Evidence map›Paper›PMID 39695062›Full record

ArticleJournal of general internal medicine2025

Changes in Healthcare Professionals' Practice Behaviors Through an Educational Intervention Targeting Weight Bias.

Amanda Velazquez, Karen J Coleman, Robert F Kushner, Joseph F Nadglowski, Patricia M Nece, Jing Zhang, A Janet Tomiyama

Abstract read
In one paragraph

Article in Journal of general internal medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  5. Article
  6. Addressing weight stigma and communicating with patients.Archives of endocrinology and metabolism · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Amanda VelazquezCenter for Weight Management and Metabolic Health, Jim and Eleanor Randall Department of Surgery, Cedars Sinai Medical Center, Los Angeles, CA, USA. amanda.velazquez@cshs.org.ORCID 0000-0002-7620-4443
Karen J ColemanDepartment of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA.
Robert F KushnerDepartment of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Joseph F NadglowskiObesity Action Coalition, Tampa, FL, USA.
Patricia M NeceObesity Action Coalition, Tampa, FL, USA.
Jing ZhangDepartment of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA.
A Janet TomiyamaDepartment of Psychology, University of California, Los Angeles, Los Angeles, CA, USA.

Funding

Food Insecurity, Poor Diet, and Metabolic Syndrome: Cortisol’s Amplifying RoleR01DK128575 · NIDDK · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI TOMIYAMA, A. JANET · 2021 to 2025
$2.0M
Obesity stigma and health behavior: An experimental approachR01HL158555 · NHLBI · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI TOMIYAMA, A. JANET · 2021 to 2023
$1.3M
Foundation for the National Institutes of Health R01DK128575Foundation for the National Institutes of Health R01HL158555National Science Foundation BCS2220295NHLBI NIH HHS R01 HL158555NIDDK NIH HHS R01 DK128575
6 · The paper itself

Abstract

objectiveWeight bias is pervasive in healthcare and leads to worse patient outcomes. A uniquely designed 4-h continuing medical education (CME) intervention was assessed for changing healthcare professionals' (HCPs') weight biases and clinical practice behaviors.

designThe intervention used a (1) pre/post design examining CME attendees' self-reported weight bias at baseline, after, and 4- and 12-month follow-up, and (2) post/post design examining obesity practice behaviors 12 months after intervention in attendees and non-attendees.

settingSingle medical center service area within Kaiser Permanente Southern California.

participantsAll HCPs (n = 472) from the target service area were eligible to attend. Analyses were done with 218 HCPs who attended and 89 who did not. METHODS AND ANALYSIS: The intervention contained theory-based elements of changing attributions of responsibility of obesity, increasing empathy, creating self-awareness of weight bias, and creating a bias-free culture. For pre/post analyses, the primary outcome was self-reported weight bias. For comparative analyses of CME attendees and non-attendees, the outcomes were electronic medical record-confirmed rates of obesity diagnosis and referrals to evidence-based obesity treatments in the 12 months following the CME intervention.

resultsSelf-reported negative obesity stereotypes were significantly reduced compared to baseline while self-reported empathy and confidence in caring for patients with obesity were significantly increased immediately post intervention and were maintained at 4- and 12-month follow-up. After adjusting for years in practice, race/ethnicity, gender, profession type, practice type, and panel size, HCPs who attended the CME intervention had significantly increased odds (range 60-212%) of diagnosis and obesity-related referrals in the 12 months following the CME intervention when compared to HCPs who did not attend. CONCLUSION AND RELEVANCE: This intervention has promise to be a scalable program that goes beyond impacting HCP's self-reported weight bias and also changes HCPs' clinical practice behaviors related to obesity treatment.

Indexed as

Attitude of Health PersonnelEducation, Medical, ContinuingHealth PersonnelObesityPractice Patterns, Physicians'Weight PrejudiceAdultFemaleFollow-Up StudiesHumansMaleMiddle Agedcontinuing medical educationinterventionobesityweight biasweight stigma

Identifiers

PMID39695062
PMCPMC12119418

What OpenQuestion holds

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Registered trials

None linked

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.