The DOI matches its Crossref record; 5 of the 5 references it cites were found in a registry or an index.
When moderation is mediated and mediation is moderated.
Abstract
Procedures for examining whether treatment effects on an outcome are mediated and/or moderated have been well developed and are routinely applied. The mediation question focuses on the intervening mechanism that produces the treatment effect. The moderation question focuses on factors that affect the magnitude of the treatment effect. It is important to note that these two processes may be combined in informative ways, such that moderation is mediated or mediation is moderated. Although some prior literature has discussed these possibilities, their exact definitions and analytic procedures have not been completely articulated. The purpose of this article is to define precisely both mediated moderation and moderated mediation and provide analytic strategies for assessing each.
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Cites
Baron, R. M., & Kenny, D. A. (1986) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.51.6.1173 · Cited by 91,532
Mediation in experimental and nonexperimental studies: New procedures and recommendations.
Shrout, P. E., & Bolger, N. (2002) · Psychological Methods · doi:10.1037/1082-989x.7.4.422 · Cited by 11,335
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) · Psychological Methods · doi:10.1037/1082-989x.7.1.83 · Cited by 9,406
Mediators and Moderators of Treatment Effects in Randomized Clinical Trials
Kraemer, H. C., Wilson, G. T., Fairburn, C. G., & Agras, W. S. (2002) · Archives of General Psychiatry · doi:10.1001/archpsyc.59.10.877 · Cited by 2,562
Process Analysis: Estimating Mediation in Treatment Evaluations
Judd, C. M., & Kenny, D. A. (1981) · Evaluation Review · doi:10.1177/0193841x8100500502 · Cited by 2,442
Self-citation
Research works printed but not linked: 11
- Aiken, 1991, Multiple regression: Testing and interpreting interactions.
- 10.1037/0033-2909.117.2.348 · DOI · Paper page
- 10.1037/0021-9010.69.2.307 · DOI · Paper page
- Judd, 1989, Data analysis: A model comparison approach.
- 10.1037/0033-2909.96.1.201 · DOI · Paper page
- Kenny, 1998, Data analysis in social psychology., Vol. 2, 233
- 10.1207/s15327906mbr3301_1 · DOI
- 10.1207/s15327906mbr3001_3 · DOI · Paper page
- 10.1037/0022-3514.64.1.5 · DOI · Paper page
- 10.1037/0022-3514.84.5.972 · DOI
- Wegener, 2000, Analysis and design for non-experimental data: Addressing causal and noncausal hypothesis., 412
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Beyond Baron and Kenny: Statistical Mediation Analysis in the New Millennium
Hayes, A. F. (2009) · Communication Monographs · doi:10.1080/03637750903310360 · Cited by 9,757
MacKinnon, D. P., Fairchild, A. J., & Fritz, M. S. (2007) · Annual Review of Psychology · doi:10.1146/annurev.psych.58.110405.085542 · Cited by 5,688
Edwards, J. R., & Lambert, L. S. (2007) · Psychological Methods · doi:10.1037/1082-989x.12.1.1 · Cited by 4,711
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Hayes, A. F. (2015) · Multivariate Behavioral Research · doi:10.1080/00273171.2014.962683 · Cited by 3,979
Hayes, A. F. (2018) · Communication Monographs · doi:10.1080/03637751.2017.1352100 · Cited by 3,516
Statistical mediation analysis with a multicategorical independent variable
Hayes, A. F., & Preacher, K. J. (2014) · British Journal of Mathematical and Statistical Psychology · doi:10.1111/bmsp.12028 · Cited by 3,403
Spencer, S. J., Zanna, M. P., & Fong, G. T. (2005) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.89.6.845 · Cited by 2,452
Mediation Analysis in Social Psychology: Current Practices and New Recommendations
Rucker, D. D., Preacher, K. J., Tormala, Z. L., & Petty, R. E. (2011) · Social and Personality Psychology Compass · doi:10.1111/j.1751-9004.2011.00355.x · Cited by 2,430
Hayes, A. F., & Rockwood, N. J. (2017) · Behaviour Research and Therapy · doi:10.1016/j.brat.2016.11.001 · Cited by 2,350
Bauer, D. J., Preacher, K. J., & Gil, K. M. (2006) · Psychological Methods · doi:10.1037/1082-989x.11.2.142 · Cited by 1,704
Weinstein, N., & Ryan, R. M. (2010) · Journal of Personality and Social Psychology · doi:10.1037/a0016984 · Cited by 1,484
Iacobucci, D., Saldanha, N., & Deng, X. (2007) · Journal of Consumer Psychology · doi:10.1016/s1057-7408(07)70020-7 · Cited by 1,362
Stephens, N. M., Fryberg, S. A., Markus, H. R., Johnson, C. S., & Covarrubias, R. (2012) · Journal of Personality and Social Psychology · doi:10.1037/a0027143 · Cited by 1,312
Yes, but what’s the mechanism? (don’t expect an easy answer).
