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題名:潛在調節徑路模型的模型設定
書刊名:教育研究與發展期刊
作者:陳淑萍鄭中平 引用關係
作者(外文):Chen, Shu-pingCheng, Chung-ping
出版日期:2011
卷期:7:4
頁次:頁1-24
主題關鍵詞:潛在交互作用調節徑路分析調節中介中介調節LISRELLatent interactionModerated path analysisMediated moderationModerated mediation
原始連結:連回原系統網址new window
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  • 被引用次數被引用次數:期刊(3) 博士論文(1) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:2
  • 共同引用共同引用:0
  • 點閱點閱:91
中介與調節效果是社會與行為科學中,用以設想現象的分析架構,Edwards與Lambert(2007)提出了調節路徑分析的一般性架構,同時考量中介與調節效果,而提出八種可能的模型。由於該架構基於迴歸分析,在測量誤差較大時可能影響係數估計,本研究建議將此架構推展至潛在變項的版本,而能利用結構方程模型處理測量誤差。八種模型中,基礎中介模型設定相當簡易,本研究則推導其中五種模型之模型設定與所需限制式,並提供包括基礎中介模型之六種模型之LISREL程式供使用,LISREL程式正確性則以模擬資料加以確認。
Mediation and moderation are two popular analytic frameworks for social and behavioral sciences. Edwards and Lambert (2007) proposed the moderated path analysis framework, which involves eight models, to incorporate mediation and moderation into a comprehensive framework. However, when there are considerable measurement errors, the above approach may lead to biased estimates since it is based on regression analysis. This study aims to extend the moderated path analysis framework into its latent variable version which is reformulated with structural equation models. By doing so, measurement errors can be taken into account. Besides the basic mediated model, model specification and associated constraints of five models are derived from the study. LISREL codes for the six models are also provided and their accuracy is demonstrated by simulated datasets.
期刊論文
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3.Klein, A. G.、Moosbrugger, H.(2000)。Maximum Likelihood Estimation of Latent Interaction Effects with the LMS Method。Psychometrika,65,457-474。  new window
4.Wall, M. M.、Amemiya, Y.(2001)。Generalized Appended Product Indicator Procedure for Nonlinear Structural Equation Analysis。Journal of Educational and Behavioral Statistics,26,1-29。  new window
5.MacKinnon, D. P.、Lockwood, C. M.、Hoffman, J. M.、West, S. G.、Sheets, V.(2002)。A Comparison of Methods to Test Mediation and Other Intervening Variables Effects。Psychological Methods,7(1),83-104。  new window
6.Little, T. D.、Bovaird, J. A.、Widaman, K. F.(2006)。On the Merits of Orthogonalizing Powered and Product Terms: Implications for Modeling Interactions among Latent Variables。Structural Equation Modeling: A Multidisciplinary Journal,13(4),497-519。  new window
7.Muthén, Bengt O.(1984)。A general structural equation model with dichotomous, ordered categorical, and continuous latent variable indicators。Psychometrika,49(1),115-132。  new window
8.Klein, A. G.、Muthén, B. O.(2007)。Quasi maximum likelihood estimation of structural equation models with multiple interaction and quadratic effects。Multivariate Behavioral Research,42(4),647-673。  new window
9.Bohrustedt, G. W.、Goldberger, A. S.(1969)。On the Exact Covariance of Products of Random Variables。Journal of The American Statistical Association,64,1439-1442。  new window
10.Baron, R. M.、Kenny, D. A.(198612)。The Moderator-Mediator Variable Distinction in Social Psychological Research: Conceptual, Strategic, and Statistical Considerations。Journal of Personality and Social Psychology,51(6),1173-1182。  new window
11.Fredrickson, B. L.、Larkin, G. R.、Waugh, C. E.、Tugade, M. M.(2003)。What good are positive emotions in crises? A prospectively study of resilience and emtions following the terrorist attacks on the United States on September 11th, 2001。Journal of Personality and Social Psychology,84(2),365-376。  new window
12.Kenny, D. A.、Judd, C. M.(1984)。Estimating the Nonlinear and Interactive Effects of Latent Variables。Psychological Bulletin,96(1),201-210。  new window
13.Marsh, H. W.、Wen, Z.、Hau, K. T.(2004)。Structural Equation Models of Latent Interactions: Evaluation of Alternative Estimation Strategies and Indicator Construction。Psychological Methods,9(3),275-300。  new window
14.Williams, L. J.、Edwards, J. R.、Vandenberg, R. J.(2003)。Recent advances in causal modeling methods for organizational and management research。Journal of Management,29(6),903-936。  new window
