Different methods for testing moderated mediation models: competitors or backups?

WEN, Zhonglin; YE, Baojuan

doi:10.3724/sp.j.1041.2014.00714

Cited by 363Advanced Causal Inference TechniquesPsychometric Methodologies and TestingStatistical Methods and Bayesian Inference

Different methods for testing moderated mediation models: competitors or backups?

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WEN, Zhonglin, YE, Baojuan·2014·Acta Psychologica Sinica

DOI 10.3724/sp.j.1041.2014.00714

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The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations.
Baron, R. M., & Kenny, D. A. (1986) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.51.6.1173 · Cited by 91,542 · see citing works
The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations
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 · see citing works
Untitled work
(2013) · Cited by 44,563 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
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 · see citing works
Introduction to Statistical Mediation Analysis
MacKinnon, D. P. (2012) · doi:10.4324/9780203809556 · Cited by 5,618 · see citing works
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 · see citing works
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 3,332 · see citing works
A Simulation Study of Mediated Effect Measures
MacKinnon, D. P., Warsi, G. M., & Dwyer, J. H. (1995) · Multivariate Behavioral Research · doi:10.1207/s15327906mbr3001_3 · Cited by 1,715 · see citing works
The essential guide to effect sizes: statistical power, meta-analysis, and the interpretation of research results
(2011) · Choice Reviews Online · doi:10.5860/choice.48-5742 · Cited by 642 · see citing works
Bayesian mediation analysis.
Yuan, Y., & MacKinnon, D. P. (2009) · Psychological Methods · doi:10.1037/a0016972 · Cited by 641 · see citing works
TESTING AND APPLICATION OF THE MEDIATING EFFECTS
Zhong-lin, W., Lei, C., Kit‐Tai, H., & Liu, H. (2004) · Acta Psychologica Sinica · Cited by 488 · see citing works
A Discussion on Testing Methods for Mediated Moderation Models:Discrimination and Integration
Baojuan, Y. E., & Wen, Z. (2013) · Acta Psychologica Sinica · doi:10.3724/sp.j.1041.2013.01050 · Cited by 63 · see citing works
Self-citation
Assessing Point and Interval Estimation for the Mediating Effect: Distribution of the Product, Nonparametric Bootstrap and Markov Chain Monte Carlo Methods
Fang, J., & ZHANG, M.-Q. (2013) · Acta Psychologica Sinica · doi:10.3724/sp.j.1041.2012.01408 · Cited by 62 · see citing works
The Effect Mechanism of Parental Control,Deviant Peers and Sensation Seeking on Drug Use among Reform School Students
Ye, B. (2012) · Xinli fazhan yu jiaoyu · Cited by 5 · see citing works
Self-citation

Flagged first, then by citations

1 of the 18 references couldn’t be matched to a known paper.

Research works printed but not linked: 3

[9]9. Liu, D., Zhang, Z., & Wang, M. (2012).Moderated mediation and mediated moderation: Theory construction and model checking (Gao, Z. H Trans.). In P. X. Cheng, Y. S. Xu, & L. J. Fan (Eds.), Empirical methods in organization and management research (2nd ed, pp. 553-587). Beijing: Peking University Press.
[10]10. 刘东, 张震, 汪默. (2012). 被调节的中介和被中介的调节: 理论构建与模型检验(高中华译). 见：陈晓萍, 徐淑英, 樊景立 (编). 组织与管理研究的实证方法(第二版, pp. 553-587). 北京: 北京大学出版社.]
[17]17. Sobel, M. E. (1982). Asymptotic confidence interval for indirect effects in structural equation models.In S. Leinhardt.(Ed.), Sociological methodology (pp. 290-312). Washington, DC: American Sociological Association.

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Guo, L., Huang, M., Wang, Y., Shi, S., Yang, M., & Shuai, J. (2022) · Social Behavior and Personality An International Journal · doi:10.2224/sbp.10284 · Cited by 17 · see citing works
Rumination, loneliness, and non-suicidal self-injury among adolescents with major depressive disorder: The moderating role of resilience
Wang, H., Wen, S., Wang, Y., Zhou, Y., & Niu, B. (2024) · Social Science & Medicine · doi:10.1016/j.socscimed.2024.117512 · Cited by 16 · see citing works
The effect of trait-state anxiety on choice overload: the mediating role of choice difficulty
Hu, X., Turel, O., Chen, W., Shi, J., & He, Q. (2023) · DECISION · doi:10.1007/s40622-023-00345-0 · Cited by 16 · see citing works
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Zou, Y., Wang, Y., Yang, X., & Jiang, R. (2022) · Personality and Individual Differences · doi:10.1016/j.paid.2022.111829 · Cited by 15 · see citing works

Authors: WEN, Z., & YE, B.
ORCID: YE, Baojuan
Venue: Acta Psychologica Sinica
Publisher: China Science Publishing & Media Ltd.
Published: 2014
Volume: 46
Issue: 5
Pages: 714
ISSN: 0439-755X (ISSN-L)
DOI: 10.3724/sp.j.1041.2014.00714
OpenAlex: W2353744136
Cited by: 363
References: 18
Citations by year: 2026: 49 · 2025: 76 · 2024: 68 · 2023: 49 · 2022: 57 · 2021: 33 · 2020: 16 · 2019: 8 · 2018: 6 · 2014: 1
FWCI: 0.33
Type: journal article
Language: en
Open access: bronze
doi.org
Locations: Acta Psychologica Sinica (publishedVersion)
Acta Psychologica Sinica
Topics: Physical Sciences › Mathematics › Statistics and Probability › Advanced Causal Inference Techniques
Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods and Bayesian Inference
Keywords: moderated mediation, method comparison, statistical inference

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