ArticleClinicoEconomics and outcomes research : CEOR2020
Catastrophic Out-of-Pocket Health Expenditure Among Rural Households in the Semi-Pastoral Community, Western Ethiopia: A Community-Based Cross-Sectional Study.
Article in ClinicoEconomics and outcomes research : CEOR, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 5 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
13 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- The financial toxicity of cancer: unveiling global burden and risk factors - a systematic review and meta-analysis.BMJ global health · 2025Pooled it
- 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
- Financial Protection Indexes and the Iranian Health Transformation Plan: A Systematic Review.The Yale journal of biology and medicine · 2021Pooled it
- Review
- Article
- Assessing Household Out-of-Pocket Expenditures for Non-communicable Diseases in a 4Acta medica Philippina · 2025Article
- Out-of-pocket pharmaceutical expenditure and its determinants among Iranian households with elderly members: a double-hurdle model.Cost effectiveness and resource allocation : C/E · 2024Article
- Willingness and ability to pay for breast cancer treatment among patients from Addis Ababa, Ethiopia: A cross-sectional study.PloS one · 2024Article
- Catastrophic health expenditure and its inequality in rural China: based on longitudinal data from 2013 to 2018.BMC public health · 2023Article
- Effect of community-based health insurance on catastrophic health expenditure among chronic disease patients in Asella referral hospital, Southeast Ethiopia: a comparative cross-sectional study.BMC health services research · 2023Article
- The Impact of Community-Based Health Insurance on Household's Welfare in Chilga District, Amhara Regional State, Ethiopia.Frontiers in public health · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundEvery year, 808 million people face catastrophic health expenditure (CHE), and 122 million people were pushed into poverty. It aggravates healthcare inequalities, incurs double burden opportunity costs, and pushes households to sit in a deep poverty trap. A few studies have been done so far; however, it is not enough to inform policy decisions. Therefore, this study aimed to assess the catastrophic out-of-pocket health expenditure and associated factors among rural households in Mandura District, Western Ethiopia.
methodsWe conducted a community-based cross-sectional study among the Mandura district's 488 rural households from April to May 2017. We used a multistage systematic sampling technique to select the participants. We fitted a binary logistic regression model to identify the factors associated with catastrophic out-of-pocket health expenditure. We used the adjusted odds ratio (AOR) with 95% CI and the p-value <0.05 to determine the variables associated with catastrophic out-of-pocket health expenditure.
resultsCatastrophic health expenditure (CHE) with a 40% capacity to pay (CTP) households in the study area was 22.5%. Female household head (AOR = 2.92; 95% CI: 1.44, 5.93) and household with chronic illnesses (AOR = 3.93; 95% CI: 1.78, 9.14) were positively associated with CHE and, while households who had adult household members (AOR = 0.32; 95% CI: 0.16, 0.63) were negatively associated.
conclusionThe overall CHE, with a 40% CTP threshold, was high. Prevention of chronic illness might help to reduce the burden of the expenditure. Strengthening financial risk protection mechanisms, such as community-based health insurance, could help bring healthcare services equity.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.