology, 76: 81-98. |
| Библиографическая ссылка | Farh, J. L. & Dobbins, Cl. H. (1989). Effects of self-esteem on leniency bias in self-reports of performance: A structural equation model analysis. Personnel Psychology, 42: 835-850. |
| Библиографическая ссылка | Fornell, C. & Larcker, D. F. (1981). Evaluating structural equation models with observable variables and measurement error. Journal of Marketing Research, 18: 39-50. |
| Библиографическая ссылка | Gerbing, D. W. & Anderson, J. C. (1992). Monte Carlo evaluations of goodness of fit indices for structural equation models. Sociological Methods and Research, 21: 132-160. |
| Библиографическая ссылка | Coffin, R. D. (1993). A comparison of two new indices for the assessment of fit of structural equation models. Multivariate Behavioral Research, 28: 205-214. |
| Библиографическая ссылка | Graves, L. M. & Powell, Cl. N. (1988). An investigation of sex discrimination in recruiters’ evaluations of actual applicants. Journal of Applied Psychology, 73: 20-29. |
| Библиографическая ссылка | Harris, M. M. & Schaubroeck, J. (1990). Confirmatory modeling in organizational behavior/human resource management: Issues and applications. Journal of Management, 16: 337-360. |
| Библиографическая ссылка | Horn, P. W. & Griffeth, R. W. (1991). Structural equations modeling test of a turnover theory: Cross-sectional and longitudinal analysis. Journal of Applied Psychology, 76: 350-366. |
| Библиографическая ссылка | James, L. R. & Brett, J. M. (1984). Mediators, moderators, and tests for mediation. Journal of Applied Psychology, 69: 307-321. |
| Библиографическая ссылка | James, L. R. & James, L. A. (1989). Causal modeling in organizational research. Pp. 371-404 in C. L. Cooper & I. Robertson (Eds.): International review of industrial and organizational psychology. New York: John Wiley. |
| Библиографическая ссылка | James, L. R., Mulaik, S. A. & Brett, J. M. (1982). Causal analysis: Assumptions, models, and data. Beverly Hills: Sage. |
| Библиографическая ссылка | Joreskog, K. G. (1969). A general approach to confirmatory maximum likelihood factor analysis. Psychometrika, 34: 183-202. |
| Библиографическая ссылка | Joreskog, K. G. & Sorbom, D. (1989). Lisrel7: A guide to the program and applications, 2nd ed.Chicago: SPSS. |
| Библиографическая ссылка | Kaplan, D. (1988). The impact of specification error on the estimation, testing, and improvement of structural equation models. Multivariate Behavioral Research, 23: 69-86. |
| Библиографическая ссылка | Kaplan, D. (1989). Model modification in covariance structure analysis: Application of the expected parameter change statistic. Multivariate Behavioral Research, 24: 285-305. |
| Библиографическая ссылка | Kaplan, D. (1990). Evaluating and modifying covariance structure models: A review and recommendation. Multivariate Behavioral Research, 25: 137-155. |
| Библиографическая ссылка | Kumar, A. & Dillon, W. R. (1990). On the use of confirmatory measurement models in the analysis of multiple-informant reports. Journal of Marketing Research, 27: 102-111. |
| Библиографическая ссылка | La Du, T. J. & Tanaka, J. S. (1989). Influence of sample size, estimation method, and model specification on goodness-of-fit assessments in structural equation models. Journal of Applied Psychology, 74: 625-635. |
| Библиографическая ссылка | Long, J. S. (1983a). Confirmatory factor analysis: A preface to LISREL. Beverly Hills: Sage. |
| Библиографическая ссылка | Long, J. S. (1983b). Covariance structure models: An introduction of LZSREL. Beverly Hills: Sage. |
| Библиографическая ссылка | Mac&hum, R. C. (1986). Specification searches in covariance structure modeling. Psychological Bulletin, 100: 107-120. |
| Библиографическая ссылка | MacCallum, R. C. & Browne, M. W. (1993). The use of causal indicators in covariance structure models: Some practical issues. Psychological Bulletin, 114: 533-541, |
| Библиографическая ссылка | MacCallum, R. C., Roznowski, M. & Necowitz, L. B. (1992). Model modifications in covariance structure analysis: The problem of capitalization on chance. Psychological Bulletin, 111: 490-504. |
| Библиографическая ссылка | Marsh, H. W. (1989). Confirmatory factor analyses. In J.P. Keeves (Ed.), Educational research methodology, measurement, and evaluation: An international handbook. Oxford: Pergamon Press. |
| Библиографическая ссылка | Marsh, H. W. & Bailey, M. (1991). Confirmatory factor analyses of multritrait-multimethod data: A comparison of alternative models. Applied Psychological Measurement, 15: 47-70. |
