Community variability in TB-related stigma in South Africa: an ecologic analysis from the MISSED TB Outcomes Study
Kipp, A. M.; Olivier, D.; Skonje, N.; Majiza, L.; Free, E.; Preacher, K. J.; Daftary, A.; Ngcelwane, N.; Medina-Marino, A.
Show abstract
IntroductionTuberculosis (TB) stigma is a critical barrier to timely diagnosis and treatment. Although stigma originates within communities, 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 across 93 urban, peri-urban, and rural communities in Buffalo City Metropolitan Health District, South Africa. MethodsAs part of the MISSED TB Outcomes Study, heads of household (HoHs) were surveyed in a geographically clustered random sample of households across demarcated study communities. Validated scales were used to measure perceived community-level TB stigma, HIV stigma, and TB/HIV knowledge. Demographic data, including self-reported household TB and HIV history, were also captured. Community-level data, including TB and HIV stigma, were generated by aggregating individual responses within each study community. Associations between TB stigma and other community-level variables were analyzed using robust linear regression. ResultsSurveys were completed by 3,869 households across 93 communities. Median community TB stigma scores varied significantly by community location, with rural communities reporting the lowest stigma and peri-urban communities the highest. TB stigma was positively associated with HIV stigma across all community types, with the strongest associations in urban and rural 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 influenced by urbanicity and HIV stigma. These findings suggest that stigma-reduction interventions must be tailored to local contexts and consider community-level determinants beyond individual knowledge or TB burden. The identified variability in TB stigma will inform future multilevel analyses of the TB care cascade in South Africa. KEY MESSAGESO_ST_ABSWhat is already known on this topicC_ST_ABSStudies of TB stigma primarily focus on individual-level factors that determine stigma. There is very little known about community-level TB stigma and potential determinants of its variation across communities. What this study addsThis study found substantial variability in TB stigma across 93 study communities. Urban/rural status and community-level HIV stigma were important factors, while community TB prevalence and TB knowledge did not appear to be associated with stigma. How this study might affect research, practice or policyOur on-going research aims to identify additional community-level drivers that can inform TB stigma interventions. Urban versus rural status is likely a proxy for other drivers of stigma.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Higher loss of livelihood and impoverishment in households affected by tuberculosis compared to non-tuberculosis affected households in Zimbabwe: a cross-sectional study 96%
- Within-country heterogeneity in patterns of social contact relevant for tuberculosis infection transmission, prevention, and care 95%
- Settings, Characteristics, and Experiences of Stigma Among People with Tuberculosis in Kenya: National Survey Results 95%
Similar papers in this journal
- Private sector tuberculosis care quality during the COVID-19 pandemic: A repeated cross-sectional standardized patients study of adherence to national TB guidelines in urban Nigeria 93%
- Determinants of losses in the latent tuberculosis infection cascade of care in Brazil: a prospective multicenter cohort study 93%
- Effect of a home-based health, nutrition, and responsive stimulation intervention and conditional cash transfers on child development and growth: a cluster-randomized controlled trial in Tanzania 93%
Similar papers in this journal
- Tuberculosis services delivery challenges and their mitigations during the COVID-19 pandemic in Tanzania: A qualitative study 95%
- Pre-diagnostic loss to follow-up in an active case-finding TB program: a mixed-methods study from rural Bihar, India 94%
- Age-dependent inequalities in HIV/STI burden and care receipt among men and transgender persons who have sex with men in Nairobi 93%
Similar papers in this journal
- Outcomes of Isoniazid Preventive Therapy among people living with HIV in Kenya: A retrospective study of routine health care data 95%
- Strategies to resolve the gap in Adolescent Tuberculosis care at four health facilities in Uganda: The TEEN TB pilot project 94%
- Non-disclosure of tuberculosis diagnosis by patients to their household members in south western Uganda 94%
Similar papers in this journal
- HIV incidence among women engaging in sex work in sub-Saharan Africa: a systematic review and meta-analysis 93%
- Time trends in socio-economic inequalities in HIV testing: insights from population-based surveys in 16 sub-Saharan African countries 92%
- Population size, HIV prevalence, and antiretroviral therapy coverage among key populations in sub-Saharan Africa: collation and synthesis of survey data 2010-2023 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.