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Volumn 2, Issue 2, 2011, Pages 210-251

An SEM Perspective on Evaluating Mediation: What Every Clinical Researcher Needs to Know

Author keywords

Bayesian estimation; bootstrap; effect ratio; experimental design; mediated moderation; Mediation; mediational analysis; moderated mediation; structural equation modeling

Indexed keywords


EID: 84866330926     PISSN: None     EISSN: 20438087     Source Type: Journal    
DOI: 10.5127/jep.010410     Document Type: Article
Times cited : (76)

References (53)
  • 1
    • 78649906323 scopus 로고    scopus 로고
    • On making causal claims: A review and recommendations
    • &
    • Antonakis J., Bendahan S., Jacquart P., & Lalive R. (2010). On making causal claims: A review and recommendations. Leadership Quarterly, 21, 1086–1120. doi: 10.1016/j.leaqua.2010.10.010
    • (2010) Leadership Quarterly , vol.21 , pp. 1086-1120
    • Antonakis, J.1    Bendahan, S.2    Jacquart, P.3    Lalive, R.4
  • 2
    • 0003724995 scopus 로고    scopus 로고
    • Chicago, Amos Development Corporation
    • Arbuckle J. (2009). Amos 18 User's Guide. Chicago: Amos Development Corporation.
    • (2009) Amos 18 User's Guide
    • Arbuckle, J.1
  • 3
    • 0023020183 scopus 로고
    • The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations
    • &
    • Baron R. M., & Kenny D. A. (1986). The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51, 1173–1182. doi: 10.1037/0022-3514.51.6.1173
    • (1986) Journal of Personality and Social Psychology , vol.51 , pp. 1173-1182
    • Baron, R.M.1    Kenny, D.A.2
  • 5
    • 0029781341 scopus 로고    scopus 로고
    • Hypnotic amnesia and the paradox of intentional forgetting
    • &
    • Bowers K. S., & Woody E. Z. (1996). Hypnotic amnesia and the paradox of intentional forgetting. Journal of Abnormal Psychology, 105, 381–390. doi: 10.1037/0021-843X.105.3.381
    • (1996) Journal of Abnormal Psychology , vol.105 , pp. 381-390
    • Bowers, K.S.1    Woody, E.Z.2
  • 8
    • 0344181470 scopus 로고    scopus 로고
    • Testing mediation with longitudinal data: Questions and tips in the use of structural equation modeling
    • &
    • Cole D. A., & Maxwell S. E. (2003). Testing mediation with longitudinal data: Questions and tips in the use of structural equation modeling. Journal of Abnormal Psychology, 112, 558–577. doi: 10.1037/0021-843X.112.4.558
    • (2003) Journal of Abnormal Psychology , vol.112 , pp. 558-577
    • Cole, D.A.1    Maxwell, S.E.2
  • 11
    • 34247234116 scopus 로고    scopus 로고
    • Methods for integrating moderation and mediation: A general analytical framework using moderated path analysis
    • &
    • Edwards J. R., & Lambert L. S. (2007). Methods for integrating moderation and mediation: A general analytical framework using moderated path analysis. Psychological Methods, 12, 1–22. doi: 10.1037/1082-989X.12.1.1
    • (2007) Psychological Methods , vol.12 , pp. 1-22
    • Edwards, J.R.1    Lambert, L.S.2
  • 12
    • 33847179367 scopus 로고    scopus 로고
    • Required sample size to detect the mediated effect
    • &
    • Fritz M. S., & MacKinnon D. P. (2007). Required sample size to detect the mediated effect. Psychological Science, 18, 233–239. doi: 10.1111/j.1467-9280.2007.01882.x
    • (2007) Psychological Science , vol.18 , pp. 233-239
    • Fritz, M.S.1    MacKinnon, D.P.2
  • 13
    • 0039400947 scopus 로고
    • The possibility of psychological knowledge: A hermeneutic inquiry
    • Albany, State University of New York Press., &, (Eds.), (., –
    • Gergen K. J. (1989). The possibility of psychological knowledge: A hermeneutic inquiry. In Packer M. J., & Addison R. B. (Eds.), Entering the circle: Hermeneutic investigation in psychology (pp. 239–258). Albany: State University of New York Press.
