ArticleBMC public health2019
Catastrophic health expenditure and impoverishment in households of persons with depression: a cross-sectional, comparative study in rural Ethiopia.
Article in BMC public health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers, 4 of them syntheses that pooled it.
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Who cites it
45 citing papers in PubMed, 4 syntheses or guidelines pooled it, 83 citations in OpenAlex.
- Catastrophic health expenditure in sub-Saharan Africa: systematic review and meta-analysis.Bulletin of the World Health Organization · 2022Pooled it
- The burden of household out-of-pocket healthcare expenditures in Ethiopia: a systematic review and meta-analysis.International journal for equity in health · 2022Pooled it
- Factors associated with catastrophic health expenditure in sub-Saharan Africa: A systematic review.PloS one · 2022Pooled it
- Health System Capacity and Access Barriers to Diagnosis and Treatment of CVD and Diabetes in Nepal.Global heart · 2021Pooled it
- Healthcare use and costs among individuals receiving mental health services for depression within primary care in Nepal.BMC health services research · 2022Trial
- Economic burden of COVID-19 on hospitalized patients: a cross-sectional study from Semnan, Iran.BMC health services research · 2026Article
- Determinants of catastrophic health expenditure: Evidence from a patient survey at public hospitals in the Northern midlands and mountainous areas, Vietnam.Journal of public health research · 2026Article
- Household costs, catastrophic out-of-pocket payments and impoverishment related to accessing surgical care in rural Ethiopia.PloS one · 2026Article
- Cost and Budget Impact of Layering Depression Care Onto Existing HIV and Noncommunicable Disease Care Services in Western Kenya.Value in health regional issues · 2025Article
- Mental health and catastrophic health expenditures in conflict-affected regions of Colombia before and during COVID-19: an inequalities perspective.International journal for equity in health · 2025Article
- Out of pocket and catastrophic health expenditure in Tanzania: recent evidence on the incidence, intensity and distribution.BMC health services research · 2025Article
- Household catastrophic health expenditure and depressive mood among Chinese adults, children, and adolescents: a population-based panel study.BMC psychiatry · 2025Article
- The effect of expanded access to mental health care on economic status of households with a person with a mental disorder in rural Ethiopia: a controlled before-after study.International journal of mental health systems · 2025Article
- Financial burden of cancer in Nepal: Factors associated with annual cost and catastrophic health expenditure.PloS one · 2025Article
- Socioeconomic inequality in financial hardship in accessing quality healthcare services in Ethiopia: a community-based cross-sectional study.Frontiers in public health · 2025Article
- Out-of-pocket and indirect expenditure of spina bifida and hydrocephalus patients admitted for inpatient treatment and follow-up at two university-affiliated hospitals in Ethiopia.Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery · 2024Article
- Insured-non-insured disparity of catastrophic health expenditure in Northwest Ethiopia: a multivariate decomposition analysis.Health economics review · 2024Article
- The burden of health expenditure on household impoverishment in Ethiopia: a systematic review and meta-analysis.Cost effectiveness and resource allocation : C/E · 2024Article
- Magnitude of health expenditure induced removable poverty in India: Some reflections of Ayushman Bharat.Heliyon · 2024Article
- Catastrophic Health Expenditure and Associated Factors Among Hospitalized Cancer Patients in Addis Ababa, Ethiopia.Risk management and healthcare policy · 2024Article
Corrections and comments
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Authors and funding
10 authors at 4 institutions in 4 countries.
Funding
Abstract
backgroundThe extent of catastrophic health expenditure and impoverishment associated with depression in low-and middle-income countries is not known. The aim of this study was to estimate the incidence and intensity of catastrophic out-of-pocket (OOP) health expenditure, level of impoverishment and coping strategies used by households of persons with and without depression in a rural Ethiopian district.
methodsA comparative cross-sectional survey was conducted, including 128 households of persons with depression and 129 households without. Depression screening was conducted using the Patient Health Questionnaire, nine item version (PHQ-9). People in the depression group were classified into high and low disability groups based on the median value on the World Health Organization Disability Assessment Schedule (WHODAS) polytomous summary score. Health expenditure greater than thresholds of 10 and 25% of total household consumption was used for the primary analyses. The poverty headcount, poverty gap and normalized poverty gap were estimated using retrospective recall of total household expenditure pre- and post-OOP payments for health care. Linear probability model using binreg command in STATA with rr option was used to estimate risk ratio for the occurrence of outcomes among households with and without depression based on level of disability.
resultsCatastrophic OOP payments at any threshold level for households with depression and high disability were higher than control households. At the 10% threshold level, 24.0% of households of persons with depression and high disability faced catastrophic payments compared with 15.3% for depression and low disability and 12.1% for control households (p = 0.041). Depression and high disability level was an independent predictor of catastrophic OOP payments: RR 2.1; 95% CI:1.1, 4.6. An estimated 5.8% of households of persons with depression and high disability were pushed into poverty because of paying for health care compared with 3.5% for households of persons with depression and low disability and 2.3% for control households (p = 0.039).
conclusionsHouseholds of people with depression and high disability were more likely to face catastrophic expenditures and impoverishment from OOP payments. Financial protection interventions through prepayment schemes, exemptions and fee waiver strategies need to target households of persons with depression.
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