Evidence map›Paper›PMID 42167947›Full record

ArticleBMJ open2026

Association of community sociodemographic and tuberculosis-related factors with variability in community-level tuberculosis stigma in South Africa: an ecological analysis from the MISSED TB Outcomes study.

Aaron M Kipp, Dawie Olivier, Nelisiwe Skonje, Liyabuya Majiza, Emilyn Free, Kristopher J Preacher, Nondumiso Ngcelwane, Amrita Daftary, Andrew Medina-Marino

Abstract read
In one paragraph

Article in BMJ open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Multidimensional Poverty and Implementation Reach of Household Contact Tracing for Tuberculosis in South Africa: Analysis of a Randomized Trial.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2026
    Trial
  2. Article
  3. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors.

Aaron M KippDepartment of Public Health, East Carolina University Brody School of Medicine, Greenville, North Carolina, USA kippa19@ecu.edu.ORCID http://orcid.org/0000-0003-2651-2445
Dawie OlivierDesmond Tutu HIV Centre, University of Cape Town, Cape Town, South Africa.
Nelisiwe SkonjeDesmond Tutu HIV Centre, University of Cape Town, Cape Town, South Africa.
Liyabuya MajizaDesmond Tutu HIV Centre, University of Cape Town, Cape Town, South Africa.
Emilyn FreeDepartment of Public Health, East Carolina University Brody School of Medicine, Greenville, North Carolina, USA.
Kristopher J PreacherDepartment of Psychology & Human Development, Vanderbilt University, Nashville, Tennessee, USA.
Nondumiso NgcelwaneDepartment of Health, Buffalo City Metro Health District, East London, South Africa.
Amrita DaftarySchool of Global Health and Dahdaleh Institute of Global Health Research, York University, Toronto, Ontario, Canada.ORCID http://orcid.org/0000-0003-2275-3540
Andrew Medina-MarinoDesmond Tutu HIV Centre, University of Cape Town, Cape Town, South Africa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTuberculosis (TB) stigma is a critical barrier to timely diagnosis and treatment, yet few studies have quantified community-level TB stigma or its variability across geographic contexts. This study describes methods for capturing community-level TB stigma and examines stigma variability and correlations with community-level sociodemographic and TB-related factors across urban, periurban and rural communities.

designEcological study.

setting93 demarcated study communities in Buffalo City Metropolitan Health District, Eastern Cape, South Africa.

participants3869 heads of household, age ≥18 years, were surveyed in a geographically clustered random sample of households across the 93 study communities. PRIMARY OUTCOME MEASURES: Validated scales were used to measure perceived TB stigma. Community levels of TB stigma were generated by aggregating individual responses within each study community.

resultsMedian community TB stigma scores varied significantly by community location: compared with urban communities, rural communities had lower TB stigma scores (beta=-0.235; 95% CI -0.362 to -0.108) while periurban communities had higher scores (beta=0.136; 95% CI 0.017 to 0.254). Community TB stigma was positively associated with community HIV stigma, with the strongest associations in urban (beta=0.977 (95% CI 0.634 to 1.321) and rural (beta=0.816 (95% CI 0.186 to 1.446) communities. No associations were observed between TB stigma and TB prevalence, TB knowledge or household demographics after adjusting for community location.

conclusionsTB stigma varied meaningfully across communities and was associated with urbanicity and HIV stigma. Stigma is a complex social process and there may be many other factors shaping TB stigma at the community level. Future research and stigma-reduction interventions should consider local contexts and community-level determinants beyond individual demographics, TB knowledge or community TB burden.

Indexed as

Social StigmaTuberculosisAdolescentAdultFemaleHumansMaleMiddle AgedResidence CharacteristicsRural PopulationSociodemographic FactorsSocioeconomic FactorsSouth AfricaUrban PopulationYoung AdultEcological Study DesignGlobal HealthNeighborhood CharacteristicsSocial Determinants of HealthSocial StigmaSouth AfricaTuberculosis

Identifiers

PMID42167947
PMCPMC13202053

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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.