    • (1989) Entering the circle: Hermeneutic investigation in psychology , pp. 239-258
    • Gergen, K.J.1    Packer, M.J.2    Addison, R.B.3
  • 14
    • 85203384500 scopus 로고    scopus 로고
    • University of Waterloo, Waterloo, Ontario, (, May)., The Third Annual Ziva Kunda Memorial Lecture
    • Gilovich T. (2009, May). Where the mind goes. The Third Annual Ziva Kunda Memorial Lecture, University of Waterloo, Waterloo, Ontario.
    • (2009) Where the mind goes
    • Gilovich, T.1
  • 16
    • 0029147339 scopus 로고
    • Does counter-pain imagery mediate hypnotic analgesia?
    • &
    • Hargadon R., Bowers K. S., & Woody E. Z. (1995). Does counter-pain imagery mediate hypnotic analgesia? Journal of Abnormal Psychology, 104, 508–516. doi: 10.1037/0021-843X.104.3.508
    • (1995) Journal of Abnormal Psychology , vol.104 , pp. 508-516
    • Hargadon, R.1    Bowers, K.S.2    Woody, E.Z.3
  • 17
    • 77955913760 scopus 로고    scopus 로고
    • Quantifying and testing indirect effects in simple mediation models when the constituent paths are nonlinear
    • &
    • Hayes A. F., & Preacher K. J. (2010). Quantifying and testing indirect effects in simple mediation models when the constituent paths are nonlinear. Multivariate Behavioral Research, 45, 627–660. doi: 10.1080/00273171.2010.498290
    • (2010) Multivariate Behavioral Research , vol.45 , pp. 627-660
    • Hayes, A.F.1    Preacher, K.J.2
  • 18
    • 0016627326 scopus 로고
    • Restrained and unrestrained eating
    • &
    • Herman C. P., & Mack D. (1975). Restrained and unrestrained eating. Journal of Personality, 43, 647–660. doi: 10.1111/j.1467-6494.1975.tb00727.x
    • (1975) Journal of Personality , vol.43 , pp. 647-660
    • Herman, C.P.1    Mack, D.2
  • 19
    • 0001997964 scopus 로고
    • Restrained eating
    • London, W.B. Saunders., &, (Ed.), (., –
    • Herman C. P., & Polivy J. (1980). Restrained eating. In Stunkard A. J. (Ed.), Obesity (pp. 208–225). London: W.B. Saunders.
    • (1980) Obesity , pp. 208-225
    • Herman, C.P.1    Polivy, J.2    Stunkard, A.J.3
  • 20
    • 0039449097 scopus 로고
    • The specification of equivalent models before the collection of data
    • Thousand Oaks, CA, Sage, &, (Eds.), (., –
    • Herschberger S. L. (1994). The specification of equivalent models before the collection of data. In von Eye A., & Clogg C. C. (Eds.), Latent variables analysis (pp. 68–105). Thousand Oaks, CA: Sage.
    • (1994) Latent variables analysis , pp. 68-105
    • Herschberger, S.L.1    von Eye, A.2    Clogg, C.C.3
  • 21
    • 0000808962 scopus 로고
    • Mediators, moderators and tests for mediation
    • &
    • James L. R., & Brett J. M. (1984). Mediators, moderators and tests for mediation. Journal of Applied Psychology, 69, 307–321. doi: 10.1037/0021-9010.69.2.307
    • (1984) Journal of Applied Psychology , vol.69 , pp. 307-321
    • James, L.R.1    Brett, J.M.2
  • 22
    • 84973815909 scopus 로고
    • Process analysis: Estimating mediation in treatment evaluations
    • &
    • Judd C. M., & Kenny D. A. (1981). Process analysis: Estimating mediation in treatment evaluations. Evaluation Review, 5, 602–619. doi: 10.1177/0193841X8100500502
    • (1981) Evaluation Review , vol.5 , pp. 602-619
    • Judd, C.M.1    Kenny, D.A.2
  • 23
    • 0001639661 scopus 로고    scopus 로고
    • Data analysis in social psychology: Recent and recurring issues
    • New York, Wiley, &, &,., (., –
    • Judd C. M., & Kenny D. A. (2010). Data analysis in social psychology: Recent and recurring issues. In Fiske S. T., Gilbert D. T., & Lindzey G., Handbook of social psychology, vol. 1 (pp. 115–139). New York: Wiley.
