Application and Interpretation of Hierarchical Multiple Regression

The authors reported the association between motivation and self-management behavior of individuals with chronic low back pain after adjusting control variables using hierarchical multiple regression (Jung & Jeong, 2016). This article describes details of the hierarchical regression applying the actual data used in the article by Jung and Jeong (2016), including how to test assumptions, run the statistical tests, and report the results.