The DOI matches its Crossref record; 66 of the 66 references it cites were found in a registry or an index.
Mediation in experimental and nonexperimental studies: New procedures and recommendations.
Abstract
Mediation is said to occur when a causal effect of some variable X on an outcome Y is explained by some intervening variable M. The authors recommend that with small to moderate samples, bootstrap methods (B. Efron & R. Tibshirani, 1993) be used to assess mediation. Bootstrap tests are powerful because they detect that the sampling distribution of the mediated effect is skewed away from 0. They argue that R. M. Baron and D. A. Kenny's (1986) recommendation of first testing the X --> Y association for statistical significance should not be a requirement when there is a priori belief that the effect size is small or suppression is a possibility. Empirical examples and computer setups for bootstrap analyses are provided.
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“The indirect effect was estimated with bias-corrected bootstrapped confidence intervals.38,39 Confidence intervals were estimated from 10,000 bootstrap samples.”
From Psychological flexibility, distress, and coping in ovarian cancer survivors. (2026) · cites this paper as [39]
In the citing paper
“Since the antecedent variable is an experimental variable in a randomized study, its causal relation to the mediator and the outcome variable can be interpreted unambiguously102,103.”
From Near transfer to an unrelated N-back task mediates the effect of N-back working memory training on matrix reasoning (2022) · cites this paper as [103]
In the citing paper
“In addition, the Sobel test for measuring the magnitude of mediating effects assumes the normality of the sample distribution when verifying the significance [157,158].”
From A Study on the Effect of Change Management on Organizational Innovation: Focusing on the Mediating Effect of Members’ Innovative Behavior (2021) · cites this paper as [158]
In the citing paper
“On the other hand, SEM analysis has the advantage of using confidence intervals through free and verifiable bootstrapping under normal distribution assumptions [158].”
From A Study on the Effect of Change Management on Organizational Innovation: Focusing on the Mediating Effect of Members’ Innovative Behavior (2021) · cites this paper as [158]
In the citing paper
“In line with existing recommendations, mediation analyses were conducted via bootstrapping, allowing to estimate the confidence intervals of the indirect effects [77]. 5000 bootstrapped samples were used with a 95% confidence interval for each indirect effect.”
From “It’s not you, it’s me”: identity disturbance as the main contributor to interpersonal problems in pathological narcissism (2023) · cites this paper as [77]
In the citing paper
“Bootstrap mediation analyses can be applied when the sample size is small or moderate (e.g., n = 20–60) [79, 80].”
From Improving symptom management for survivors of young adult cancer: rationale and study protocol for a pilot randomized controlled trial (2024) · cites this paper as [80]
In the citing paper
“As previous research indicated that bootstrapping provides more accurate estimates of the indirect effect of standard errors compare to other approaches (Shrout & Bolger, 2002), bootstrapping was used to test the mediation effect in the current study.”
From Mindfulness and attachment security in romantic relationships: The role of emotion regulation as a mediator. (2025) · cites this paper as Shrout & Bolger, 2002
In the citing paper
“Note that a statistically significant total effect of X on Y is not necessary for mediation to occur and that mediation analysis does not require evidence of a total effect prior to investigating direct and indirect effects [63–66].”
From Acceptance as a Mediator for Change in Acceptance and Commitment Therapy for Persons with Chronic Pain? (2016) · cites this paper as [65]
In the citing paper
“Together these distributed brain networks integrate bottom-up attention with top-down control and generate appropriate behavioral responses to salient stimuli, thereby contributing to behavioral regulation and sound executive function (51–57).”
From Impact of Childhood Trauma on Executive Function in Adolescence—Mediating Functional Brain Networks and Prediction of High-Risk Drinking (2020) · cites this paper as [52]
In the citing paper
“To address this problem, Shrout and Bolger (2002) argued that bootstrapping methods can be extended to designs involving multiple mediation.”
From Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models (2008) · cites this paper as Shrout & Bolger, 2002
Citations
Cites
Statistical Power Analysis for the Behavioral Sciences
Muller, K. E., & Cohen, J. (1989) · Technometrics · doi:10.2307/1270020 · Cited by 99,603
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
Statistical power analysis for the behavioral sciences
Cohen, J. (1990) · Computers Environment and Urban Systems · doi:10.1016/0198-9715(90)90050-4 · Cited by 65,417
An Introduction to the Bootstrap
Efron, B., & Tibshirani, R. J. (1994) · doi:10.1201/9780429246593 · Cited by 40,500
An Introduction to the Bootstrap
Efron, B., & Tibshirani, R. J. (1993) · doi:10.1007/978-1-4899-4541-9 · Cited by 21,230
Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences
Cohen, P., Cohen, P., West, S. G., & Aiken, L. S. (2014) · Psychology Press eBooks · doi:10.4324/9781410606266 · Cited by 20,870
Draper, N. R., & Smith, H. (2005) · Technometrics · doi:10.1198/tech.2005.s303 · Cited by 17,993
Structural Equations with Latent Variables
Bollen, K. A. (1989) · Wiley series in probability and statistics · doi:10.1002/9781118619179 · Cited by 17,944
Structural Equations with Latent Variables.
