Evidence map›Paper›PMID 37088509›Full record

SynthesisBehavior therapy2023

Weight Bias Internalization and Psychosocial, Physical, and Behavioral Health: A Meta-Analysis of Cross-Sectional and Prospective Associations.

Kelly A Romano, Kristin E Heron, Cassidy M Sandoval, Rachel I MacIntyre, Lindsay M Howard, Monica Scott, Tyler B Mason

Abstract readMeta-AnalysisReview
In one paragraph

Synthesis in Behavior therapy, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed
–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

24 citing papers in PubMed.

  1. Article
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  4. Review
  5. Article
  6. Observational
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  8. Article
  9. More than meets the eye: phenomenological insights into the functioning of people with lipoedema.International journal of qualitative studies on health and well-being · 2025
    Article
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  11. Review
  12. Article
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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.

Kelly A RomanoThe Virginia Consortium Program in Clinical Psychology. Electronic address: kroma001@odu.edu.
Kristin E HeronThe Virginia Consortium Program in Clinical Psychology; Old Dominion University.
Cassidy M SandovalThe Virginia Consortium Program in Clinical Psychology.
Rachel I MacIntyreMillersville University.
Lindsay M HowardAugustana University.
Monica ScottOld Dominion University.
Tyler B MasonUniversity of Southern California.

Funding

Biobehavioral Effects of Inhibitory Control on Eating and Diet Behaviors Among AdolescentsK01DK124435 · NIDDK · UNIVERSITY OF SOUTHERN CALIFORNIA · PI MASON, TYLER · 2020 to 2024
$736k
Affect, Mind-Body Factors, and Eating Behaviors: Examining Naturalistic Associations among Female Young Adults with Eating Disorder SymptomsF31MH120982 · NIMH · OLD DOMINION UNIVERSITY · PI ROMANO, KELLY A. · 2020 to 2021
$67k
NIDDK NIH HHS K01 DK124435NIMH NIH HHS F31 MH120982
6 · The paper itself

Abstract

Coinciding with widespread efforts to address obesity, weight bias internalization (a process of self-devaluation wherein individuals apply weight-biased stereotypes to themselves) has gained increased attention as a robust correlate of poor health outcomes. The present meta-analysis aimed to provide the largest quantitative synthesis of associations between weight bias internalization and health-related correlates. Studies that provided zero-order correlations for cross-sectional or prospective associations between weight bias internalization and physical, psychosocial, and behavioral health correlates were included in the meta-analysis. Meta-regression determined whether these associations differed based on demographic (sex/gender, race, age), anthropometric (body mass index), and study-level (publication status, sample type, study quality) moderators. Data for 149 (sub)samples were identified that included between 14 and 18,766 participants (M sample size = 534.96, SD = 1,914.43; M age = 34.73, SD = 12.61, range = 9.95-65.70). Results indicated that greater weight bias internalization was concurrently associated with worse psychosocial (e.g., negative and positive mental health, social functioning), physical (e.g., BMI, weight maintenance, health-related quality of life [HRQoL]), and behavioral health (e.g., disordered eating behaviors, healthy eating, physical activity) across most constructs, with effects ranging from small to very large in magnitude. Preliminary evidence also suggested that greater weight bias internalization was subsequently associated with less weight loss and increased negative mental health. Notable variations in the nature and magnitude of these associations were identified based on the health-related correlate and moderator under consideration. These findings indicate that weight bias internalization is linked to multiple adverse health-related outcomes and provide insight into priorities for future research, theory building, and interventions in this area.

Indexed as

Quality of LifeWeight PrejudiceAdolescentAdultAgedBody Mass IndexBody WeightChildCross-Sectional StudiesHumansMiddle AgedObesityYoung Adultbehavioral healthhealthmental healthweight bias internalizationweight stigma

Identifiers

PMID37088509
PMCPMC10126478

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.