    • (2010) Handbook of social psychology , vol.1 , pp. 115-139
    • Judd, C.M.1    Kenny, D.A.2    Fiske, S.T.3    Gilbert, D.T.4    Lindzey, G.5
  • 25
    • 0001986075 scopus 로고
    • The interplay of research design strategies and data analysis procedures in evaluating the effects of stress on health
    • New York, Wiley., &, (Eds.), (., –
    • Kessler R. C. (1987). The interplay of research design strategies and data analysis procedures in evaluating the effects of stress on health. In Kasl S. V., & Cooper C. L. (Eds.), Stress and health: Issues in research methodology (pp. 113–140). New York: Wiley.
    • (1987) Stress and health: Issues in research methodology , pp. 113-140
    • Kessler, R.C.1    Kasl, S.V.2    Cooper, C.L.3
  • 26
    • 43049131122 scopus 로고    scopus 로고
    • How and why criteria defining moderators and mediators differ between the Baron & Kenny and MacArthur approaches
    • &
    • Kraemer H. C., Kiernan M., Essex M., & Kupfer D. J. (2008). How and why criteria defining moderators and mediators differ between the Baron & Kenny and MacArthur approaches. Health Psychology, 27, S101–S108.
    • (2008) Health Psychology , vol.27 , pp. S101-S108
    • Kraemer, H.C.1    Kiernan, M.2    Essex, M.3    Kupfer, D.J.4
  • 28
    • 0000588232 scopus 로고
    • A simple rule for generating equivalent models in covariance structure modeling
    • &
    • Lee S., & Herschberger S. L. (1990). A simple rule for generating equivalent models in covariance structure modeling. Multivariate Behavioral Research, 25, 313–334.
    • (1990) Multivariate Behavioral Research , vol.25 , pp. 313-334
    • Lee, S.1    Herschberger, S.L.2
  • 29
    • 0014331116 scopus 로고
    • Statistical significance in psychological research
    • Lykken D. T. (1968). Statistical significance in psychological research. Psychological Bulletin, 70, 151–159. doi: 10.1037/h0026141
    • (1968) Psychological Bulletin , vol.70 , pp. 151-159
    • Lykken, D.T.1
  • 30
    • 0027636564 scopus 로고
    • The problem of equivalent models in applications of covariance structure analysis
    • &
    • MacCallum R. C., Wegener D. T., Uchino B. N., & Fabrigar L. R. (1993). The problem of equivalent models in applications of covariance structure analysis. Psychological Bulletin, 114, 185–199. doi: 10.1037/0033-2909.114.1.185
    • (1993) Psychological Bulletin , vol.114 , pp. 185-199
    • MacCallum, R.C.1    Wegener, D.T.2    Uchino, B.N.3    Fabrigar, L.R.4
  • 33
    • 85035930668 scopus 로고    scopus 로고
    • A comparison of methods to test mediation and other intervening variable effects
    • &
    • 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 variable effects. Psychological Methods, 7, 83–104. doi: 10.1037/1082-989X.7.1.83
    • (2002) Psychological Methods , vol.7 , pp. 83-104
    • MacKinnon, D.P.1    Lockwood, C.M.2    Hoffman, J.M.3    West, S.G.4    Sheets, V.5
  • 34
    • 3042811867 scopus 로고    scopus 로고
    • Confidence limits for the indirect effect: Distribution of the product and resampling methods
    • &
