Evidence map›Paper›PMID 42098579›Full record

ArticleJournal of general internal medicine2026

Weight Reduction Advice by Physicians for Obese Patients in Office-Based Settings in the USA: An Observational Study.

Muni Rubens, Venkataraghavan Ramamoorthy, Anshul Saxena, Ashley Rodriguez, Brian Murillo, Krimal Shah, Charlotte Tudela, Elise McCormack-Granja

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Article in Journal of general internal medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Muni RubensBaptist Health South Florida, Miami, FL, USA. mrube001@fiu.edu.ORCID http://orcid.org/0000-0003-1812-9753
Venkataraghavan RamamoorthyBaptist Health South Florida, Miami, FL, USA.
Anshul SaxenaBaptist Health South Florida, Miami, FL, USA.
Ashley RodriguezBaptist Health South Florida, Miami, FL, USA.
Brian MurilloBaptist Health South Florida, Miami, FL, USA.
Krimal ShahBaptist Health South Florida, Miami, FL, USA.
Charlotte TudelaBaptist Health South Florida, Miami, FL, USA.
Elise McCormack-GranjaBaptist Health South Florida, Miami, FL, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundObesity prevention guidelines have stressed the importance of utilizing each patient-physician encounter towards delivering effective weight reduction, exercise, and dietary counseling during patient encounters. The objective of this study was to understand the prevalence and predictors of weight, exercise, and dietary counseling for obese adults using a nationally representative data.

methodsWe conducted a retrospective cross-sectional analysis of the National Ambulatory Medical Care Survey (2011-2018), of obese patients aged ≥ 18 years who had an office visit. Outcomes were receipt of weight reduction, exercise, dietary, any, and all counseling. Descriptive statistics and multivariable logistic regression were used to identify demographic, clinical, and practice-related predictors. Sampling weights were used to generate national estimates.

resultsAn estimated 289,667,549 office visits were found among obese adults during the study period. Nearly 21.5% of these office visits had weight reduction advice, 24.5% exercise counseling, 33.9% dietary counseling, 40.1% any counseling, and 12.2% all three counseling. Logistic regression analysis showed that the odds of receiving any type of advice were significantly higher among Blacks (OR 1.43, 95% CI 1.11-1.85), Hispanics (OR 1.48, 95% CI 1.03-2.14), those with hyperlipidemia (OR 1.82, 95% CI 1.45-2.29), chronic problems (OR 1.84, 95% CI 1.44-2.35), and those seeking preventive care (OR 1.67, 95% CI 1.28-2.18), whereas lower among those who were ≥ 65 years (OR 0.68, 95% CI 0.49-0.95). The odds of receiving all types of advice were significantly higher among Hispanics (OR 2.02, 95% CI 1.09-3.73), those with chronic problems (OR 2.00, 95% CI 1.41-2.84), and those seeking preventive care (OR 1.76, 95% CI 1.21-2.56), and those whose physicians were also their primary care providers (OR 1.06, 95% CI 1.21-3.53).

conclusionsWeight-related counseling remains infrequent in US primary care settings, particularly for older adults and those with comorbidities. Strengthening patient-provider relationships and targeting identified gaps could improve obesity management.

Indexed as

chronic disease managementexercise and dietary adviceobesitypatient-provider relationshippreventive careprimary careweight reduction counseling

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.