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Volumn 41, Issue 4, 2012, Pages 630-670

Distinguishing Between Cross- and Cluster-Level Mediation Processes in the Cluster Randomized Trial

Author keywords

cluster randomized trial; contextual effect; mediation; multilevel models

Indexed keywords


EID: 84868105028     PISSN: 00491241     EISSN: 15528294     Source Type: Journal    
DOI: 10.1177/0049124112460380     Document Type: Article
Times cited : (79)

References (35)
  • 1
    • 84965736370 scopus 로고
    • The Analysis of Multi-Level Data in Educational Research and Evaluation
    • Burstein L.The Analysis of Multi-Level Data in Educational Research and Evaluation.Review of Research in Education. 1980;8:158-233.
    • (1980) Review of Research in Education , vol.8 , pp. 158-233
    • Burstein, L.1
  • 2
    • 0032388544 scopus 로고    scopus 로고
    • Functional Relations among Constructs in the Same Content Domain at Different Levels of Analysis: A Typology of Composition Models
    • Chan D.Functional Relations among Constructs in the Same Content Domain at Different Levels of Analysis: A Typology of Composition Models.Journal of Applied Psychology. 1998;83:234-46.
    • (1998) Journal of Applied Psychology , vol.83 , pp. 234-246
    • Chan, D.1
  • 3
    • 0003577917 scopus 로고
    • 2nd ed.Hillsdale, NJ: Lawrence Erlbaum Associates
    • Cohen J.Statistical Power Analysis for the Behavioral Sciences. 1988. Statistical Power Analysis for the Behavioral Sciences. 2nd ed.Hillsdale, NJ: Lawrence Erlbaum Associates.Hillsdale, NJ: Lawrence Erlbaum Associates; 1988.
    • (1988) Statistical Power Analysis for the Behavioral Sciences
    • Cohen, J.1
  • 5
    • 1442354585 scopus 로고    scopus 로고
    • Pitfalls and Controversies in Cluster Randomized Trials
    • Donner A.,Klar N.Pitfalls and Controversies in Cluster Randomized Trials.American Journal of Public Health. 2004;94:416-22.
    • (2004) American Journal of Public Health , vol.94 , pp. 416-422
    • Donner, A.1    Klar, N.2
  • 6
    • 34548463099 scopus 로고    scopus 로고
    • Centering Predictor Variables in Cross-Sectional Multilevel Models: A New Look at an Old Issue
    • Enders C. K.,Tofighi D.Centering Predictor Variables in Cross-Sectional Multilevel Models: A New Look at an Old Issue.Psychological Methods. 2007;12:121-38.
    • (2007) Psychological Methods , vol.12 , pp. 121-138
    • Enders, C.K.1    Tofighi, D.2
  • 7
    • 84925910790 scopus 로고
    • A Rule for Inferring Individual Level Relationships from Aggregate Data
    • Firebaugh G.A Rule for Inferring Individual Level Relationships from Aggregate Data.American Sociological Review. 1978;43:557-72.
    • (1978) American Sociological Review , vol.43 , pp. 557-572
    • Firebaugh, G.1
  • 8
  • 9
    • 57449083963 scopus 로고    scopus 로고
    • Modelling Measurement Errors and Category Misclassifications in Multilevel Models
    • Goldstein H.,Kounali D.,Robinson A.Modelling Measurement Errors and Category Misclassifications in Multilevel Models.Statistical Modelling. 2008;8:243-61.
    • (2008) Statistical Modelling , vol.8 , pp. 243-261
    • Goldstein, H.1    Kounali, D.2    Robinson, A.3
  • 10
    • 33748876160 scopus 로고    scopus 로고
    • Evaluating Kindergarten Retention Policy: A Case Study of Causal Inference for Multilevel Observational Data
    • Hong G.,Raudenbush S.W.Evaluating Kindergarten Retention Policy: A Case Study of Causal Inference for Multilevel Observational Data.Journal of the American Statistical Association. 2006;101:901-10.
    • (2006) Journal of the American Statistical Association , vol.101 , pp. 901-910
    • Hong, G.1    Raudenbush, S.W.2
  • 12
    • 84973815909 scopus 로고
    • Process Analysis: Estimating Mediation in Treatment Evaluations
    • Judd C. M.,Kenny D. A.Process Analysis: Estimating Mediation in Treatment Evaluations.Evaluation Review. 1981;5:602-19.