    • MacKinnon D. P., Lockwood C. M., & Williams J. (2004). Confidence limits for the indirect effect: Distribution of the product and resampling methods. Multivariate Behavioral Research, 39, 99–128. doi: 10.1207/s15327906mbr3901_4
    • (2004) Multivariate Behavioral Research , vol.39 , pp. 99-128
    • MacKinnon, D.P.1    Lockwood, C.M.2    Williams, J.3
  • 35
    • 34247192113 scopus 로고    scopus 로고
    • Bias in cross-sectional analyses of longitudinal mediation
    • &
    • Maxwell S. E., & Cole D. A. (2007). Bias in cross-sectional analyses of longitudinal mediation. Psychological Methods, 12, 23–44. doi: 10.1037/1082-989X.12.1.23
    • (2007) Psychological Methods , vol.12 , pp. 23-44
    • Maxwell, S.E.1    Cole, D.A.2
  • 36
    • 0011832302 scopus 로고    scopus 로고
    • Latent difference score structural models for linear dynamic analyses with incomplete longitudinal data
    • Washington, DC, American Psychological Association., &, &, (Eds.), (., –
    • McArdle J. J., & Hamagami F. (2001). Latent difference score structural models for linear dynamic analyses with incomplete longitudinal data. In Collins L. M., & Sayer A. G. (Eds.), New methods for the analysis of change (pp. 137–175). Washington, DC: American Psychological Association. doi: 10.1037/10409-005
    • (2001) New methods for the analysis of change , pp. 137-175
    • McArdle, J.J.1    Hamagami, F.2    Collins, L.M.3    Sayer, A.G.4
  • 37
    • 27244462319 scopus 로고
    • Appraising and amending theories: The strategy of Lakatosian defense and two principles that warrant it
    • Meehl P. E. (1990). Appraising and amending theories: The strategy of Lakatosian defense and two principles that warrant it. Psychological Inquiry, 1, 108–141. doi: 10.1207/s15327965pli0102_1
    • (1990) Psychological Inquiry , vol.1 , pp. 108-141
    • Meehl, P.E.1
  • 39
    • 85203400588 scopus 로고    scopus 로고
    • &, Paper presented at the 11th Annual Meeting for the Society for Personality and Social Psychology, Las Vegas, Nevada
    • Muller D., Yzerbyt V., & Judd C. M. (2010). Can a variable be both a mediator and a moderator? Paper presented at the 11th Annual Meeting for the Society for Personality and Social Psychology, Las Vegas, Nevada.
    • (2010) Can a variable be both a mediator and a moderator?
    • Muller, D.1    Yzerbyt, V.2    Judd, C.M.3
  • 41
    • 44949168308 scopus 로고    scopus 로고
    • Asymptotic and resampling procedures for assessing and comparing indirect effects in multiple mediator models
    • &
    • Preacher K. J., & Hayes A. F. (2008). Asymptotic and resampling procedures for assessing and comparing indirect effects in multiple mediator models. Behavior Research Methods, 40, 879–891. doi: 10.3758/BRM.40.3.879
    • (2008) Behavior Research Methods , vol.40 , pp. 879-891
    • Preacher, K.J.1    Hayes, A.F.2
  • 42
    • 34547179995 scopus 로고    scopus 로고
    • Addressing moderated mediation hypotheses: Theory, methods, and prescriptions
    • &
    • Preacher K. J., Rucker D. D., & Hayes A. F. (2007). Addressing moderated mediation hypotheses: Theory, methods, and prescriptions. Multivariate Behavioral Research, 42, 185–227.
