Evidence map›Paper›PMID 40747368›Full record

ReviewEClinicalMedicine2025

Stigma measurement in health: a systematic review.

Sara Malone, Lara Counts, Luke Zabotka, Anneliese Williams, Nele Loecher, Kayla Wynja, Gemma Bryan, Robin Tanner, Ana Cáceres-Serrano, Gia Ferrara and 10 more

Abstract readReview
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Factors Limiting Access to Surgical Treatment of Focal Epilepsy in Kazakh Population.International journal of environmental research and public health · 2026
    Observational
  3. Article
  4. Article
  5. Article
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

20 authors.

Sara MaloneSchool of Public Health, Washington University in St. Louis, St. Louis, MO, USA.
Lara CountsDepartment of Global Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, TN, USA.
Luke ZabotkaSchool of Public Health, Washington University in St. Louis, St. Louis, MO, USA.
Anneliese WilliamsDepartment of Public Health, Purdue University, West Lafayette, IN, USA.
Nele LoecherDepartment of Psychology and Biobehavioral Sciences, St. Jude Children's Research Hospital, Memphis, TN, USA.
Kayla WynjaDepartment of Global Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, TN, USA.
Gemma BryanDepartment of Global Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, TN, USA.
Robin TannerUniversity of Tennessee Health Science Center, Memphis, TN, USA.
Ana Cáceres-SerranoUnidad Nacional de Oncología Pediátrica, Guatemala City, Guatemala.
Gia FerraraDepartment of Global Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, TN, USA.
Lucia FuentesUnidad Nacional de Oncología Pediátrica, Guatemala City, Guatemala.
Tharwa BilbeisiDepartment of Global Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, TN, USA.
Marissa MaheuDepartment of Global Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, TN, USA.
Benjamin K OelkersDepartment of Global Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, TN, USA.
Muna OgwoDepartment of Global Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, TN, USA.
Lauren YaegerBecker Medical Library, Washington University in St. Louis School of Medicine, St. Louis, MO, USA.
Asya AgulnikDepartment of Global Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, TN, USA.
Dylan GraetzDepartment of Global Pediatric Medicine, St. Jude Children's Research Hospital, Memphis, TN, USA.
RESPECT Teamb
RESPECT Team

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

DiscriminationHealthMeasurementStigma

Identifiers

PMID40747368
PMCPMC12311962

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.