||
[Knowledge Sharing 07] 知識分享
Top 22 common errors and 8 new guidelines for SEM
Common error (issue) 7: mediation
Mediation: A paradigm shift
Barron & Kenny (1986) ==> Zhao et al. (2010)
Mediation effects
1:Baron and Kenny's Causal-Steps Test (Baron and Kenny的因果关系步骤检验法)
2: Joint Significance Test(联合显著性检验法)
3: Sobel First-Order Test(Sobel一阶检验法)
4: PRODCLIN (non-normal distibution)
5: Percentile Bootstrap(百分位拔靴法、百分位自助法)
6: Bias-Corrected Bootstrap(偏误纠正拔靴法、偏误纠正自助法)
Reference
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.
Zhao, X., Lynch, J. G., Jr. and Chen, Q., 2010. Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis, Journal of Consumer Research, 37(2), 197-206.
Wen-Lung Shiau; Ye Yuan; Xiaodie Pu; Soumya Ray; Charlie Chen (2020), Understanding Fintech continuance: Perspectives from Self-efficacy and ECT-IS theories, Industrial Management & Data Systems, Vol. 120 No. 9, pp. 1659-1689 (SCI, Q2,2019 IF= 3.329,5-year Impact Factor : 4.379)
Fritz, M. S., & Mackinnon, D. P. (2007). Required sample size to detect the mediated effect. Psychological Science, 18(3), 233-239.
Archiver|手机版|科学网 ( 京ICP备07017567号-12 )
GMT+8, 2024-5-21 19:54
Powered by ScienceNet.cn
Copyright © 2007- 中国科学报社