An Introduction and Illustration of Bayesian Modeling in Couple and Family Therapy Research. (3rd November 2020)

• Record Type: Journal Article
• Authors: Johnson, Lee N.; Baldwin, Scott A.
• Is Part Of: Journal of marital and family therapy. Volume 46:Number 4(2020)
• Page Start: 620
• Page End: 637
• Publication Date: 2020-11-03
• Subjects: Marriage counseling -- United States -- Periodicals; Family psychotherapy -- Periodicals; Counseling -- Periodicals; Family -- Periodicals; Family Therapy -- Periodicals; Marriage -- Periodicals; Gezinstherapie; Conseil conjugal -- États-Unis -- Périodiques; Thérapie familiale -- Périodiques; 616.89156
• DOI: 10.1111/jmft.12461
• Languages: English
• ISSNs: 0194-472X

Abstract

Abstract : Bayesian modeling is becoming increasing popular as a method for data analyses in the social sciences and can move couple, marriage, and family therapy (C/MFT) research forward. Bayesian modeling helps researchers better understand the uncertainty of findings and incorporate previous research into analyses. Other benefits of Bayesian modeling are the straightforward interpretation of findings, high‐quality inferences even with small samples (in combination with an informative prior), and the ability to work with complex data structures (observations nested in relationships and time points) which are common in C/MFT research. This article introduces the benefits of Bayesian modeling and provides an example of an Actor–Partner Interdependence Model using R. Information on how to conduct the same analyses using Stata and MPlus is provided in the Supplemental Information.