Evidence map›Paper›PMID 41932692›Full record

Trial reportBMJ global health2026

Risk and protective factors of depression among caregivers of children with disabilities in rural Rwanda.

Alain Ahishakiye, Leila Dal Santo, Mary C Smith Fawzi, Ann C Miller, Matias Placencio-Castro, Hannah Gilbert, Sarah K G Jensen, Kim Wilson, Catherine M Kirk, Vincent Sezibera and 1 more

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in BMJ global health, 2026. 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
–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

1 citing paper in PubMed.

  1. 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

11 authors.

Alain AhishakiyeCentre for Mental Health, University of Rwanda, Kigali, Rwanda alanahish@gmail.com.ORCID 0000-0002-5007-226X
Leila Dal SantoSocial Work, Boston College University, Boston, Massachusetts, USA.
Mary C Smith FawziGlobal Health and Social Medicine, Harvard Medical School, Boston, Massachusetts, USA.
Ann C MillerGlobal Health and Social Medicine, Harvard Medical School, Boston, Massachusetts, USA.ORCID 0000-0001-6841-9439
Matias Placencio-CastroSocial Work, Boston College University, Boston, Massachusetts, USA.ORCID 0000-0003-4927-3344
Hannah GilbertGlobal Health and Social Medicine, Harvard Medical School, Boston, Massachusetts, USA.
Sarah K G JensenBoston Children's Hospital, Boston, Massachusetts, USA.
Kim WilsonBoston Children's Hospital, Boston, Massachusetts, USA.
Catherine M KirkIndependent Researcher, Partners In Health/Inshuti Mu Buzima, Rwinkwavu, Rwanda.ORCID 0000-0001-9103-2611
Vincent SeziberaCentre for Mental Health, University of Rwanda, Kigali, Rwanda.
Theresa S BetancourtGlobal Health and Social Medicine, Harvard Medical School, Boston, Massachusetts, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCaregivers of children with disabilities are at increased risk of experiencing poor mental health due to the compound effects of financial and family stressors. This study aims to identify risk and protective factors for poor mental health, particularly depression, among caregivers of young children with disabilities.

methodsThis is a secondary data analysis, including a total of 1518 caregivers who were enrolled at baseline in a cluster randomised trial evaluating the effects of Sugira Muryango, a home-visiting parenting intervention, on early child development and violence prevention outcomes. A total of 309 primary caregivers were identified as having a child aged 12-36 months who screened positive for some form of developmental delay. Associations between key sociodemographic and household characteristics and depression outcomes were explored using multivariable linear regression models.

resultsAmong the sample of caregivers of children with disabilities, 65% met the clinical cut-off for likely depression. Economic hardship (β=0.158, p<0.001), food insecurity (β=0.009, p<0.01) and caregiver illness (β=0.183, p<0.01) were significant risk factors for depression. In contrast, family unity (β=-0.013, p<0.001) was an important protective factor for depression among these caregivers. Among married/cohabiting caregivers, intimate partner violence (IPV) was associated with higher mean depression scores (β=0.306, p<0.001), though the inclusion of family unity in the full model (inclusive of risk and protective factors) attenuated the impact of IPV on depression.

conclusionsProgrammes targeting children with disabilities should also address the mental health needs of parents. Mental health difficulties are common for caregivers living in poverty, especially those raising a child with a disability or developmental delay. Additionally, parenting programmes that reduce family violence and build family unity should be prioritised by policymakers interested in improving the mental health and well-being of families facing extreme poverty.

Indexed as

CaregiversChildren with DisabilitiesDepressionAdultChild, PreschoolFemaleHumansInfantMalePovertyProtective FactorsRisk FactorsRural PopulationRwandaChild healthGlobal HealthMaternal healthMental Health & Psychiatry

Identifiers

PMID41932692
PMCPMC13052581

What OpenQuestion holds

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Registered trials

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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.