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Clarifying conditions and decision points for mediational type inferences in Organizational Behavior
Mathieu, J. E., & Taylor, S. R. (2006) · Journal of Organizational Behavior · doi:10.1002/job.406 · Cited by 961
The Moral Roots of Environmental Attitudes
Feinberg, M., & Willer, R. (2013) · Psychological Science · doi:10.1177/0956797612449177 · Cited by 928
A General Model for Testing Mediation and Moderation Effects
Fairchild, A. J., & MacKinnon, D. P. (2009) · Prevention Science · doi:10.1007/s11121-008-0109-6 · Cited by 918
Aguirre, E., Mahr, D., Grewal, D., de Ruyter, K., & Wetzels, M. (2015) · Journal of Retailing · doi:10.1016/j.jretai.2014.09.005 · Cited by 868
Shin, S. J., & Zhou, J. (2007) · Journal of Applied Psychology · doi:10.1037/0021-9010.92.6.1709 · Cited by 845
Alfes, K., Shantz, A. D., Truss, C., & Soane, E. C. (2013) · The International Journal of Human Resource Management · doi:10.1080/09585192.2012.679950 · Cited by 770
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Pearl, J. (2010) · The International Journal of Biostatistics · doi:10.2202/1557-4679.1203 · Cited by 755
Homan, A. C., van Knippenberg, D., Van Kleef, G. A., & De Dreu, C. K. W. (2007) · Journal of Applied Psychology · doi:10.1037/0021-9010.92.5.1189 · Cited by 685
van den Bergh, L., Denessen, E., Hornstra, L., Voeten, M., & Holland, R. W. (2010) · American Educational Research Journal · doi:10.3102/0002831209353594 · Cited by 625
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Hong, W., Chan, F. K. Y., Thong, J. Y. L., Chasalow, L. C., & Dhillon, G. (2014) · Information Systems Research · doi:10.1287/isre.2013.0501 · Cited by 609
Berger, J., & Heath, C. (2008) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.95.3.593 · Cited by 549
Homan, A. C., Hollenbeck, J. R., Humphrey, S. E., Knippenberg, D. V., Ilgen, D. R., & Van Kleef, G. A. (2008) · Academy of Management Journal · doi:10.5465/amj.2008.35732995 · Cited by 525
BarNir, A., Watson, W. E., & Hutchins, H. M. (2011) · Journal of Applied Social Psychology · doi:10.1111/j.1559-1816.2010.00713.x · Cited by 508
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Zhou, X., Sedikides, C., Wildschut, T., & Gao, D.-G. (2008) · Psychological Science · doi:10.1111/j.1467-9280.2008.02194.x · Cited by 468
LePine, M. A., Zhang, Y., Crawford, E. R., & Rich, B. L. (2016) · Academy of Management Journal · doi:10.5465/amj.2013.0778 · Cited by 459
Leroy, H., Anseel, F., Gardner, W. L., & Sels, L. (2015) · Journal of Management · doi:10.1177/0149206312457822 · Cited by 447
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Major, B., Hunger, J. M., Bunyan, D. P., & Miller, C. T. (2014) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2013.11.009 · Cited by 416
Kehr, F., Kowatsch, T., Wentzel, D., & Fleisch, E. (2015) · Information Systems Journal · doi:10.1111/isj.12062 · Cited by 410
Morton, T. A., Rabinovich, A., Marshall, D., & Bretschneider, P. (2011) · Global Environmental Change · doi:10.1016/j.gloenvcha.2010.09.013 · Cited by 391
Zou, X., Tam, K.-P., Morris, M. W., Lee, S.-L., Lau, I. Y.-M., & Chiu, C.-Y. (2009) · Journal of Personality and Social Psychology · doi:10.1037/a0016399 · Cited by 369
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WEN, Z., & YE, B. (2014) · Acta Psychologica Sinica · doi:10.3724/sp.j.1041.2014.00714 · Cited by 363
Zhang, X., & Zhou, J. (2014) · Organizational Behavior and Human Decision Processes · doi:10.1016/j.obhdp.2014.02.002 · Cited by 361
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Convergent and divergent responses to emotional displays of ingroup and outgroup.
