AoM 2023: Everything You Wanted to Know About Moderated Regression (But Were Afraid to Ask)

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  • Опубліковано 7 сер 2023
  • Get slides and materials at www.jeremydawson.com/pdw.htm
    This is a live recording of a professional development workshop on mediation, given by Jeremy Dawson and Mikko Rönkkö at the Academy of Management Meeting 2023 in Boston.
    Although the testing of interaction effects via moderated regression is commonplace in management research, many misunderstandings and gaps in knowledge persist, and knowledge of recent methodological developments is slow to catch on. This workshop is aimed at researchers, reviewers, and PhD students alike, with a basic understanding of moderation, but who would like to advance their knowledge beyond this point. It will use a series of examples to refresh the basic principles of testing two-way and three-way interactions, focusing on how (and when) these should be interpreted based on various post-hoc probing and plotting techniques. In particular, it will cover different approaches to describing interaction effects, and offer guidance as to when and how post-hoc probing techniques such as simple slope testing should (and shouldn’t) be used. It will also cover the testing, plotting and probing of some more complex types of interactions, in particular those involving curvilinear effects, and those where the underlying regression model is nonlinear (e.g. logistic or Poisson regression). Participants will have the opportunity to request topics and ask specific questions on moderation by sending an email to organizers at least a week before the workshop. The final section of the workshop will discuss these questions, and others generated in the workshop itself. Participants will be provided with resources (including data files and syntax for R, SPSS, and Stata and screencasts) to replicate the methods demonstrated in the workshop.
    Here is the link to the materials www.jeremydawson.com/pdw.htm
    And here is a playlist related to the topic that I put together for the participants:
    • Mediation and Moderation

КОМЕНТАРІ • 4

  • @alhassanabubakari6341
    @alhassanabubakari6341 5 місяців тому

    Please the slide is not visually friendly. The lighting is not visible.

    • @mronkko
      @mronkko  5 місяців тому

      Yes. The exposure setting in my camera was incorrect. You can just download the slides and follow them on your computer. The next time I will use manual exposure to avoid the problem.

  • @alhassanabubakari6341
    @alhassanabubakari6341 5 місяців тому

    Please how do i get the slides

    • @mronkko
      @mronkko  5 місяців тому

      The link to the slides is given on the first line of the video description and also on the top right corner of the video in the beginning.