| Библиографическая ссылка | Marsh, H. W., Balla, J. R. & McDonald, R. P. (1988). Goodness-of-fit indices in confirmatory factor analysis: The effect of sample size. Psychological Bulletin, 103: 391-410. |
| Библиографическая ссылка | Marsh. H. W. & Hocevar. D. (1985). Applications of confirmatory factor analysis to the study of self-concept: First-and higher order factor models and their invariance across groups. Psychological Bulletin, 97: 562-582. |
| Библиографическая ссылка | McDonald, R. P. & Marsh, H. W. (1990). Choosing a multivariate model: Noncentrality and goodness of fit. Psychological Bulletin, 107: 247-255. |
| Библиографическая ссылка | Miceli, M. P., Jung, I., Near, J. P. & Greenberger, D. B. (1991). Predictors and outcomes of reactions to pay-for-performance plans. Journal of Applied Psychology, 76: 508-521. |
| Библиографическая ссылка | Mulaik, S. A., James, L. R., Van Alstine, J., Bennett, N., Lind, S. & Stillwell, C. D. (1989). An evaluation of goodness-of-fit indices for structural equation models. Psychological Bulletin, 105: 430-445. |
| Библиографическая ссылка | Podsakoff, P. M., Williams, L. J. & Todor, W. D. (1986). Effects of organizational formalization on alienation among professionals and nonprofessionals. Academy of Management Journal, 29: 820-831. |
| Библиографическая ссылка | Steiger, J. H. (1988). Aspects of person-machine communication in structural modeling of correlations and covariances. Multivariate Behavioral Research, 23: 281-290. |
| Библиографическая ссылка | Steiger, J. H. (1990). Structural mode1 evaluation and modification: An interval estimation approach. Multivariate Behavioral Research, 25: 173-180. |
| Библиографическая ссылка | Steiger, J. H., Shapiro, A. & Browne, M. W. (1985). On the multivariate asymptotic distribution of sequential chi-square statistics. Psychometrika, 50: 253-264. |
| Библиографическая ссылка | Tanaka, J. S. & Huba, G. J. (1985). A fit index for covariance structure models under arbitrary GLS estimation. British Journal of Mathematical and Statistical Psychology, 38: 197-201. |
| Библиографическая ссылка | Tucker, L. & Lewis, C. (1973). A reliability coefficient for maximum likelihood factor analysis. Psychometrika, 38: 1-10. |
| Библиографическая ссылка | Watson, D. (1992). Correcting for acquiescent response bias in the absence of a balanced scale. Sociological Methods and Research, 21: 52-88. |
| Библиографическая ссылка | Wheaton, B. (1987). Assessment of tit in overidentified models with latent variables. Sociological Methods and Research, 16: 118-154. |
| Библиографическая ссылка | Wheaton, B., Muthen, B., Alwin, D. & Summers, G. (1977). Assessing reliability and stability in pane1 models. In D.R. Heise (Ed.), Sociological methodology 1977. San Francisco: Jossey-Bass. |
| Библиографическая ссылка | Williams, L. J. & Anderson, S. E. (1994). An alternative approach to method effects using latent variable models: Applications in organizational behavior research. Journal of Applied Psychology, 79: |
| Библиографическая ссылка | Williams, L. J., Anderson, S. E. & Williams, M. L. (1992). A comparison of two approaches to reverse coding effects with role stress measures. West Lafayette, IN: Krannert Graduate School of Management, Purdue University. |
| Библиографическая ссылка | Williams, L. J., Cote, J. A. & Buckley, M. R. (1989). Lack of method variance in self-reported affect and perceptions at work: Reality or artifact?Journal of Applied Psychology, 74: 462-468. |
| Библиографическая ссылка | Williams, L. J. & Holahan, P. J. In press. Parsimony fit indices for multiple indicator regression models: Do they work?Structural Equation Modeling: A Multidisciplinary Journal. |
| Библиографическая ссылка | Williams, L. J. & James, L. R. In press. Causal models in organizational behavior research: From path analysis to LISREL and beyond. In J. Greenberg (Ed.), Organizational behavior: Z’he state of the science. Hillsdale, NJ: Lawrence Erlbaum Associates. |
| Библиографическая ссылка | Williams, L. J. & Podsakoff, P. M. (1989). Longitudinal field methods for studying reciprocal relationships in organizational behavior research: Toward improved causal analysis. Pp. 247-292 in L.L Cummings & B.M. Staw (Eds.), Research in organizational behavior, Vol. 11: Greenwich, CT: JAI Press. |
| Библиографическая ссылка | Wise, L. L., McHenry, J. & Campbell, J.P. (1990). Identifying optimal predictor composites and testing for generalizability across jobs and performance factors. Personnel Psychology, 43: 355-366. |
