Mediation analysis is used to test hypotheses about various intervening mechanisms by which causal effects operate. Statistical mediation and moderation analyses are among the most widely used data analysis techniques in social science, health, and business fields. R and STATA users can benefit from the course content, but PROCESS makes these analyses much easier and is not available for R or STATA. SAS users should ensure that the IML product is part of the installation. SPSS users should ensure their installed copy is patched to its latest release. Because this is a hands-on course, participants are strongly encouraged to bring their own laptops (Mac or Windows) with a recent version of SPSS Statistics (version 19 or later) or SAS (release 9.2 or later) installed. Hayes () that makes the analyses described in this class much easier than they otherwise would be. Participants are strongly encouraged to bring their own laptops (Mac or Windows)Ĭomputer applications will focus on the use of OLS regression and the PROCESS macro for SPSS and SAS developed by Andrew F. No knowledge of matrix algebra is required or assumed, nor is matrix algebra ever used in the course. Participants should have a basic working knowledge of the principles and practice of multiple regression and elementary statistical inference. Mediation, Moderation, and Conditional Process Analysis I
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