Evidence map›Paper›PMID 31037541›Full record

ArticleSocial psychiatry and psychiatric epidemiology2019

Geographic distribution and determinants of mental health stigma in central Mozambique.

Yue Zhang, Orvalho Augusto, Kristjana Ásbjörnsdóttir, Adam Akullian, Vasco Cumbe, Deepa Rao, Sarah Gimbel, Kenneth Sherr, Bradley H Wagenaar, with input from the INCOMAS Study Team

Abstract read
In one paragraph

Article in Social psychiatry and psychiatric epidemiology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
2.4field-weighted citation impact, top 12% of its field
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

12 citing papers in PubMed, 29 citations in OpenAlex.

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  11. Leveraging Neuroscience to Fight Stigma Around Mental Health.Frontiers in behavioral neuroscience · 2021
    Review
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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

10 authors at 4 institutions in 2 countries.

Yue ZhangDepartment of Global Health, University of Washington, 1959 NE Pacific Street, Seattle, WA, 98195, USA. april.zhangyue@outlook.com.ORCID http://orcid.org/0000-0001-6984-3047
Orvalho AugustoDepartment of Global Health, University of Washington, 1959 NE Pacific Street, Seattle, WA, 98195, USA.ORCID http://orcid.org/0000-0002-0005-3968
Kristjana ÁsbjörnsdóttirDepartment of Global Health, University of Washington, 1959 NE Pacific Street, Seattle, WA, 98195, USA.
Adam AkullianInstitute for Disease Modeling, Bellevue, WA, USA.ORCID http://orcid.org/0000-0001-8247-2172
Vasco CumbeMozambique Ministry of Health, Maputo, Sofala, Mozambique.ORCID http://orcid.org/0000-0002-1131-8597
Deepa RaoDepartment of Global Health, University of Washington, 1959 NE Pacific Street, Seattle, WA, 98195, USA.ORCID http://orcid.org/0000-0003-4076-0170
Sarah GimbelDepartment of Global Health, University of Washington, 1959 NE Pacific Street, Seattle, WA, 98195, USA.
Kenneth SherrDepartment of Global Health, University of Washington, 1959 NE Pacific Street, Seattle, WA, 98195, USA.
Bradley H WagenaarDepartment of Global Health, University of Washington, 1959 NE Pacific Street, Seattle, WA, 98195, USA.ORCID http://orcid.org/0000-0002-3351-7175
with input from the INCOMAS Study Team
University of Washington · USBellevue Hospital Center · USEduardo Mondlane University · MZSeattle Pacific University · US

Funding

University of Washington/Fred Hutch Center for AIDS ResearchP30AI027757 · NIAID · UNIVERSITY OF WASHINGTON · PI EDWIN ROBERTO ORELLANA · 1988 to 2026
$104.9M
StepWell: Stepped Care Mental Health and Substance Use Telehealth Services for COVID-19 Affected PatientsU19MH113203 · NIMH · NEW YORK STATE PSYCHIATRIC INSTITUTE DBA RESEARCH FOUNDATION FOR MENTAL HYGIENE, INC · PI OQUENDO, MARIA A, WAINBERG, MILTON L · 2017 to 2021
$5.7M
PALOP MENTAL HEALTH IMPLEMENTATION RESEARCH TRAININGD43TW009675 · FIC · NEW YORK STATE PSYCHIATRIC INSTITUTE DBA RESEARCH FOUNDATION FOR MENTAL HYGIENE, INC · PI Lidia Gouveia, Maria A Oquendo · 2014 to 2026
$3.2M
Strengthening the identification and treatment of depression in primary care in MozambiqueK01MH110599 · NIMH · UNIVERSITY OF WASHINGTON · PI WAGENAAR, BRADLEY · 2017 to 2020
$633k
FIC NIH HHS D43 TW009675NIAID NIH HHS P30 AI027757NIMH NIH HHS K01 MH110599NIMH NIH HHS U19 MH113203U.S. National Institute of Mental Health K01MH110599
6 · The paper itself

Abstract

purposeThis study describes patterns of community-level stigmatizing attitudes towards mental illness (MI) in central Mozambique.

methodsData for this study come from a representative community household survey of 2933 respondents ≥ 18 years old in Manica and Sofala Provinces, Mozambique. Six MI stigma questions represented primary research outcomes. Bivariate and multivariable analyses examined the relationship between key explanatory factors and each stigma question. Spatial analyses analyzed the smoothed geographic distribution of responses to each question and explored the association between geographic location and MI stigma controlling for individual-level socio-demographic factors.

resultsStigmatizing attitudes towards MI are prevalent in central Mozambique. Analyses showed that males, people who live in urban places, divorced and widowed individuals, people aged 18-24, people with lower education, people endorsing no religion, and people in lower wealth quintiles tended to have significantly higher levels of stigmatizing attitudes towards MI. Individuals reporting depressive symptoms scored significantly higher on stigmatizing questions, potentially indicating internalized stigma. Geographic location is significantly associated with people's response to five of the stigma questions even after adjusting for individual-level factors.

conclusionStigmatizing attitudes towards MI are common in central Mozambique and concentrated amongst specific socio-demographic groups. However, geographic analyses suggest that structural factors within communities and across regions may bear a greater influence on MI stigma than individual-level factors alone. Further implementation science should consider focusing on identifying the most significant modifiable structural factors associated with MI stigma in LMICs to inform the development, testing, and optimization of multi-level stigma prevention interventions.

Indexed as

Attitude to HealthSocial StigmaStereotypingAdolescentAdultFamily CharacteristicsFemaleGeographyHumansMaleMental DisordersMiddle AgedMozambiquePrevalenceSurveys and QuestionnairesYoung AdultDeterminants of stigmaGeographic information systemsMI stigmaMozambiqueSpatial analysis

Identifiers

PMID31037541
PMCPMC6821573
OpenAlexW2942774784

What OpenQuestion holds

Textmetadata
LicenceTDM
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.