Research

Adherence

A clinical decision support system (CDSS) that integrates patient-centered pre-visit questionnaires with provider alerts significantly increases primary care practitioners' self-reported frequency of counseling on behavioral interventions, referring to weight-loss programs, and discussing anti-obesity medications.

For primary care providers, using a clinical decision support system that allows patients to complete a pre-visit questionnaire about their weight management interest can significantly increase the likelihood of you counseling on behavioral changes, referring patients to weight-loss programs, and discussing anti-obesity medications. This approach works by reducing the friction of initiating these conversations and integrating seamlessly into your electronic health record workflow.

ModerateSupportsMEDIUM confidence
PCPs reported significant increases in three key clinical practices—counseling on behavioral interventions (3.1 vs. 3.9 [p < 0.01]), referring to weight-loss programs (2.8 vs. 3.5 [p < 0.01]), and discussing anti-obesity medications (3.3 vs. 3.8 [p = 0.02]).
Kimberly A. Gudzune et al. · Obesity Science & Practice · 2025

Why this rating

Small sample size (n=10 PCPs), single-arm proof-of-concept design, and reliance on self-reported practice habits rather than objective patient outcomes.

Source

Centering Weight Management Clinical Decision Support in Primary Care on Patients With Obesity and Practitioners: A Proof‐Of‐Concept Study

Kimberly A. Gudzune et al. · Obesity Science & Practice · 2025

DOI 10.1002/osp4.70056

clinical_trial · n=10Cited 2×
Read the paper
DOI resolved against Crossref · corpus check 2026-06-10

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