Clogg, C. C., & Bollen, K. A. (1991) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2072165 · Cited by 17,475
Asymptotic Confidence Intervals for Indirect Effects in Structural Equation Models
Sobel, M. E. (1982) · Sociological Methodology · doi:10.2307/270723 · Cited by 12,810
Research works printed but not linked: 10
- Arbuckle, 1999, AMOS 4
- Bentler, 1997, EQS for Windows (Version 5.6)
- Eagly, 1993, The psychology of attitudes.
- 10.2307/2289064 · DOI · Paper page
- Joreskog, 1993, LISREL 8 (Version 8.12)
- 1999, Excel 2000
- 10.2307/2686058 · DOI
- 1989, SAS (Version 6.12)
- 1999, SPSS (Version 9)
- 1999, S-PLUS
Cited by
Sorted by citations
Preacher, K. J., & Hayes, A. F. (2008) · Behavior Research Methods · doi:10.3758/brm.40.3.879 · Cited by 34,117
SPSS and SAS procedures for estimating indirect effects in simple mediation models
Preacher, K. J., & Hayes, A. F. (2004) · Behavior Research Methods, Instruments, & Computers · doi:10.3758/bf03206553 · Cited by 17,383
Reconsidering Baron and Kenny: myths and truths about mediation analysis
Zhao, X., Lynch, J. G., & Chen, Q. (2010) · Journal of Consumer Research · doi:10.1086/651257 · Cited by 12,583
Addressing Moderated Mediation Hypotheses: Theory, Methods, and Prescriptions
Preacher, K. J., Rucker, D. D., & Hayes, A. F. (2007) · Multivariate Behavioral Research · doi:10.1080/00273170701341316 · Cited by 9,973
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
Confidence Limits for the Indirect Effect: Distribution of the Product and Resampling Methods
MacKinnon, D. P., Lockwood, C. M., & Williams, J. (2004) · Multivariate Behavioral Research · doi:10.1207/s15327906mbr3901_4 · Cited by 7,806
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
Wetzels, M., Odekerken-Schröder, G., & van Oppen, C. (2009) · MIS Quarterly · doi:10.2307/20650284 · Cited by 4,944
Required sample size to detect the mediated effect
Fritz, M. S., & MacKinnon, D. P. (2007) · Psychological Science · doi:10.1111/j.1467-9280.2007.01882.x · Cited by 4,810
Edwards, J. R., & Lambert, L. S. (2007) · Psychological Methods · doi:10.1037/1082-989x.12.1.1 · Cited by 4,711
Testing moderator and mediator effects in counseling psychology research.
Frazier, P. A., Tix, A. P., & Barron, K. E. (2004) · Journal of Counseling Psychology · doi:10.1037/0022-0167.51.1.115 · Cited by 4,037
An index and test of linear moderated mediation
Hayes, A. F. (2015) · Multivariate Behavioral Research · doi:10.1080/00273171.2014.962683 · Cited by 3,979
Job Engagement: Antecedents and Effects on Job Performance
Rich, B. L., LePine, J. A., & Crawford, E. R. (2010) · Academy of Management Journal · doi:10.5465/amj.2010.51468988 · Cited by 4,279
A general multilevel SEM framework for assessing multilevel mediation
Preacher, K. J., Zyphur, M. J., & Zhang, Z. (2010) · Psychological Methods · doi:10.1037/a0020141 · Cited by 3,796
Cole, D. A., & Maxwell, S. E. (2003) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.112.4.558 · Cited by 3,605
Hayes, A. F. (2018) · Communication Monographs · doi:10.1080/03637751.2017.1352100 · Cited by 3,516
Bias in cross-sectional analyses of longitudinal mediation
Maxwell, S. E., & Cole, D. A. (2007) · Psychological Methods · doi:10.1037/1082-989x.12.1.23 · Cited by 3,401
When moderation is mediated and mediation is moderated.
Müller, D., Judd, C. M., & Yzerbyt, V. Y. (2005) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.89.6.852 · Cited by 3,435
Preacher, K. J., & Kelley, K. (2011) · Psychological Methods · doi:10.1037/a0022658 · Cited by 3,060
Exercise, physical activity, and self-determination theory: A systematic review
Teixeira, P. J., Carraça, E. V., Markland, D., Silva, M. N., & Ryan, R. M. (2012) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-9-78 · Cited by 2,963
“, mediated) effects between them [75].”
