ArticleBMC international health and human rights2020
Assessing medical impoverishment and associated factors in health care in Ethiopia.
Article in BMC international health and human rights, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis 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, 1 synthesis or guideline pooled 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
- A machine learning analysis of perceived healthcare access barriers among women of reproductive age in Sub-Saharan Africa: using demographic and health surveys.AJOG global reports · 2026Article
- Digital Governance at the Street Level: A Mixed-Methods Study of Systemic Resilience and 'Human-in-the-Loop' Telemedicine in Rural Thailand.International journal of environmental research and public health · 2026Article
- Household costs, catastrophic out-of-pocket payments and impoverishment related to accessing surgical care in rural Ethiopia.PloS one · 2026Article
- The Burden of Out-of-Pocket Expenditure for Emergency Health Care Service in St. Paul Hospital Millennium Medical College, Addis Ababa Ethiopia.Ethiopian journal of health sciences · 2025Article
- The burden of health expenditure on household impoverishment in Ethiopia: a systematic review and meta-analysis.Cost effectiveness and resource allocation : C/E · 2024Article
- The financial burden of out of pocket payments on medicines among households in Ethiopia: analysis of trends and contributing factors.BMC public health · 2023Article
- Antimicrobial use related problems and determinants in surgical ward of Ethiopian tertiary hospital.PloS one · 2023Observational
- Spatial disparities in impoverishing effects of out-of-pocket health payments in Malawi.Global health action · 2022Article
- What fragile factors hinder the pace of China's alleviation efforts of the poverty-stricken population? A study from the perspective of impoverishment caused by medical expenses.BMC health services research · 2022Article
- Financial risk protection from out-of-pocket health spending in low- and middle-income countries: a scoping review of the literature.Health research policy and systems · 2022Article
- Contributions and challenges of healthcare financing towards universal health coverage in Ethiopia: a narrative evidence synthesis.BMC health services research · 2022Review
- The burden of catastrophic and impoverishing health expenditure in Armenia: An analysis of Integrated Living Conditions Surveys, 2014-2018.PLOS global 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
2 authors.
Funding
Abstract
backgroundAbout 5% of the global population, predominantly in low- and middle-income countries, is forced into poverty because of out-of-pocket (OOP) health spending. In most countries in sub-Saharan Africa, the share of OOP health spending in current health expenditure exceeds 35%, increasing the likelihood of impoverishment. In Ethiopia, OOP payments remained high at 37% of current health expenditure in 2016. This study assesses the impoverishment resulting from OOP health spending in Ethiopia and the associated factors.
methodsThis paper uses data from the Ethiopian Household Consumption Expenditure Survey (HCES) 2010/11. The HCES covered 10,368 rural and 17,664 urban households. OOP health spending includes spending on various outpatient and inpatient services. Impoverishing impact of OOP health spending was estimated by comparing poverty estimates before and after OOP health spending. A probit model was used to assess factors that are associated with impoverishment.
resultsUsing the Ethiopian national poverty line of Birr 3781 per person per year (equivalent to US$2.10 per day), OOP health spending pushed about 1.19% of the population (i.e. over 957,169 individuals) into poverty. At the regional level, impoverishment ranged between 2.35% in Harari and 0.35% in Addis Ababa. Living in rural areas (highland, moderate, or lowland) increased the likelihood of impoverishment compared to residing in an urban area. Households headed by males and adults with formal education are less likely to be impoverished by OOP health spending, compared to their counterparts.
conclusionIn Ethiopia, OOP health spending impoverishes a significant number of the population. Although the country had piloted and initiated many reforms, e.g. the fee waiver system and community-based health insurance, a significant proportion of the population still lacks financial protection. The estimates of impoverishment from out-of-pocket payments reported in this paper do not consider individuals that are already poor before paying out-of-pocket for health services. It is important to note that this population may either face deepening poverty or forgo healthcare services if a need arises. More is therefore required to provide financial protection to achieve universal health coverage in Ethiopia, where the informal sector is relatively large.
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.