Journal ArticleDOI
Conditional Process Analysis: Concepts, Computation, and Advances in the Modeling of the Contingencies of Mechanisms:
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A conceptual primer on conditional process analysis is provided for those not familiar with the integration of moderation and mediation analysis, while also describing some recent advances and innovations for the more experienced conditional process analyst.Abstract:
Behavioral scientists use mediation analysis to understand the mechanism(s) by which an effect operates and moderation analysis to understand the contingencies or boundary conditions of effects. Ye...read more
Citations
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Beyond a tandem analysis of SEM and PROCESS: Use of PLS-SEM for mediation analyses!:
TL;DR: It is argued that much of the confusion regarding SEM’s efficacy for mediation analyses results from a singular focus on factor-based methods, and there is no need for a tandem use of SEM and PROCESS.
Journal ArticleDOI
A moderated-mediation analysis of psychological empowerment: Sustainable leadership and sustainable performance
TL;DR: In this paper, the authors investigated the mediating effect of psychological safety on the relationship between sustainable leadership and sustainable performance as well as evaluating the moderation impact of psychological empowerment on that relationship.
Journal ArticleDOI
Mediation, Moderation, and Conditional Process Analysis: Concepts, Computations, and Some Common Confusions
TL;DR: The authors provide a conceptual introduction to mediation, moderation, and conditional process analysis in psychological research and discuss the concepts of direct effect, indirect effect, total effect, conditional effect and the index of moderated mediation index, while providing their perspective on certain analysis and interpretation confusions that sometimes arise in practice in this journal and elsewhere.
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Essential new PLS-SEM analysis methods for your entrepreneurship analytical toolbox
TL;DR: The authors provides a thorough review of PLS-SEM and its application to current entrepreneurship research, summarizes the emergent confirmatory composite analysis (CCA) processes for applying and interpreting the analysis, and concludes with suggestions for scholars as they plan future research projects.
Journal ArticleDOI
The COVID-19 pandemic and the antecedants for the impulse buying behavior of US citizens
TL;DR: In an analysis based on the theory of fear, the authors examined impulse purchase patterns during the COVID-19 Pandemic across major US urban centers and found that fear of a complete lockdown, peers buying, scarcity of essential products on shelves, US stimulus checks, limited supply of essential goods, and panic buying had a compelling and affirmative influence on the sharp swings of impulse buying patterns.
References
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Journal ArticleDOI
The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations.
Reuben M. Baron,David A. Kenny +1 more
TL;DR: This article seeks to make theorists and researchers aware of the importance of not using the terms moderator and mediator interchangeably by carefully elaborating the many ways in which moderators and mediators differ, and delineates the conceptual and strategic implications of making use of such distinctions with regard to a wide range of phenomena.
Journal ArticleDOI
Fitting Linear Mixed-Effects Models Using lme4
TL;DR: In this article, a model is described in an lmer call by a formula, in this case including both fixed-and random-effects terms, and the formula and data together determine a numerical representation of the model from which the profiled deviance or the profeatured REML criterion can be evaluated as a function of some of model parameters.
Book
Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach
TL;DR: In this paper, the authors present a discussion of whether, if, how, and when a moderate mediator can be used to moderate another variable's effect in a conditional process analysis.
Journal ArticleDOI
Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models
TL;DR: An overview of simple and multiple mediation is provided and three approaches that can be used to investigate indirect processes, as well as methods for contrasting two or more mediators within a single model are explored.
Journal ArticleDOI
Asymptotic Confidence Intervals for Indirect Effects in Structural Equation Models
TL;DR: For comments on an earlier draft of this chapter and for detailed advice I am indebted to Robert M. Hauser, Halliman H. Winsborough, Toni Richards, several anonymous reviewers, and the editor of this volume as discussed by the authors.