Driving pressure and survival in the acute respiratory distress syndrome.
Amato, M. B. P., Meade, M. O., Slutsky, A. S., Brochard, L., Costa, E. L. V., Schoenfeld, D. A., Stewart, T. E., Briel, M., Talmor, D., Mercat, A., et al. (2015) · New England Journal of Medicine · doi:10.1056/nejmsa1410639 · Cited by 2,801
Mediators and Mechanisms of Change in Psychotherapy Research
Kazdin, A. E. (2007) · Annual Review of Clinical Psychology · doi:10.1146/annurev.clinpsy.3.022806.091432 · Cited by 2,504
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
On making causal claims: A review and recommendations
Antonakis, J., Bendahan, S., Jacquart, P., & Lalive, R. (2010) · The Leadership Quarterly · doi:10.1016/j.leaqua.2010.10.010 · Cited by 2,441
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
Causal inference in statistics: An overview
Pearl, J. (2009) · Statistics Surveys · doi:10.1214/09-ss057 · Cited by 2,336
“…) = ∑ z E(Y |x, z)[P (z|x′)− P (z|x)] (52) This expression deserves the label Mediation Formula, due to its pivotal role in mediation analysis (Imai et al., 2008), which has been a thorny issue in several sciences (Shrout and Bolger, 2002; MacKinnon et al., 2007; Mortensen et al., 2009).”
BackgroundHayes, A. F., & Scharkow, M. (2013) · Psychological Science · doi:10.1177/0956797613480187 · Cited by 2,438
Mediation analysis in partial least squares path modeling
Nitzl, C., Roldán, J. L., & Cepeda‐Carrión, G. (2016) · Industrial Management & Data Systems · doi:10.1108/imds-07-2015-0302 · Cited by 2,818
Hayes, A. F., & Rockwood, N. J. (2017) · Behaviour Research and Therapy · doi:10.1016/j.brat.2016.11.001 · Cited by 2,350
Becker, J.-M., Klein, K., & Wetzels, M. (2012) · Long Range Planning · doi:10.1016/j.lrp.2012.10.001 · Cited by 2,279
(2009) · Cited by 2,013
Gong, Y., Huang, J.-C., & Farh, J.-L. (2009) · Academy of Management Journal · doi:10.5465/amj.2009.43670890 · Cited by 1,914
Advantages of Monte Carlo confidence intervals for indirect effects
Preacher, K. J., & Selig, J. P. (2012) · Communication Methods and Measures · doi:10.1080/19312458.2012.679848 · Cited by 1,908
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Srivastava, A., Bartol, K. M., & Locke, E. A. (2006) · Academy of Management Journal · doi:10.5465/amj.2006.23478718 · Cited by 1,869
Prefrontal-Subcortical Pathways Mediating Successful Emotion Regulation
Wager, T. D., Davidson, M. L., Hughes, B. L., Lindquist, M. A., & Ochsner, K. N. (2008) · Neuron · doi:10.1016/j.neuron.2008.09.006 · Cited by 1,761
“The MEPM analysis is based on a standard three-variable path model (Baron and Kenny, 1986) with a bootstrap test for the statistical significance of the product a*b (Efron and Tibshirani, 1993; Shrout and Bolger, 2002), as diagrammed in Figure 1.”
Neal, A. F., & Griffin, M. A. (2006) · Journal of Applied Psychology · doi:10.1037/0021-9010.91.4.946 · Cited by 1,714
Bauer, D. J., Preacher, K. J., & Gil, K. M. (2006) · Psychological Methods · doi:10.1037/1082-989x.11.2.142 · Cited by 1,704
Dumont, J., Shen, J., & Deng, X. (2016) · Human Resource Management · doi:10.1002/hrm.21792 · Cited by 1,727
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Maxwell, S. E., Cole, D. A., & Mitchell, M. A. (2011) · Multivariate Behavioral Research · doi:10.1080/00273171.2011.606716 · Cited by 1,471
Iacobucci, D., Saldanha, N., & Deng, X. (2007) · Journal of Consumer Psychology · doi:10.1016/s1057-7408(07)70020-7 · Cited by 1,362
Smith, K. G., Collins, C. J., & Clark, K. D. (2005) · Academy of Management Journal · doi:10.5465/amj.2005.16928421 · Cited by 1,327
Wagner, T., Lutz, R. J., & Weitz, B. A. (2009) · Journal of Marketing · doi:10.1509/jmkg.73.6.77 · Cited by 1,339
Distribution of the product confidence limits for the indirect effect: Program PRODCLIN
MacKinnon, D. P., Fritz, M. S., Williams, J. G., & Lockwood, C. M. (2007) · Behavior Research Methods · doi:10.3758/bf03193007 · Cited by 1,328
Moral disengagement in ethical decision making: A study of antecedents and outcomes.
