Evidence map›Paper›PMID 36928834›Full record

ArticlePloS one2023

Estimating the effect of anticipated depression treatment-related stigma on depression remission among people with noncommunicable diseases and depressive symptoms in Malawi.

Josée M Dussault, Chifundo Zimba, Harriet Akello, Melissa Stockton, Sherika Hill, Allison E Aiello, Alexander Keil, Bradley N Gaynes, Michael Udedi, Brian W Pence

Open access · goldFull text read
In one paragraph

Article in PloS one, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
0.3field-weighted citation impact, top 41% 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

1 citing paper in PubMed, 1 citations in OpenAlex.

  1. Trial
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 5 institutions in 2 countries.

Josée M DussaultDepartment of Epidemiology, UNC Gillings School of Global Public Health, Chapel Hill, NC, United States of America.ORCID 0000-0001-7434-2159
Chifundo ZimbaUNC Project Malawi, Lilongwe, Malawi.
Harriet AkelloUNC Project Malawi, Lilongwe, Malawi.
Melissa StocktonDepartment of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, United States of America.ORCID 0000-0002-0737-7180
Sherika HillCenter for Child and Family Policy, Duke University, Durham, NC, United States of America.
Allison E AielloDepartment of Epidemiology, UNC Gillings School of Global Public Health, Chapel Hill, NC, United States of America.
Alexander KeilDepartment of Epidemiology, UNC Gillings School of Global Public Health, Chapel Hill, NC, United States of America.ORCID 0000-0002-0955-6107
Bradley N GaynesDepartment of Epidemiology, UNC Gillings School of Global Public Health, Chapel Hill, NC, United States of America.
Michael UdediNCDs & Mental Health Unit, Ministry of Health Malawi, Lilongwe, Malawi.ORCID 0000-0001-8769-4313
Brian W PenceDepartment of Epidemiology, UNC Gillings School of Global Public Health, Chapel Hill, NC, United States of America.
Columbia University · USDuke University · USMinistry of Health · MWNew York Psychoanalytic Society and Institute · USUniversity of North Carolina Health Care · US

Funding

Global Mental Health Research Fellowship: Interventions That Make a DifferenceT32MH096724 · NIMH · NEW YORK STATE PSYCHIATRIC INSTITUTE DBA RESEARCH FOUNDATION FOR MENTAL HYGIENE, INC · PI MILTON L WAINBERG · 2012 to 2026
$4.4M
Sub-Saharan Africa Regional Partnership (SHARP) for Mental Health Capacity Building - Scale-Up ComponentU19MH113202 · NIMH · UNIV OF NORTH CAROLINA CHAPEL HILL · PI HOSSEINIPOUR, MINA CHRISTINE, PENCE, BRIAN W · 2017 to 2021
$4.1M
Training in Infectious Disease Epidemiology (TIDE)T32AI070114 · NIAID · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Brian W Pence · 2007 to 2026
$4.0M
Malawian Program for Mental Health Research Training (WARMHEART)D43TW011794 · FIC · UNIV OF NORTH CAROLINA CHAPEL HILL · PI BRADLEY N GAYNES, Kazione Radson Kulisewa · 2020 to 2026
$1.8M
FIC NIH HHS D43 TW011794NIAID NIH HHS T32 AI070114NIMH NIH HHS T32 MH096724NIMH NIH HHS U19 MH113202
6 · The paper itself

Abstract

purposeWhile mental health stigma research is sparse in Malawi, research in other settings suggests that stigma represents a barrier to mental health treatment and recovery. Accordingly, we conducted an analysis to understand the role of treatment-related stigma in depression care in Malawi by estimating the effect of patients' baseline anticipated treatment-related stigma on their 3-month probability of depression remission when newly identified with depression.

methodsWe conducted depression screening and treatment at 10 noncommunicable disease (NCD) clinics across Malawi from April 2019 through December 2021. Eligible cohort participants were 18-65 years with depressive symptoms indicated by a PHQ-9 score ≥5. Questionnaires at the baseline and 3-month interviews included a vignette-based quantitative stigma instrument that measured treatment-related stigma, i.e., concerns about external stigma because of receiving depression treatment. Using inverse probability weighting to adjust for confounding and multiple imputation to account for missing data, this analysis relates participants' baseline levels of anticipated treatment stigma to the 3-month probability of achieving depression remission (i.e., PHQ-9 score < 5).

resultsOf 743 included participants, 273 (37%) achieved depression remission by their 3-month interview. The probability of achieving depression remission at the 3-month interview among participants with high anticipated treatment stigma (0.31; 95% Confidence Interval [CI]: 0.23, 0.39)) was 10 percentage points lower than among the low/neutral stigma group (risk: 0.41; 95% CI: 0.36, 0.45; RD: -0.10; 95% CI: -0.19, -0.003).

conclusionIn Malawi, a reduction in anticipated depression treatment-related stigma among NCD patients initiating depression treatment could improve depression outcomes. Further investigation is necessary to understand the modes by which stigma can be successfully reduced to improve mental health outcomes and quality of life among people living with depression.

Indexed as

DepressionNoncommunicable DiseasesHumansMalawiQuality of LifeSocial Stigma

Identifiers

PMID36928834
PMCPMC10019662
OpenAlexW4327550241

What OpenQuestion holds

Textfull text, public
LicenceCC0
measurements read66
identifiers read2
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.