    • (1981) Evaluation Review , vol.5 , pp. 602-619
    • Judd, C.M.1    Kenny, D.A.2
  • 15
    • 0033175008 scopus 로고    scopus 로고
    • Multilevel Mediation Modeling in Group-Based Intervention Studies
    • Krull J. L.,MacKinnon D. P.Multilevel Mediation Modeling in Group-Based Intervention Studies.Evaluation Review. 1999;23:418-44.
    • (1999) Evaluation Review , vol.23 , pp. 418-444
    • Krull, J.L.1    MacKinnon, D.P.2
  • 16
    • 0035535604 scopus 로고    scopus 로고
    • Multilevel Modeling of Individual and Group Level Mediated Effects
    • Krull J. L.,MacKinnon D. P.Multilevel Modeling of Individual and Group Level Mediated Effects.Multivariate Behavioral Research. 2001;36:249-77.
    • (2001) Multivariate Behavioral Research , vol.36 , pp. 249-277
    • Krull, J.L.1    MacKinnon, D.P.2
  • 17
    • 48449087653 scopus 로고    scopus 로고
    • The Multilevel Latent Covariate Model: A New, More Reliable Approach to Group-Level Effects in Contextual Studies
    • Lüdtke O.,Marsh H.W.,Robitzsch A.,Trautwein U.,Asparouhov T.,Muthén B.The Multilevel Latent Covariate Model: A New, More Reliable Approach to Group-Level Effects in Contextual Studies.Psychological Methods. 2008;13:203-29.
    • (2008) Psychological Methods , vol.13 , pp. 203-229
    • Lüdtke, O.1    Marsh, H.W.2    Robitzsch, A.3    Trautwein, U.4    Asparouhov, T.5    Muthén, B.6
  • 19
    • 77951656763 scopus 로고    scopus 로고
    • Doubly-Latent Models of School Contextual Effects: Integrating Multilevel and Structural Equation Approaches to Control Measurement and Sampling Error
    • Marsh H. W.,Lüdtke O.,Robitzsch A.,Trautwein U.,Asparouhov T.,Muthén B.,Nagengast B.Doubly-Latent Models of School Contextual Effects: Integrating Multilevel and Structural Equation Approaches to Control Measurement and Sampling Error.Multivariate Behavioral Research. 2009;44:764-802.
    • (2009) Multivariate Behavioral Research , vol.44 , pp. 764-802
    • Marsh, H.W.1    Lüdtke, O.2    Robitzsch, A.3    Trautwein, U.4    Asparouhov, T.5    Muthén, B.6    Nagengast, B.7
  • 20
    • 45749115406 scopus 로고    scopus 로고
    • The Performance of Methods to Test Upper-Level Mediation in the Presence of Nonnormal Data
    • Pituch K. A.,Stapleton L. M.The Performance of Methods to Test Upper-Level Mediation in the Presence of Nonnormal Data.Multivariate Behavioral Research. 2008;43:237-67.
    • (2008) Multivariate Behavioral Research , vol.43 , pp. 237-267
    • Pituch, K.A.1    Stapleton, L.M.2
  • 22
    • 33845974845 scopus 로고    scopus 로고
    • A Comparison of Single Sample and Bootstrap Methods to Assess Mediation in Cluster Randomized Trials
    • Pituch K. A.,Stapleton L. M.,Kang J. Y.A Comparison of Single Sample and Bootstrap Methods to Assess Mediation in Cluster Randomized Trials.Multivariate Behavioral Research. 2006;41:367-400.
    • (2006) Multivariate Behavioral Research , vol.41 , pp. 367-400
    • Pituch, K.A.1    Stapleton, L.M.2    Kang, J.Y.3
  • 23
    • 44949168308 scopus 로고    scopus 로고
    • Asymptotic and Resampling Strategies for Assessing and Comparing Indirect Effects in Multiple Mediator Models
    • Preacher K. J.,Hayes A. F.Asymptotic and Resampling Strategies for Assessing and Comparing Indirect Effects in Multiple Mediator Models.Behavior Research Methods. 2008;40:879-91.
    • (2008) Behavior Research Methods , vol.40 , pp. 879-891
    • Preacher, K.J.1    Hayes, A.F.2
  • 24
    • 77956838713 scopus 로고    scopus 로고
    • A General Multilevel SEM Framework for Assessing Multilevel Mediation
    • Preacher K. J.,Zyphur M. J.,Zhang Z.A General Multilevel SEM Framework for Assessing Multilevel Mediation.Psychological Methods. 2010;15:209-33.
    • (2010) Psychological Methods , vol.15 , pp. 209-233
    • Preacher, K.J.1    Zyphur, M.J.2    Zhang, Z.3
  • 25
    • 84868154802 scopus 로고    scopus 로고
    • Bristol, England: Centre for Multilevel Modelling, University of Bristol
