Weight bias among undergraduate women with health-related majors: a systematic review
- PMID: 40506778
- PMCID: PMC12160116
- DOI: 10.1186/s40337-025-01275-1
Weight bias among undergraduate women with health-related majors: a systematic review
Abstract
Background: Weight bias in healthcare has negative consequences for both patients and providers. While weight bias has been examined among healthcare professionals, understanding levels of bias during education may aid in understanding when bias is most salient and allow for targeted intervention to reduce bias. The objective of this systematic review was to describe the levels of explicit, internalized, and implicit weight bias among undergraduate women majoring in health-related fields.
Methods: This review was pre-registered with PROSPERO (CRD42023478263). A systematic literature search was conducted using PubMed, APA PsycINFO (Proquest), CINAHL Plus with Full Text, Web of Science, and Cochrane Library (CENTRAL). Search terms centered on weight bias and undergraduate students studying health-related topics. Original research studies available in English that presented data on weight bias outcomes and presented data in the publication or provided data after being contacted for undergraduate women in health-related majors were included. Study quality was assessed with the Joanna Briggs Institute critical appraisal tool. Mean scores for quantitative scales and themes from qualitative studies were extracted and summarized.
Results: The search produced 681 results; 14 studies were found eligible representing 3,260 women from eight countries. Eight different quantitative scales were used across 12 studies to assess aspects of weight bias; one assessed implicit weight bias and one subscale assessed internalized weight bias. Two of the 14 studies used qualitative methods. Most studies reported low or moderate weight bias but most scale developers did not include cut points. Scales relating to controllability of obesity or blame had scores most indicative of weight bias.
Discussion: Undergraduate women in health-related majors have levels of explicit weight bias similar to levels that have been reported in healthcare professionals. There have been limited studies assessing internalized weight bias, implicit weight bias, and qualitative assessments in undergraduate women majoring in health-related fields.
© 2025. The Author(s).
Conflict of interest statement
Declarations. Ethics approval and consent to participate: Not applicable. Competing interests: The authors declare no competing interests.
References
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- Lawrence BJ, Kerr D, Pollard CM, et al. Weight bias among health care professionals: a systematic review and meta-analysis. Obesity. 2021;29(11):1802–12. 10.1002/oby.23266. - PubMed
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- Panza GA, Armstrong LE, Taylor BA, Puhl RM, Livingston J, Pescatello LS. Weight bias among exercise and nutrition professionals: a systematic review. Obes Rev Off J Int Assoc Study Obes. 2018;19(11):1492–503. 10.1111/obr.12743. - PubMed
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