SynthesisInternational journal for equity in health2022
The burden of household out-of-pocket healthcare expenditures in Ethiopia: a systematic review and meta-analysis.
Synthesis in International journal for equity in health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 5 of them syntheses that pooled it.
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The trial behind it
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Who cites it
27 citing papers in PubMed, 5 syntheses or guidelines pooled it, 43 citations in OpenAlex.
- Catastrophic health expenditure and associated factors in low-, lower-middle and upper-middle-income countries: systematic review and meta-analysis.Global health action · 2026Pooled it
- Effects of health insurance on economic burden and health service utilization among people with noncommunicable diseases in low- and middle-income countries: a systematic review.BMC public health · 2026Pooled it
- Magnitude of catastrophic health expenditure and its determinants among cancer patients in low and middle-income countries: a systematic review and meta-analysis.BMC health services research · 2025Pooled it
- Is there an association between out-of-pocket hospital costs, quality and care outcomes? A systematic review of contemporary evidence.BMC health services research · 2023Pooled 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
- Article
- Healthcare Inequity in Spinal Cord Injury: Out of Pocket and Access Barriers in Paraplegic and Tetraplegic Patients in Iran.Korean journal of neurotrauma · 2026Article
- Inequalities in the completion of maternal continuum of care in Ethiopia using the 2019 mini-Ethiopian demographic and health survey.Scientific reports · 2026Article
- Burden and predictors of risk for metabolic complications and risk for cardiovascular diseases among adults with noncommunicable diseases, Ethiopia.BMC endocrine disorders · 2026Article
- Direct and opportunity costs of comprehensive abortion care for women living in humanitarian settings in the Amhara Region, Ethiopia.BMC public health · 2025Article
- Trends and determinants of healthcare-induced poverty in China 2013-2019.Health policy and planning · 2025Article
- Determinant factors of prolonged hospitalization in acute heart failure patients at Jimma Medical Center, Southwest Ethiopia.Scientific reports · 2025Observational
- The discrepancy between objective and subjective assessments of catastrophic health expenditure: evidence from China.Health policy and planning · 2025Article
- Catastrophic and impoverishing out-of-pocket health expenditure in Ethiopia: evidence from the Ethiopia socioeconomic survey.Health economics review · 2025Article
- Healthcare professionals' knowledge, attitudes, and practices regarding China's National Centralized Drug Procurement policy: a cross-sectional study in Shaanxi Province.Frontiers in public health · 2025Article
- Economic Burden of Healthcare Services on Cancer Survivors in Bangladesh.Cancer reports (Hoboken, N.J.) · 2024Article
- Estimating the out-of-pocket health expenditure in patients under 5 years with severe malnutrition in Afghanistan in 2023: Findings from a cross-sectional study.Health science reports · 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
- Detection and complete genome sequence analysis of human adenovirus in children with acute diarrhea in Yunnan, China, 2015-2021.Archives of virology · 2024Article
- Determinants of out-of-pocket expenditure on medicines among adults in Saudi Arabia: a cross-sectional study.Frontiers in medicine · 2024Article
Corrections and comments
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIn Ethiopia, household Out-Of-Pocket healthcare expenditure accounts for one-third of total healthcare expenditure, is one of the highest in the world, and still creates barriers and difficulties for households to healthcare access and may delay or forgo needed healthcare use. Despite the presence of a few highly dispersed and inconsistent studies, no comprehensive study was conducted. Therefore, in this systematic review and meta-analysis, we aimed at estimating the pooled estimates of the burden of household Out-Of-Pocket healthcare expenditures among Ethiopian households and identifying its determinants.
methodsWe systematically searched articles from PubMed / Medline and Google scholar databases and direct Google search engine without restriction on publication period. Cross-sectional and cohort articles and grey literature published in English were included. Data were extracted using Microsoft Excel. Two reviewers screened the titles, reviewed the articles for inclusion, extracted the data, and conducted a quality assessment. The third reviewer commented on the review. Articles with no abstracts or full texts, editorials, and qualitative in design were excluded. To assess quality, Joanna Briggs Critical Appraisal Tools was used. A Forest plot was used to present summary information on each article and pooled common effects. Potential heterogeneity was checked using Cochrane's Q test and I-squared statistic. We checked publication bias using a Funnel plot. Moreover, subgroup and sensitivity analyses were performed. Meta-analysis was used for the pooled estimates using RevMan statistical software Version 5.4.1.
resultsIn this review, a total of 27 primary articles were included (with a total sample size of 331,537 participants). Because of the presence of heterogeneity, we employed a random-effects model; therefore, the pooled burden household Out-Of-Pocket / catastrophic healthcare expenditure in Ethiopia was strongly positively associated with household economic status. The odds of facing Out-Of-Pocket / catastrophic healthcare expenditures among the poorest quintile was about three times that of the richest (AOR = 3.09, 95% CI: 1.63, 5.86) p-value < 0.001. In addition, on pooled analysis, the mean direct Out-Of-Pocket healthcare expenditures were $32 per month (95%CI: $11, $52) (SD = $45), and the mean indirect Out-of-Pocket healthcare expenditures were $15 per month (95%CI: $3, $28) (SD = $17). The mean catastrophic healthcare expenditure at 10% of threshold was also disproportionately higher: 40% (95%CI: 28, 52%) (SD = 20%). Moreover, the common coping mechanisms were a sale of household assets, support from family, or loan: 40% (95%CI: 28, 52%) (SD = 20%).
conclusionOur study revealed the evidence of inequity in financial hardship that the burden of household Out-Of-Pocket / catastrophic healthcare expenditures gap persists among Ethiopian households that is unfair and unjust. To reduce the detected disparities in seeking healthcare among Ethiopian households, national healthcare priorities should target poor households. This calls for the Ministry of Health to improve the challenges and their impact on equity and design better prepayment policies and strengthen financial protection strategies to protect more vulnerable Ethiopian households. PROTOCOL REGISTRATION: The details of this protocol have been registered on the PROSPERO database with reference number ID: CRD42021255977 .
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