ArticleEClinicalMedicine2023
"Is it time to throw out the weighing scales?" Implicit weight bias among healthcare professionals working in bariatric surgery services and their attitude towards non-weight focused approaches.
Article in EClinicalMedicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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.
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.
Who cites it
11 citing papers in PubMed, 15 citations in OpenAlex.
- UK Healthcare Professionals' Knowledge, Attitudes, and Beliefs About Adult Obesity: A Qualitative Study.Obesity science & practice · 2026Article
- Implicit Bias in Health Professionals: A Scoping Review.International journal of environmental research and public health · 2026Article
- How does the Calibre learning program impact attitudes towards caring for patients who have obesity?Obesity pillars · 2026Article
- Implementation of weight-inclusive care in primary care: a mixed-methods pilot study of a brief, behavior-focused provider training.Frontiers in public health · 2026Article
- Relationship between Weight Bias Internalization, Diabetes Stigma, and Perceptions of Healthcare Interactions among People with Type 2 Diabetes.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2025Article
- Development of a core patient-centred outcome set for adults living with obesity: a modified delphi-based international consensus.EClinicalMedicine · 2025Article
- Integrative Strategies in Primary Care: Addressing Recurrent Weight Gain Post-Metabolic and Bariatric Surgery.Obesity science & practice · 2025Review
- Weight Stigma in the Metabolic Bariatric Surgery Context: Current State of the Literature, Conceptual Model, and Looking Forward.Current obesity reports · 2025Review
- Healthcare inequities and healthcare providers: we are part of the problem.International journal for equity in health · 2025Review
- Idiopathic Intracranial Hypertension - How Can Orthoptists Help Improve Care?The British and Irish orthoptic journal · 2024Article
- Collection on reframing obesity in health care and ending weight stigma: presenting evidence for change.EClinicalMedicine · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: People living with overweight or obesity (PLwO) can be stigmatised by healthcare professionals (HCPs). Reducing focus on weight is a proposed strategy to provide less threatening healthcare experiences. Given the lack of research on weight bias within obesity services, this study aimed to explore implicit bias among obesity specialist HCPs and explore views on non-weight focused approaches. Methods: Obesity specialist HCPs were invited to a webinar, "An exploration of non-weight focused approaches within bariatric services", held in October 2021. Implicit weight bias was examined using the BiasProof mobile device test, based on the Implicit Association Test. Poll data was analysed descriptively, and qualitative data was analysed using framework analysis. Findings: 82 of the 113 HCPs who attended the webinar consented to contribute data to the study. Over half (51%) had an implicit weight bias against PLwO. Most (90%) agreed/strongly agreed that obesity services are too weight focused and that patients should not be weighed at every appointment (86%). Perceived benefits of taking a non-weight focused approach included patient-led care, reducing stigma and supporting patient wellbeing, while perceived barriers included loss of objectivity, inducing risk and difficulty demonstrating effectiveness. Interpretation: Our findings indicate that half of obesity specialists HCPs in our sample of 82 providers, who are primarily dieticians and psychologists, have an implicit weight bias against PLwO. HCPs feel that a weight-focused approach within services was a barrier to patient care, but that there is a lack of alternative non-weight focused measures. Further research is needed into substitute outcome measures for clinical practice, also seeking the views of PLwO, and into interventions to address implicit weight bias. Funding: Johnson & Johnson funded the BiasProof licence and publication open access charge.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.