Classification and regression tree analysis to understand theory-aligned barriers to glucose self-monitoring behaviors among insulin-using type 2 diabetes patients without continuous glucose monitors
Journal of Health Psychology: An Interdisciplinary, International Journal
Published online on August 05, 2026
Abstract
Journal of Health Psychology, Ahead of Print.
Glucose self-monitoring is critical for type 2 diabetes management among patients using insulin. Combining behavior change theory with classification and regression tree (CART) is a novel data-driven approach to identifying barriers to self-monitoring. ...
Glucose self-monitoring is critical for type 2 diabetes management among patients using insulin. Combining behavior change theory with classification and regression tree (CART) is a novel data-driven approach to identifying barriers to self-monitoring. ...