ArticleInternational journal for equity in health2017
Assessing the impoverishing effects, and factors associated with the incidence of catastrophic health care payments in Kenya.
Article in International journal for equity in health, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 94 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
94 citing papers in PubMed, 5 syntheses or guidelines pooled it, 179 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
- The socioeconomic and health system determinants of financial protection indicators: a global systematic review (2008-2023).BMJ global health · 2025Pooled it
- Financial Toxicity Among Patients With Breast Cancer Worldwide: A Systematic Review and Meta-analysis.JAMA network open · 2023Pooled it
- Catastrophic health expenditure in sub-Saharan Africa: systematic review and meta-analysis.Bulletin of the World Health Organization · 2022Pooled it
- Factors associated with catastrophic health expenditure in sub-Saharan Africa: A systematic review.PloS one · 2022Pooled it
- Cancer epidemiology and survival in a high HIV prevalence region of Kenya: a 10-year retrospective cohort study.medRxiv : the preprint server for health sciences · 2026Article
- Article
- Time to fully account for cost in monitoring financial protection and universal health coverage in low- and middle-income settings.Health policy and planning · 2026Article
- Beyond aspiration: An expenditure-based evaluation of progress towards the Abuja Declaration target and implications for domestic health financing in Africa.PLOS global public health · 2026Article
- Effect of a public health protection scheme for the below-poverty-line population on out-of-pocket inpatient care expenditure in Bangladesh: findings from a quasi-experimental study.BMC health services research · 2025Article
- Catastrophic health expenditure, social protection coverage, and financial coping strategies in adults with symptoms of chronic respiratory diseases in Kenya: a cross-sectional study.The Lancet. Global health · 2025Article
- Catastrophic health expenditure and associated factors among adult diabetes patients at the University of Gondar Comprehensive Specialized Hospital, Northwest Ethiopia.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
- Association between catastrophic health expenditure and mental health among elderly in China: the potential role of income and social activity.BMC geriatrics · 2025Article
- Examining national health insurance fund members' preferences and trade-offs for the attributes of contracted outpatient facilities in Kenya: A discrete choice experiment.PLOS global public health · 2025Article
- Article
- Article
- Barriers of access to primary healthcare services by National Health Insurance Fund capitated members in Uasin Gishu county, Kenya.BMC health services research · 2024Article
- Catastrophic out-of-pocket payments related to non-communicable disease multimorbidity and associated factors, evidence from a public referral hospital in Addis Ababa Ethiopia.BMC health services research · 2024Article
- Determinant of catastrophic costs associated with treatment for rifampicin-resistant TB in households in the Republic of Moldova.IJTLD open · 2024Article
34 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 3 institutions in 2 countries.
Funding
Abstract
backgroundMonitoring the incidence and intensity of catastrophic health expenditure, as well as the impoverishing effects of out of pocket costs to access healthcare, is a key part of benchmarking Kenya's progress towards reducing the financial burden that households experience when accessing healthcare.
methodsThe study relies on data from the nationally-representative Kenya Household Expenditure and Utilization Survey conducted in 2013 (n =33,675). We undertook health equity analysis to estimate the incidence and intensity of catastrophic expenditure. Households were considered to have incurred catastrophic expenditures if their annual out of-pocket health expenditures exceeded 40% of their annual non-food expenditure. We assessed the impoverishing effects of out of pocket payments using the Kenya national poverty line. We distinguished between direct payments for healthcare such as payments for consultation, medicines, medical procedures, and total healthcare expenditure that includes direct healthcare payments and the cost of transportation to and from health facilities. We used logistic regression analysis to explore the factors associated with the incidence of catastrophic expenditures.
resultsWhen only direct payments to healthcare providers were considered, the incidence of catastrophic expenditures was 4.52%. When transport costs are included, the incidence of catastrophic expenditure increased to 6.58%. 453,470 Kenyans are pushed into poverty annually as a result of direct payments for healthcare. When the cost of transport is included, that number increases by more than one third to 619,541. Unemployment of the household head, presence of an elderly person, a person with a chronic ailment, a large household size, lower household social-economic status, and residence in marginalized regions of the country are significantly associated with increased odds of incurring catastrophic expenditures.
conclusionsKenyan policy makers should prioritize extending pre-payment mechanisms to more vulnerable groups, specifically the poor, the elderly, those suffering from chronic ailments and those living in marginalized regions of the country. The range of services covered under these mechanisms should also be extended such that the proportion of direct costs paid to access care is reduced. Policy makers should also prioritize reducing supply side bottlenecks such as availability of healthcare facilities in close proximity to the population, especially in rural and marginalized areas, and improvements in quality of care. For the poor and the vulnerable, initiatives to cover the cost of transport to and from a health facility, such as transport vouchers could also be explored.
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.