Journal ArticleDOI
Hayes, Andrew F. (2013). Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach. New York, NY: The Guilford Press
TLDR
Hayes as discussed by the authors presents a journey through regression-based approaches for mediation, moderation, and conditional process analysis, which is a method for combining mediation and moderation into one singular analysis.Abstract:
Regression-based analyses remain some of the most widely employed statistical approaches throughout research and scholarly work. It is remarkable that with the same simple OLS multiple regression model, such a rich variety of research questions may be addressed, ranging from simple questions of prediction and explanation to the more complex questions such as modeling mediated or moderated relationships or even modeling of moderated mediation analyses. Hayes’s Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach presents a journey through regression-based approaches beginning with the most simple regression approaches (correlation and simple linear regression), continuing through traditional uses of regression for mediation and moderation analysis, and culminating in a discussion of conditional process analysis: a method for combining mediation and moderation into one singular analysis. The book is very readable and conversational, providing many interesting and useful examples, which will be of interest to the intermediate to advanced regression user.read more
Citations
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The role of environmental concern in the public acceptance of autonomous electric vehicles: A survey from China
TL;DR: In this paper, the authors focused on how environmental concern affects AEVs acceptance, and found that green perceived usefulness, perceived ease of use and environmental concern have a positive relationship with people's intentions to use AVs.
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Social support and mental health among health care workers during Coronavirus Disease 2019 outbreak: A moderated mediation model.
TL;DR: It was showed that resilience could partially mediate the effect of social support on mental health among health care workers and the association between resilience and mental health would be attenuated in the middle-aged workers.
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Transformational leadership and employee voice behavior : a Pygmalion mechanism.
TL;DR: In this paper, the authors examined the relationship between transformational leadership and employee voice behavior and found that personal identification with transformational leaders influences the extent to which employees internalize leaders' external voice expectation as their own voice role perception.
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Determinants shaping willingness towards on-line recycling behaviour: An empirical study of household e-waste recycling in China
TL;DR: In this paper, an extended Theory of Planned Behaviour (TPB) theoretical framework has been built to explore residents' willingness to participate in e-waste on-line recycling and its influencing factors through a nationwide questionnaire survey.
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The impact of workplace violence on job satisfaction, job burnout, and turnover intention: the mediating role of social support
Xiaojian Duan,Xin Ni,Lei Shi,Leijing Zhang,Yuan Ye,Huitong Mu,Zhe Li,Xin Liu,Lihua Fan,Yongchen Wang +9 more
TL;DR: The results show a high prevalence of workplace violence in Chinese tertiary hospitals, which should not be ignored and the effects of social support on workplace behaviors suggest that it has practical implications for interventions to promote the stability of physicians’ teams.
References
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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.
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SPSS and SAS procedures for estimating indirect effects in simple mediation models.
TL;DR: It is argued the importance of directly testing the significance of indirect effects and provided SPSS and SAS macros that facilitate estimation of the indirect effect with a normal theory approach and a bootstrap approach to obtaining confidence intervals to enhance the frequency of formal mediation tests in the psychology literature.