ArticleBMC health services research2020
Cost-related unmet need for healthcare services in Kenya.
Article in BMC health services research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed.
- Drivers of community-based health insurance enrolment in post-war Tigray, Ethiopia.BMJ global health · 2026Article
- Examining the cost of outpatient care for female patients: insights from private healthcare services.BMJ global health · 2025Article
- Facilitators and Barriers to the Implementation of Digital Health Technologies in Hospital Settings in Lower- and Middle-Income Countries Since the Onset of the COVID-19 Pandemic: Scoping Review.Journal of medical Internet research · 2025Article
- Understanding Unmet Healthcare Needs in Nigeria: Implications for Universal Health Coverage.Health services insights · 2025Article
- The financial burden of noncommunicable diseases from out-of-pocket expenditure in sub-Saharan Africa: a scoping review.Health promotion international · 2024Article
- Un/met: a mixed-methods study on primary healthcare needs of the poorest population in Khyber Pakhtunkhwa province, Pakistan.International journal for equity in health · 2024Article
- Article
- Cross-sectional analysis of factors associated with medication adherence in western Kenya.BMJ open · 2023Article
- Predicting health services utilization using a score of perceived barriers to medical care: evidence from rural Senegal.BMC health services research · 2023Article
- Living with Endometriosis: A Narrative Analysis of the Experiences of Kenyan Women.International journal of environmental research and public health · 2023Article
- Unmet healthcare needs predict frailty onset in the middle-aged and older population in China: A prospective cohort analysis.Frontiers in public health · 2023Article
- 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
- The Unmet Medical Demand among China's Urban Residents.International journal of environmental research and public health · 2021Article
- Impact of household shocks on access to healthcare services in Kenya: a propensity score matching analysis.BMJ open · 2021Article
- Learning to listen: how empathetic engagement with patients can help overcome reproductive injustice.Lupus science & medicine · 2020Article
- Decomposition of changes in socioeconomic inequalities in catastrophic health expenditure in Kenya.PloS one · 2020Article
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3 authors.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundThe assessment of unmet need is one way to gauge inequities in access to healthcare services. While there are multiple reasons for unmet need, financial barriers are a major reason particularly in low- and middle-income countries where healthcare systems do not offer financial protection. Moreover, accessibility and affordability are paramount in achieving universal health coverage. This study examines the extent of unmet need in Kenya due to financial barriers, the associated determinants, and the influence of regional variations.
methodsWe use data from the 2013 Kenya household health expenditure and utilization (KHHEUS) cross sectional survey. Self-reported unmet need due to lack of money and high costs of care is used to compute the outcome of interest. A multilevel regression model is employed to assess the determinants of cost-related unmet need, confounding for the effect of variations at the regional level.
resultsCost-related barriers are the main cause of unmet need for outpatient and inpatient services, with wide variations across the counties. A positive association between county poverty rates and cost-related unmet is noted. Results reveal a higher intraclass correlation coefficient (ICC) of 0.359(35.9%) for inpatient services relative to 0.091(9.1%) for outpatient services. Overall, differences between counties accounted for 9.4% (ICC ~ 0.094) of the total variance in cost-related unmet need. Factors that positively influence cost-related unmet need include older household heads, inpatient services, and urban residence. Education of household head, good self-rated health, larger household size, insured households, and higher wealth quintiles are negatively associated with cost-related unmet need.
conclusionThe findings underscore the important role of cost in enabling access to healthcare services. The county level is seen to have a significant influence on cost-related unmet need. The variations noted in cost-related unmet need across the counties signify the existence of wide disparities within and between counties. Scaling up of health financing mechanisms would fundamentally require a multi-layered approach with a focus on the relatively poor counties to address the variations in access. Further segmentation of the population for better targeting of health financing policies is paramount, to address equity in access for the most vulnerable and marginalized populations.
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