SynthesisPloS one2017
Poverty and disability in low- and middle-income countries: A systematic review.
Synthesis in PloS one, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 203 papers, 10 of them syntheses that pooled 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.
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.
Who cites it
203 citing papers in PubMed, 10 syntheses or guidelines pooled it.
- Mid-upper arm circumference (MUAC) measurement usage among children with disabilities: A systematic review.Nutrition and health · 2026Pooled it
- Disability and dignity: a qualitative systematic review of WASH-related barriers, facilitators and interventions for adults with musculoskeletal disabilities.Frontiers in public health · 2026Pooled it
- Prevalence and Risk of Violence Among People With Disabilities in China: A Meta-Analysis of Observational Studies.Brain and behavior · 2025Pooled it
- Prevalence and determinants of modern contraception use among persons with disabilities in low- and middle-income countries: A systematic review and meta-analysis.Tropical medicine & international health : TM & IH · 2025Pooled it
- Neurodevelopmental screening for neonates less than 44 weeks gestation in low-income and middle-income countries: a systematic review.BMJ global health · 2025Pooled it
- Access to health insurance amongst people with disabilities and its association with healthcare use, health status and financial protection in low- and middle-income countries: a systematic review.International journal for equity in health · 2024Pooled it
- Barriers to access and utilization of healthcare by children with neurological impairments and disability in low-and middle-income countries: a systematic review.Wellcome open research · 2021Pooled it
- Leaving no one behind? Social inclusion of health insurance in low- and middle-income countries: a systematic review.International journal for equity in health · 2019Pooled it
- A Systematic Review of Access to Rehabilitation for People with Disabilities in Low- and Middle-Income Countries.International journal of environmental research and public health · 2018Pooled it
- A Systematic Review of Access to General Healthcare Services for People with Disabilities in Low and Middle Income Countries.International journal of environmental research and public health · 2018Pooled it
- Cost-effectiveness of livelihood interventions for families of children with cerebral palsy in rural Bangladesh.PloS one · 2025Trial
- Client experiences of a task-shifting supported self-management intervention for depression in Vietnam.BMC health services research · 2024Trial
- Estimating the magnitude and scope of disability-related direct costs: a systematised review.The European journal of health economics : HEPAC : health economics in prevention and care · 2026Article
- Nutritional status and mental health burden among adults living with disabilities in urban Ghana: a cross-sectional study.BMC public health · 2026Article
- The Impact of Social Isolation on Treatment Burden Among Community-Dwelling Adults With Disability and Multimorbidity: A Longitudinal Qualitative Study in Urban China.Health expectations : an international journal of public participation in health care and health policy · 2026Article
- Article
- Socioeconomic inequalities in disability among older adults in urban and rural Indonesia: a population-based study.BMC public health · 2026Article
- Access to and self-reported health impacts of COVID-19 prevention measures on people with disabilities in Vietnam: Results from a cross-sectional study in three mega-cities.BMC public health · 2026Article
- Inclusive Education for Children With Disabilities in Bangladesh: Systemic Barriers, Lessons From Low- and Middle-Income Countries, and Policy Pathways.Health science reports · 2026Article
- A multi-faceted analysis of disability and poverty in the Polokwane Local Municipality: A narrative review.African journal of disability · 2026Review
143 more citing papers are in PubMed but not listed here.
Corrections and comments
- Erratum issued
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionDisability and poverty are believed to operate in a cycle, with each reinforcing the other. While agreement on the existence of a link is strong, robust empirical evidence substantiating and describing this potential association is lacking. Consequently, a systematic review was undertaken to explore the relationship between disability and economic poverty, with a focus on the situation in low and middle income countries (LMICs).
methodsTen electronic databases were searched to retrieve studies of any epidemiological design, published between 1990-March 2016 with data comparing the level of poverty between people with and without disabilities in LMICs (World Bank classifications). Poverty was defined using economic measures (e.g. assets, income), while disability included both broad assessments (e.g. self-reported functional or activity limitations) and specific impairments/disorders. Data extracted included: measures of association between disability and poverty, population characteristics and study characteristics. Proportions of studies finding positive, negative, null or mixed associations between poverty and disability were then disaggregated by population and study characteristics.
resultsFrom the 15,500 records retrieved and screened, 150 studies were included in the final sample. Almost half of included studies were conducted in China, India or Brazil (n = 70, 47%). Most studies were cross-sectional in design (n = 124, 83%), focussed on specific impairment types (n = 115, 77%) and used income as the measure for economic poverty (n = 82, 55%). 122 studies (81%) found evidence of a positive association between disability and a poverty marker. This relationship persisted when results were disaggregated by gender, measure of poverty used and impairment types. By country income group at the time of data collection, the proportion of country-level analyses with a positive association increased with the rising income level, with 59% of low-income, 67% of lower-middle and 72% of upper-middle income countries finding a positive relationship. By age group, the proportion of studies reporting a positive association between disability and poverty was lowest for older adults and highest for working-age adults (69% vs. 86%).
conclusionsThere is strong evidence for a link between disability and poverty in LMICs and an urgent need for further research and programmatic/policy action to break the cycle.
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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.