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McCartney, K., Dearing, E., Taylor, B. A., & Bub, K. L. (2007) · Journal of Applied Developmental Psychology · doi:10.1016/j.appdev.2007.06.010 · Cited by 270
Niemiec, C. P., Brown, K. W., Kashdan, T. B., Cozzolino, P. J., Breen, W. E., Levesque-Bristol, C., & Ryan, R. M. (2010) · Journal of Personality and Social Psychology · doi:10.1037/a0019388 · Cited by 248
Wang, P., Zhao, M., Wang, X., Xie, X., Wang, Y., & Lei, L. (2017) · Journal of Behavioral Addictions · doi:10.1556/2006.6.2017.079 · Cited by 247
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van Dijk, E., van Kleef, G. A., Steinel, W., & van Beest, I. (2008) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.94.4.600 · Cited by 216
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Zhou, Z.-K., Liu, Q.-Q., Niu, G.-F., Sun, X.-J., & Fan, C.-Y. (2017) · Personality and Individual Differences · doi:10.1016/j.paid.2016.07.040 · Cited by 197
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Mandel, N., & Smeesters, D. (2008) · Journal of Consumer Research · doi:10.1086/587626 · Cited by 175
Nafees, L., Cook, C. M., Nikolov, A. N., & Stoddard, J. E. (2021) · Digital Business · doi:10.1016/j.digbus.2021.100008 · Cited by 170
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Self-citationChen, Z., Sun, H., Lam, W., Hu, Q., Huo, Y., & Zhong, J. A. (2012) · The International Journal of Human Resource Management · doi:10.1080/09585192.2011.579918 · Cited by 143
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Novelli, D., Drury, J., Reicher, S., & Stott, C. (2013) · PLoS ONE · doi:10.1371/journal.pone.0078983 · Cited by 117
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Mental contrasting changes the meaning of reality
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Lelieveld, G.-J., Van Dijk, E., Van Beest, I., & Van Kleef, G. A. (2013) · Journal of Personality and Social Psychology · doi:10.1037/a0033345 · Cited by 74
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Rimé, B., Bouchat, P., Klein, O., & Licata, L. (2015) · European Journal of Social Psychology · doi:10.1002/ejsp.2104 · Cited by 70
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Garad, Y., Maximova, K., MacKinnon, N., McGrath, J. J., Kozyrskyj, A. L., & Colman, I. (2017) · Canadian Journal of Cardiology · doi:10.1016/j.cjca.2017.05.008 · Cited by 53
Moreno-Peral, P., Bellón, J. Á., Huibers, M. J. H., Mestre, J. M., García-López, L. J., Taubner, S., Rodríguez-Morejón, A., Bolinski, F., Sales, C. M. D., & Conejo-Cerón, S. (2020) · Clinical Psychology Review · doi:10.1016/j.cpr.2020.101813 · Cited by 51
Metadata
- Authors
- Muller, D., Judd, C. M., & Yzerbyt, V. Y.
- Venue
- Journal of Personality and Social Psychology
- Published
- 2005
- Volume
- 89
- Issue
- 6
- Pages
- 852-863
- ISSN
- 0022-3514 (ISSN-L)
- 1939-1315
- OpenAlex
- W2129951714
- Cited by
- 3,340
- References
- 5
- FWCI
- 66.79
- Type
- journal article
- Language
- en
- Open access
- closed
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