ArticleInternational journal for equity in health2019
Incidence, socio-economic inequalities and determinants of catastrophic health expenditure and impoverishment for diabetes care in South Africa: a study at two public hospitals in Tshwane.
Article in International journal for equity in health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers, 2 of them syntheses that pooled it.
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47 citing papers in PubMed, 2 syntheses or guidelines pooled it, 54 citations in OpenAlex.
- Understanding variation in catastrophic health expenditure from socio-ecological aspect: a systematic review.BMC public health · 2024Pooled it
- Factors associated with catastrophic health expenditure in sub-Saharan Africa: A systematic review.PloS one · 2022Pooled it
- Food insecurity and mental health in South Africa: Structural pathways linking socioeconomic position, behavioural risk factors and comorbidity.Preventive medicine reports · 2026Article
- Explaining changes in socioeconomic inequality in catastrophic health expenditure in China: a mobility-determinant decomposition.Health economics review · 2026Article
- Economic burden of COVID-19 on hospitalized patients: a cross-sectional study from Semnan, Iran.BMC health services research · 2026Article
- Exploring risk factors associated with catastrophic health expenditure on diarrhea management in Karachi, Pakistan, 2022-2024.PLOS global public health · 2026Article
- Insights into Malaria and HIV Co-infection: Trends and Impact in Sub-Saharan Africa.Current HIV research · 2026Review
- Estimating the level and determinants of catastrophic expenditure related to hypertension management in the Greater Accra Region of Ghana.Global health action · 2025Article
- Clinical nurses' perceptions of research in Gauteng Province, South Africa: a qualitative study.BMC nursing · 2025Article
- Machine learning based classification of catastrophic health expenditures: a cross-sectional study of Korean low-income households.BMC health services research · 2025Article
- Out-of-pocket cost and financial catastrophe of patients with cancer: the alarming cost-of-illness in Bangladesh.International journal for equity in 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
- Catastrophic and impoverishing impacts of health expenditures: a focus on non-communicable diseases in Pokhara Metropolitan City, Nepal.BMC public health · 2025Article
- From inequalities to solutions: an explanatory sequential study on type 2 diabetes health services utilization.BMC health services research · 2025Article
- Socioeconomic inequality in financial hardship in accessing quality healthcare services in Ethiopia: a community-based cross-sectional study.Frontiers in public health · 2025Article
- The financial burden of noncommunicable diseases from out-of-pocket expenditure in sub-Saharan Africa: a scoping review.Health promotion international · 2024Article
- Article
- Extended cost-effectiveness analysis of interventions to improve uptake of diabetes services in South Africa.Health policy and planning · 2024Article
- Households catastrophic health expenditure among older people with noncommunicable diseases: A cross-sectional study from Iran.Health science reports · 2024Article
- Magnitude of health expenditure induced removable poverty in India: Some reflections of Ayushman Bharat.Heliyon · 2024Article
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Authors and funding
5 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDirect out of pocket (OOP) payments for healthcare may cause financial hardship. For diabetic patients who require frequent visits to health centres, this is of concern as OOP payments may limit access to healthcare. This study assesses the incidence, socio-economic inequalities and determinants of catastrophic health expenditure and impoverishment amongst diabetic patients in South Africa.
methodsData were taken from a cross-sectional survey conducted in 2017 at two public hospitals in Tshwane, South Africa (N = 396). Healthcare costs and transport costs related to diabetes care were classified as catastrophic if they exceeded the 10% threshold of household's capacity to pay (WHO standard method) or if they exceeded a variable threshold of total household expenditure (Ataguba method). Erreygers concentration indices (CIs) were used to assess socio-economic inequalities. A multivariate logistic regression was applied to identify the determinants of catastrophic health expenditure and impoverishment.
resultsTransport costs contributed to over 50% of total healthcare costs. The incidence of catastrophic health expenditure was 25% when measured at a 10% threshold of capacity to pay and 13% when measured at a variable threshold of total household expenditure. Depending on the method used, the incidence of impoverishment varied from 2 to 4% and the concentration index for catastrophic health expenditure varied from - 0.2299 to - 0.1026. When measured at a 10% threshold of capacity to pay factors associated with catastrophic health expenditure were being female (Odds Ratio 1.73; Standard Error 0.51), being within the 3rd (0.49; 0.20), 4th (0.31; 0.15) and 5th wealth quintile (0.30; 0.17). When measured using a variable threshold of total household expenditure factors associated with catastrophic health expenditure were not having children (3.35; 1.82) and the 4th wealth quintile (0.32; 0.21).
conclusionFinancial protection of diabetic patients in public hospitals is limited. This observation suggests that health financing interventions amongst diabetic patients should target the poor and poor women in particular. There is also a need for targeted interventions to improve access to healthcare facilities for diabetic patients and to reduce the financial impact of transport costs when seeking healthcare. This is particularly important for the achievement of universal health coverage in South Africa.
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