Using Risk Ratios to Quantify Potential Behavior-Environment Relations

Perspect Behav Sci. 2023 Nov 22;47(1):167-196. doi: 10.1007/s40614-023-00391-0. eCollection 2024 Mar.

Abstract

Behavior-environment functional relations are the units of explanation in applied behavior analysis (ABA). Whether hypothesized experimentally or descriptively, quantification of putative functional relations improves our ability to predict and influence behavior. Risk ratios are an accessible, straightforward quantitative analysis that can serve this purpose. They have been employed to great effect in other fields (e.g., medicine, public health), but are rarely used within ABA. In this tutorial, we describe risk ratios and how they are calculated, discuss why risk ratios are well suited for quantifying behavior-environment relations, and illustrate their utility and applicability across five demonstrations from real clinical cases. Recommendations for the use of risk ratios in research and practice are discussed.

Keywords: Data analysis; Functional relations; Quantitative analysis; Risk ratios; Tutorial.