Analysis and Interpretation of Findings Using Multiple Regression Techniques

Authors

W. T. Hoyt
S. Leierer
Michael J. Millington, Utah State UniversityFollow

Document Type

Article

Journal/Book Title/Conference

Rehabilitation Counseling Bulletin

Volume

49

Issue

4

Publisher

Sage

Publication Date

2006

First Page

223

Last Page

233

Abstract

Multiple regression and correlation (MRC) methods form a flexible family of statistical techniques that can address a wide variety of different types of research questions of interest to rehabilitation professionals. In this article, we review basic concepts and terms, with an emphasis on interpretation of findings relevant to research questions of interest to rehabilitation researchers. To assist readers in using MRC effectively, we review common analytical models (e.g., mediator and moderator tests) and recent thinking on topics such as interpretation of effect sizes and power analysis.

Comments

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Recommended Citation

Hoyt, W.T., Leierer, S., & Millington, M. J. (2006). Analysis and interpretation of findings using multiple regression techniques. Rehabilitation Counseling Bulletin, 49(4), 223-233.