ArticleHealth care science2023
Financial burden of seeking diabetes mellitus care in India: Evidence from a Nationally Representative Sample Survey.
Article in Health care science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 3 of them syntheses that pooled it.
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Who cites it
14 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Out-of-pocket expenditure on medicine for chronic patients and its economic impact on Indian households: a systematic review and meta-analysis.Frontiers in medicine · 2026Pooled it
- Financial Toxicity in Diabetes: The State of What We Know.Current diabetes reports · 2025Pooled it
- Understanding out-of-pocket expenditure in India: a systematic review.Frontiers in public health · 2025Pooled it
- A modular framework for mission-critical services in fog-based remote healthcare systems: identification, categorization, and evaluation.Scientific reports · 2026Article
- Article
- Medication Adherence and its Predictors in Patients With Type 2 Diabetes Mellitus in India: A Systematic Review and Meta-Analysis of Current Evidence.Health science reports · 2026Review
- Cost of diabetes and hypertension services delivered in primary and secondary-level government facilities in Punjab, India.BMC health services research · 2026Article
- Out-of-pocket expenditure in patients with isolated traumatic brain injury: a two center cohort study, a preliminary report.Cost effectiveness and resource allocation : C/E · 2026Article
- Cost of type 2 diabetes mellitus management for households in Northern India - an econometric analysis.BMC health services research · 2025Observational
- Expert Opinion on Optimizing Suboptimal Basal Insulin Titration in India: Addressing Challenges and Leveraging Digital Solutions.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2025Article
- Ahmedabad declaration: A framework to combat growing epidemic of young-onset type 2 diabetes in Asia.Diabetes & metabolic syndrome · 2025Review
- Trauma in India: current status and the path forward.Trauma surgery & acute care open · 2025Review
- Invisible inequities in type I diabetes care in India: A multi-stakeholder qualitative study from Karnataka.PLOS global public health · 2025Article
- Financial burden of seeking diabetes mellitus care in India: Evidence from a Nationally Representative Sample Survey.Health care science · 2023Article
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Authors and funding
2 authors.
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Abstract
Background: Diabetes mellitus (DM) is a major public health concern in India, and entails a severe burden in terms of disability, death, and economic cost. This study examined the out-of-pocket health expenditure (OOPE) and financial burden associated with DM care in India. Methods: The study used data from the latest round of the National Sample Survey on health, which covered 555,115 individuals from 113,823 households in India. In the present study, data of 1216 individuals who sought inpatient treatment and 6527 individuals who sought outpatient care for DM were analysed. Results: In India, 10.04 per 1000 persons reported having DM during the last 15 days before the survey date, varying from 6.94/1000 in rural areas to 17.45/1000 in urban areas. Nearly 38% of Indian households with diabetic members experienced catastrophic health expenditure (at the 10% threshold) and approximately 10% of DM-affected households were pushed below the poverty line because of OOPE, irrespective of the type of care sought. 48.5% of households used distressed sources to finance the inpatient costs of DM. Medicines constituted one of the largest proportion of total health expenditure, regardless of the type of care sought or type of healthcare facility visited. The average monthly OOPE was over 4.5-fold and 2.5-fold higher for households who sought inpatient and outpatient care, respectively, from private health facilities, compared with those treated at public facilities. Notably, the financial burden was more severe for households residing in rural areas, those in lower economic quintiles, those belonging to marginalised social groups, and those using private health facilities. Conclusion: The burden of DM and its associated financial ramifications necessitate policy measures, such as prioritising health promotion and disease prevention strategies, strengthening public healthcare facilities, improved regulation of private healthcare providers, and bringing outpatient services under the purview of health insurance, to manage the diabetes epidemic and mitigate its financial impact.
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