    • (2007) Multivariate Behavioral Research , vol.42 , pp. 185-227
    • Preacher, K.J.1    Rucker, D.D.2    Hayes, A.F.3
  • 43
    • 77956838713 scopus 로고    scopus 로고
    • A general multilevel SEM framework for assessing multilevel mediation
    • &
    • Preacher K. J., Zyphur M. J., & Zhang Z. (2010). A general multilevel SEM framework for assessing multilevel mediation. Psychological Methods, 15, 209–233. doi: 10.1037/a0020141
    • (2010) Psychological Methods , vol.15 , pp. 209-233
    • Preacher, K.J.1    Zyphur, M.J.2    Zhang, Z.3
  • 44
    • 85047688699 scopus 로고    scopus 로고
    • Is who you are who you're talking to? Interpersonal style and complementarity in mixed-sex interactions
    • &
    • Sadler P., & Woody E. (2003). Is who you are who you're talking to? Interpersonal style and complementarity in mixed-sex interactions. Journal of Personality and Social Psychology, 84, 80–96. doi: 10.1037/0022-3514.84.1.80
    • (2003) Journal of Personality and Social Psychology , vol.84 , pp. 80-96
    • Sadler, P.1    Woody, E.2
  • 45
    • 84875514169 scopus 로고    scopus 로고
    • Mediation in experimental and nonexperimental studies: New procedures and recommendations
    • &
    • Shrout P. E., & Bolger N. (2002). Mediation in experimental and nonexperimental studies: New procedures and recommendations. Psychological Methods, 7, 422–445. doi: 10.1037/1082-989X.7.4.422
    • (2002) Psychological Methods , vol.7 , pp. 422-445
    • Shrout, P.E.1    Bolger, N.2
  • 47
    • 0002037905 scopus 로고
    • Asymptotic confidence intervals for indirect effects in structural equation models
    • Washington, DC, American Sociological Association., (Ed.), (., –
    • Sobel M. E. (1982). Asymptotic confidence intervals for indirect effects in structural equation models. In Leinhardt S. (Ed.), Sociological methodology, 1982 (pp. 290–312). Washington, DC: American Sociological Association. doi: 10.2307/270723
    • (1982) Sociological methodology, 1982 , pp. 290-312
    • Sobel, M.E.1    Leinhardt, S.2
  • 48
    • 0002037905 scopus 로고
    • Some new results on indirect effects and their standard errors in covariance structure models
    • Sobel M. E. (1986). Some new results on indirect effects and their standard errors in covariance structure models. Sociological Methodology, 13, 290–312.
    • (1986) Sociological Methodology , vol.13 , pp. 290-312
    • Sobel, M.E.1
  • 49
    • 84973994039 scopus 로고
    • Hypnotic behavior: A social-psychological interpretation of amnesia, analgesia, and “trance logic
    • Spanos N. P. (1986). Hypnotic behavior: A social-psychological interpretation of amnesia, analgesia, and “trance logic”. Behavioral and Brain Sciences, 9, 449–467. doi: 10.1017/S0140525X00046537
    • (1986) Behavioral and Brain Sciences , vol.9 , pp. 449-467
    • Spanos, N.P.1
  • 50
    • 30544443203 scopus 로고    scopus 로고
    • Establishing a causal chain: Why experiments are often more effective than mediational analyses in examining psychological processes
    • &
    • Spencer S. J., Zanna M. P., & Fong G. T. (2005). Establishing a causal chain: Why experiments are often more effective than mediational analyses in examining psychological processes. Journal of Personality and Social Psychology, 89, 845–851. doi: 10.1037/0022-3514.89.6.845
    • (2005) Journal of Personality and Social Psychology , vol.89 , pp. 845-851
    • Spencer, S.J.1    Zanna, M.P.2    Fong, G.T.3
  • 51
    • 40249094445 scopus 로고    scopus 로고
    • The relative validity of inferences about mediation as a function of research design characteristics
    • &
    • Stone-Romero E. F., & Roposa P. (2008). The relative validity of inferences about mediation as a function of research design characteristics. Organizational Research Methods, 11, 326–352. doi: 10.1177/1094428107300342
    • (2008) Organizational Research Methods , vol.11 , pp. 326-352
    • Stone-Romero, E.F.1    Roposa, P.2
  • 52
    • 0038508918 scopus 로고    scopus 로고
    • Relationship perfectionism, dysphoria, and hostile interpersonal behaviours
    • &
    • Weibe R. E., & McCabe S. B. (2002). Relationship perfectionism, dysphoria, and hostile interpersonal behaviours. Journal of Social and Clinical Psychology, 21, 67–91.
    • (2002) Journal of Social and Clinical Psychology , vol.21 , pp. 67-91
    • Weibe, R.E.1    McCabe, S.B.2


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