ReviewEClinicalMedicine2025
Stigma measurement in health: a systematic review.
Review in EClinicalMedicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 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
5 citing papers in PubMed.
- Psychometric properties of the Vietnamese version of the 12-item HIV stigma scale (HSS-12) among people living with HIV in Vietnam.BMC psychology · 2026Article
- Factors Limiting Access to Surgical Treatment of Focal Epilepsy in Kazakh Population.International journal of environmental research and public health · 2026Observational
- Communication features of ChatGPT responses and care-seeking intention for syphilis in Japan: a controlled dialogue experiment.Journal of rural medicine : JRM · 2026Article
- Internalized stigma among pediatric patients with osteosarcoma and retinoblastoma in Guatemala, Jordan, and Zimbabwe.Frontiers in oncology · 2026Article
- A qualitative exploration of the experience of individual-level stigma among adolescents with a chronic illness.PloS one · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
20 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Stigma experienced by individuals with disease is a barrier to health-seeking behaviors and outcomes. Our aim was to systematically review how stigma has been defined and measured and identify gaps in approaches to measurement and intervention. Methods: A systematic review was conducted following PRISMA guidelines. Databases were searched for stigma measurement in health through July 2024. 8123 citations were screened. Data on definitions, measurement, psychometrics, and interventions were extracted. PROSPERO: CRD42023433176. Findings: We identified 2267 studies (2605 tools) from 101 countries. 396 (15.2%) tools focused on development and 2369 (91.0%) applied tools. Most tools assessed adults (77.2%). Over 750 stigma tools were identified; many tools were adapted (n = 674) or shortened (n = 446). 117 studies reported effective interventions, primarily in adults. Key gaps included lack of consensus on definitions, limited pediatric-focused research, and insufficient attention to structural drivers of stigma. Interpretation: This review calls for standardized, context-sensitive stigma measurement and interventions applicable across conditions and settings. Addressing these gaps is crucial to reducing the global burden of stigma and enhancing health outcomes. Future research should focus on unified conceptual approaches and definitions to develop globally adaptable tools and scalable interventions that address both the experiences and structural drivers of stigma. Funding: Components for the programs involved in this work have been funded by St. Jude Children's Research Hospital, the National Cancer Institute (3POCA021765-44S2), the American Lebanese Syrian Associated Charities, and Siteman Cancer Center. The views in this paper are those of the authors and don't necessarily reflect the funding agencies. The funding agencies were not involved in the writing or submitting of this work.
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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.