    • Preacher K. J.,Zyphur M. J.,Zhang Z.MLwiN Version 2.19. Bristol, England: Centre for Multilevel Modelling, University of Bristol; 2005:.
    • (2005) MLwiN Version 2.19
    • Preacher, K.J.1    Zyphur, M.J.2    Zhang, Z.3
  • 27
    • 58149417330 scopus 로고
    • Estimating Causal Effects of Treatments in Randomized and Nonrandomized Studies
    • Rubin D. B.Estimating Causal Effects of Treatments in Randomized and Nonrandomized Studies.Journal Educational Psychology. 1974;66:688-701.
    • (1974) Journal Educational Psychology , vol.66 , pp. 688-701
    • Rubin, D.B.1
  • 28
    • 0002531157 scopus 로고
    • Bayesian Inference for Causal Effects: The Role of Randomization
    • Rubin D. B.Bayesian Inference for Causal Effects: The Role of Randomization.Annals of Statistics. 1978;6:34-58.
    • (1978) Annals of Statistics , vol.6 , pp. 34-58
    • Rubin, D.B.1
  • 29
    • 0028049819 scopus 로고
    • The Fallacy of the Ecological Fallacy: The Potential Misuse of a Concept and the Consequences
    • Schwartz S.The Fallacy of the Ecological Fallacy: The Potential Misuse of a Concept and the Consequences.American Journal of Public Health. 1994;84:819-24.
    • (1994) American Journal of Public Health , vol.84 , pp. 819-824
    • Schwartz, S.1
  • 30
    • 77950545486 scopus 로고    scopus 로고
    • A Latent Cluster-Mean Approach to the Contextual Effects Model with Missing Data
    • Shin Y.,Raudenbush S. W.A Latent Cluster-Mean Approach to the Contextual Effects Model with Missing Data.Journal of Educational and Behavioral Statistics. 2010;35:26-53.
    • (2010) Journal of Educational and Behavioral Statistics , vol.35 , pp. 26-53
    • Shin, Y.1    Raudenbush, S.W.2
  • 31
    • 84868141288 scopus 로고    scopus 로고
    • Examining the Experimental Designs and Statistical Power o Group Randomized Trials Funded by the Institute of Education Sciences
    • Spybrook J.Examining the Experimental Designs and Statistical Power o Group Randomized Trials Funded by the Institute of Education Sciences.Dissertation Abstracts International. 2007;68 (10)
    • (2007) Dissertation Abstracts International , vol.68 , Issue.10
    • Spybrook, J.1
  • 32
    • 74349087924 scopus 로고    scopus 로고
    • An Examination of the Precision and Technical Accuracy of the First Wave of Group-Randomized Trials Funded by the Institute of Education Sciences
    • Spybrook J.,Raudenbush S. W.An Examination of the Precision and Technical Accuracy of the First Wave of Group-Randomized Trials Funded by the Institute of Education Sciences.Educational Evaluation and Policy Analysis. 2009;31:298-318.
    • (2009) Educational Evaluation and Policy Analysis , vol.31 , pp. 298-318
    • Spybrook, J.1    Raudenbush, S.W.2
  • 33
    • 42949106515 scopus 로고    scopus 로고
    • Ignorability and Stability Assumptions in Neighborhood Effects Research
    • VanderWeele T.Ignorability and Stability Assumptions in Neighborhood Effects Research.Statistics in Medicine. 2008;27:1934-43.
    • (2008) Statistics in Medicine , vol.27 , pp. 1934-1943
    • VanderWeele, T.1
  • 34
    • 77953797220 scopus 로고    scopus 로고
    • Direct and Indirect Effects for Neighborhood-Based Clustered and Longitudinal Data
    • VanderWeele T.Direct and Indirect Effects for Neighborhood-Based Clustered and Longitudinal Data.Sociological Methods & Research. 2010;38:515-44.
    • (2010) Sociological Methods & Research , vol.38 , pp. 515-544
    • VanderWeele, T.1
  • 35
    • 70350076901 scopus 로고    scopus 로고
    • Testing Multilevel Mediation Using Hierarchical Linear Models: Problems and Solutions
    • Zhang Z.,Zyphur M. J.,Preacher K. J.Testing Multilevel Mediation Using Hierarchical Linear Models: Problems and Solutions.Organizational Research Methods. 2009;12:695-719.
    • (2009) Organizational Research Methods , vol.12 , pp. 695-719
    • Zhang, Z.1    Zyphur, M.J.2    Preacher, K.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.