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Testing mediation and moderation using Hayes Process Macro (Model 5) with SPSS

Автор: Mike Crowson

Загружено: 2021-04-08

Просмотров: 23428

Описание:

This video demonstrates how to use Hayes' Process macro (https://www.processmacro.org/index.html) for testing a path model that includes both mediation and moderation elements. In this model, the direct effect of the independent variable on the dependent variable is modeled as being moderated by a third variable.

The data and aspects of the example (although it is not a direct example) are derived from:

Zhou J., Yang, Y., Qiu, X., Yang, X., Pan H, Ban, B., et al. (2016) Relationship between anxiety and
burnout among Chinese physicians: A moderated mediation model. PLoS ONE 11(8): e0157013.
doi:10.1371/journal.pone.0157013.Downloaded from: https://journals.plos.org/plosone/art...

Download a copy of the dataset used in this video here: https://drive.google.com/file/d/18FZL...

A copy of the Powerpoint referenced in the video can be downloaded here: https://drive.google.com/file/d/1kUrJ...

*Warning and suggestion: This presentation assumes you already have a reasonable understanding of moderated regression and mediation. If you are unfamiliar with these procedures, you may find aspects of this discussion difficult to follow. My suggestion is to review those other concepts first prior to considering use of Process Model 5. I have several presentations on these topics, which can be found at the following links:

Mediation:    • Using Hayes Process macro with SPSS to tes...  
Moderated regression:    • Moderated multiple regression using Proces...   ,    • Moderated multiple regression using Hayes'...  

For other videos on using the Process macro, go here:
https://sites.google.com/view/statist...

Testing mediation and moderation using Hayes Process Macro (Model 5) with SPSS

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