Detert, J. R., Treviño, L. K., & Sweitzer, V. L. (2008) · Journal of Applied Psychology · doi:10.1037/0021-9010.93.2.374 · Cited by 1,327
Pekrun, R., Elliot, A. J., & Maier, M. A. (2009) · Journal of Educational Psychology · doi:10.1037/a0013383 · Cited by 1,255
Resampling and Distribution of the Product Methods for Testing Indirect Effects in Complex Models
Williams, J., & MacKinnon, D. P. (2008) · Structural Equation Modeling: A Multidisciplinary Journal · doi:10.1080/10705510701758166 · Cited by 1,240
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Bakker, A. B., Tims, M., & Derks, D. (2012) · Human Relations · doi:10.1177/0018726712453471 · Cited by 937
Cultural variation in affect valuation.
Tsai, J. L., Knutson, B. D., & Fung, H. H.-L. (2006) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.90.2.288 · Cited by 1,313
Rudman, L. A., Moss‐Racusin, C. A., Phelan, J. E., & Nauts, S. (2011) · Journal of Experimental Social Psychology · doi:10.1016/j.jesp.2011.10.008 · Cited by 1,336
Power, optimism, and risk‐taking
Anderson, C. P., & Galinsky, A. D. (2006) · European Journal of Social Psychology · doi:10.1002/ejsp.324 · Cited by 1,284
Tests of the three-path mediated effect
Taylor, A. B., MacKinnon, D. P., & Tein, J.-Y. (2008) · Organizational Research Methods · doi:10.1177/1094428107300344 · Cited by 1,209
Kober, H., Barrett, L. F., Joseph, J., Bliss-Moreau, E., Lindquist, K., & Wager, T. D. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.03.059 · Cited by 1,144
Hayes, A. F., & Preacher, K. J. (2010) · Multivariate Behavioral Research · doi:10.1080/00273171.2010.498290 · Cited by 1,160
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Buffardi, L. E., & Campbell, W. K. (2008) · Personality and Social Psychology Bulletin · doi:10.1177/0146167208320061 · Cited by 1,159
Yes, but what’s the mechanism? (don’t expect an easy answer).
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Gulati, R., & Sytch, M. (2007) · Administrative Science Quarterly · doi:10.2189/asqu.52.1.32 · Cited by 1,003
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Hayes, A. F., & Rockwood, N. (2019) · American Behavioral Scientist · doi:10.1177/0002764219859633 · Cited by 1,127
Liao, H., Toya, K., Lepak, D., & Hong, Y. (2009) · Journal of Applied Psychology · doi:10.1037/a0013504 · Cited by 1,030
Vogel, D. L., Wade, N. G., & Hackler, A. H. (2007) · Journal of Counseling Psychology · doi:10.1037/0022-0167.54.1.40 · Cited by 1,111
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James, L. R., Mulaik, S. A., & Brett, J. M. (2006) · Organizational Research Methods · doi:10.1177/1094428105285144 · Cited by 924
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Kousta, S. T., Vigliocco, G., Vinson, D., Andrews, M. W., & Campo, E. D. (2010) · Journal of Experimental Psychology General · doi:10.1037/a0021446 · Cited by 958
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Gaucher, D. M., Friesen, J. P., & Kay, A. C. (2011) · Journal of Personality and Social Psychology · doi:10.1037/a0022530 · Cited by 800
Metadata
- Authors
- Shrout, P. E., & Bolger, N.
- Affiliations
- New York University (US)
- Venue
- Psychological Methods
- Published
- 2002
- Volume
- 7
- Issue
- 4
- Pages
- 422-445
- ISSN
- 1082-989X (ISSN-L)
- 1939-1463
- OpenAlex
- W2104057213
- Cited by
- 11,335
- References
- 66
- Citations by year
- 2026: 347 · 2025: 533 · 2024: 574 · 2023: 547 · 2022: 708 · 2021: 743 · 2020: 687 · 2019: 685 · 2018: 627 · 2017: 643 · 2016: 657 · 2015: 658 · 2014: 679 · 2013: 658 · 2012: 598
- FWCI
- 44.55
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Psychological Methods (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institute of Mental Health (R01-MH60366, MH60366, R01MH060366)
- Topics
- Physical Sciences › Mathematics › Statistics and Probability › Advanced Causal Inference Techniques
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Bayesian Inference
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Keywords
- mediation analysis, bootstrapping, indirect effects, mediators, suppression effect, small sample inference, experimental study, statistical significance testing
- MeSH terms
- Humans, Models, Psychological, Psychology, Stress, Psychological, Guidelines as Topic
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