Guidelines for the Investigation of Mediating Variables in Business Research

被引:0
|
作者
David P. MacKinnon
Stefany Coxe
Amanda N. Baraldi
机构
[1] Arizona State University,Department of Psychology
来源
关键词
Mediation; Moderation; Indirect effects; Causal inference; Longitudinal models; Significance testing; Confidence intervals;
D O I
暂无
中图分类号
学科分类号
摘要
Business theories often specify the mediating mechanisms by which a predictor variable affects an outcome variable. In the last 30 years, investigations of mediating processes have become more widespread with corresponding developments in statistical methods to conduct these tests. The purpose of this article is to provide guidelines for mediation studies by focusing on decisions made prior to the research study that affect the clarity of conclusions from a mediation study, the statistical models for mediation analysis, and methods to improve interpretation of mediation results after the research study. Throughout this article, the importance of a program of experimental and observational research for investigating mediating mechanisms is emphasized.
引用
收藏
页码:1 / 14
页数:13
相关论文
共 50 条
  • [21] The selection, use, and reporting of control variables in international business research: A review and recommendations
    Nielsen, Bo Bernhard
    Raswant, Arpit
    JOURNAL OF WORLD BUSINESS, 2018, 53 (06) : 958 - 968
  • [22] RETRACTION: Leadership Variables and Business Performance: Mediating and Interaction Effects (Retraction of Vol 27, Pg 80, 2020)
    Jing, F. F.
    Avery, G. C.
    Bergsteiner, H.
    JOURNAL OF LEADERSHIP & ORGANIZATIONAL STUDIES, 2021, 28 (04) : 495 - 495
  • [23] Are outcome variables always bad controls? The case of mediating variables
    Chen, Qiang
    Qi, Ji
    Yan, Guanpeng
    APPLIED ECONOMICS LETTERS, 2024,
  • [24] Data equivalence in cross-cultural international business research: assessment and guidelines
    Hult, G. Tomas M.
    Ketchen, David J., Jr.
    Griffith, David A.
    Finnegan, Carol A.
    Gonzalez-Padron, Tracy
    Harmancioglu, Nukhet
    Huang, Ying
    Talay, M. Berk
    Cavusgil, S. Tamer
    JOURNAL OF INTERNATIONAL BUSINESS STUDIES, 2008, 39 (06) : 1027 - 1044
  • [25] Innovative and established research methods in family business: Description, illustration and application guidelines
    Hair, Joseph F.
    Sarstedt, Marko
    JOURNAL OF FAMILY BUSINESS STRATEGY, 2014, 5 (01) : 1 - 3
  • [26] Data equivalence in cross-cultural international business research: assessment and guidelines
    G Tomas M Hult
    David J Ketchen
    David A Griffith
    Carol A Finnegan
    Tracy Gonzalez-Padron
    Nukhet Harmancioglu
    Ying Huang
    M Berk Talay
    S Tamer Cavusgil
    Journal of International Business Studies, 2008, 39 : 1027 - 1044
  • [27] Actionable guidelines to improve 'theory-related' contributions to international business research
    Santangelo, Grazia D.
    Verbeke, Alain
    JOURNAL OF INTERNATIONAL BUSINESS STUDIES, 2022, 53 (09) : 1843 - 1855
  • [28] Actionable guidelines to improve ‘theory-related’ contributions to international business research
    Grazia D. Santangelo
    Alain Verbeke
    Journal of International Business Studies, 2022, 53 : 1843 - 1855
  • [30] Mediating and moderating variables: A conceptual clarification
    Markland, D
    JOURNAL OF SPORTS SCIENCES, 2000, 18 (06) : 373 - 374