15.Lee, S. Y.、Zhu, H. T.(2000)。Statistical Analysis of Nonlinear Structural Equation Models with Continuous and Polytomous Data。British Journal of Mathematical and Statistical Psychology,53(2),209-232。  new window
16.Arminger, G.、Muthén, B. O.(1998)。A Bayesian Approach to Nnonlinear Latent Variable Models Using the Gibbs-Sampler and the Metropolis-Hastings Algorithm。Psychometrika,63,271-300。  new window
17.Edwards, Jeffrey R.、Lambert, Lisa Schurer(2007)。Methods for integrating moderation and mediation: A general analytical framework using moderated path analysis。Psychological Methods,12(1),1-22。  new window
18.Muller, Dominique、Judd, Charles M.、Yzerbyt, Vincent Y.(2005)。When moderation is mediated and mediation is moderated。Journal of Personality and Social Psychology,89(6),852-863。  new window
19.James, L. R.、Brett, J. M.(1984)。Mediators, moderators, and tests for mediation。Journal of Applied Psychology,69(2),307-321。  new window
20.Shrout, Patrick E.、Bolger, Niall(2002)。Mediation in experimental and nonexperimental studies: New procedures and recommendations。Psychological Methods,7(4),422-445。  new window
21.Holmbeck, G. N.(1997)。Toward terminological, conceptual, and statistical clarity in the study of mediators and moderators: Examples from the child-clinical and pediatric psychology literatures。Journal of consulting and clinical psychology,65(4),599-610。  new window
22.Preacher, Kristopher J.、Rucker, Derek D.、Hayes, Andrew F.(2007)。Addressing Moderated Mediation Hypotheses: Theory, Methods, and Prescriptions。Multivariate Behavioral Research,42(1),185-227。  new window
23.Little, Todd D.、Cunningham, William A.、Shahar, Golan、Widaman, Keith F.(2002)。To parcel or not to parcel: Exploring the question, weighing the merits。Structural Equation Modeling: A Multidisciplinary Journal,9(2),151-173。  new window
24.Bauer, D. J.(2005)。A semiparametric approach to modeling nonlinear relations among latent variables。Structural Equation Modeling,12,513-535。  new window
25.Lee, S. Y.、Zhu, H. T.(2002)。Maximum likelihood estimation of nonlinear structural equation models。Psychometrika,67,189-210。  new window
26.Lin, G.-C.、Wen, Z.、Marsh, H. W.、Lin, H.-S.(2010)。Structural equation models of latent interactions: clarification of orthogonalizing and double-mean centering strategies。Structural Equation Modeling,17,374-391。  new window
27.Saris, W. E.、Batista-Foguet, J. M.、Coenders, G.(2007)。Selection of indicators for the interaction term in structural equation models with Interaction。Quality & Quantity,41,55-72。  new window
28.Wall, M. M.、Amemiya, Y.(2000)。Estimation for polynomial structural equation models。Journal of the American Statistical Association,95,929-940。  new window
圖書
1.Joreskog, K. G.、Sorbom, D.(1993)。LISREL 8: User's Reference Guide。Chicago:Scientific Software。  new window
2.Edwards, J. R.(2008)。Seven deadly myths of testing moderation in organizational research。Statistical and methodological myths and urban legends: Received doctrine, verity, and fable in the organizational and social sciences。New York, NY。  new window
圖書論文
1.Jöreskog, K. G.、Wallentin, Fan Yang(1996)。Nonlinear structural equation models: The Kenny-Judd model with interaction effects。Advanced Structural Equation Modeling: Issues and Techniques。Lawrence Erlbaum。  new window
2.Schermelleh-Engel, K.、Klein, A.、Moosbrugger, H.(1998)。Estimating nonlinear effects using a latent moderated structural equations approach。Interaction and nonlinear effects in structural equation modeling。Mahwah, NJ:Lawrence Erlbaum Associates, Inc.。  new window
3.Marsh, H. W.、Wen, Z.、Hau, K. T.(2006)。Structural equation models of latent interaction and quadratic effects。Introduction to structural equation modeling: A second course。Mahwah, NJ:Erlbaum。  new window
4.Bandalos, D. L.、Finney, S. J.(2001)。Item parceling issues in structural equation modeling。New developments and techniques in structural equation modeling。Lawrence Erlbanm Association。  new window
 
 
 
 
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