ArticlePloS one2021
Uneven economic burden of non-communicable diseases among Indian households: A comparative analysis.
Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 4 of them syntheses that pooled it.
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Who cites it
22 citing papers in PubMed, 4 syntheses or guidelines pooled it, 48 citations in OpenAlex.
- 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
- Health-seeking behavior and healthcare utilization among patients with non-communicable diseases in India: insights from a systematic review.BMC health services research · 2025Pooled it
- Understanding out-of-pocket expenditure in India: a systematic review.Frontiers in public health · 2025Pooled it
- The Economic Cost of Rising Non-communicable Diseases in India: A Systematic Literature Review of Methods and Estimates.Applied health economics and health policy · 2023Pooled it
- Impact of Digital Intervention vs WHO Package of Essential Noncommunicable Disease Interventions Approach for Prevention and Control in Resource-Limited Settings: Protocol for a Quasi-Experimental Study.JMIR research protocols · 2026Article
- Community and health workers perspectives on barriers to diabetes and hypertension screening in North Eastern India: a qualitative study.BMC health services research · 2026Article
- Proposing a case for integration of screening and management of mental disorders, including substance use disorders with other non-communicable disease care: a prologue to the ICMR-MINDS project in Faridabad district of Haryana.Frontiers in public health · 2025Article
- Training of medical coordinators for noncommunicable diseases based on Japanese experience.Journal of rural medicine : JRM · 2025Article
- Delivering non-communicable disease services through primary health care in selected south Asian countries: are health systems prepared?The Lancet. Global health · 2024Review
- Sedentarism and Chronic Health Problems.Korean journal of family medicine · 2024Article
- Healthcare-seeking behavior and out-of-pocket payments in Erbil, Kurdistan Region of Iraq.Journal of health, population, and nutrition · 2024Article
- Financial Toxicity in Renal Patients (FINTORE) Study: A Cross-Sectional Italian Study on Financial Burden in Kidney Disease-A Project Protocol.Methods and protocols · 2024Article
- Examining the factors contributing to a reduction in hardship financing among inpatient households in India.Scientific reports · 2024Article
- Economic priorities over population health: A political dilemma in addressing noncommunicable diseases in developing countries.Health science reports · 2024Article
- A Comprehensive Review on Trends and Patterns of Non-communicable Disease Risk Factors in India.Cureus · 2024Review
- Treatment-seeking behaviour among 15-49-year-olds with self-reported heart disease, cancer, chronic respiratory disease, and diabetes: a national cross-sectional study in India.BMC public health · 2023Article
- Evaluating β-cryptoxanthin antioxidant properties against ROS-induced macromolecular damages and determining its photo-stability and in-vitro SPF.World journal of microbiology & biotechnology · 2023Article
- Assessing the influencing factors of out-of-pocket costs on tuberculosis in Sichuan Province: a cross-sectional study.BMC public health · 2023Article
- Illnesses and hardship financing in India: an evaluation of inpatient and outpatient cases, 2014-18.BMC public health · 2023Article
- Catastrophic expenditure and treatment attrition in patients seeking comprehensive colorectal cancer treatment in India: A prospective multicentre study.The Lancet regional health. Southeast Asia · 2022Article
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Authors and funding
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundNon-communicable diseases (NCDs) are the leading global cause of death and disproportionately concentrate among those living in low-income and middle-income countries. However, its economic impact on households remains less well known in the Indian context. This study aims to assess the economic impact of NCDs in terms of out-of-pocket expenditure (OOPE) and its catastrophic impact on NCDs affected households in India. MATERIALS AND
methodsData were collected from the 75th round of the National Sample Survey Office, Government of India, conducted in the year 2017-18. This is the latest round of data available on health, which constitutes a sample of 113,823 households. The collection of data is based on a stratified multi-stage sampling method. Generalised Linear Regression model was employed to identify the socio-economic covariates associated with the catastrophic health expenditure (CHE) on hospitalisation.
resultsThe result shows a higher burden of OOPE on NCDs affected households. The mean expenditure by NCDs households in public hospitals is INR 13,170 which is more than twice as compared to the non-NCDs households INR 6,245. Particularly, the proportion of total medical expenditure incurred on medicines (0.39) and diagnostics (0.15) is troublesome for households with NCDs, treated in public hospitals. Moreover, results from the generalised linear regression model confirm the significant relationship between CHE with residence, caste, religion, household size, and economic status of households. The intensity of CHE is more for the households who are poor, drinking unsafe water, using firewood as cooking fuel, and household size of 1-5 members.
conclusionTherefore, an urgent need for a prevention strategy should be made by the government to protect households from the economic burden of NCDs. Specifically, to reduce the burden of CHE associated with NCDs, a customised disease-specific health insurance package should be introduced by the government of India in both public and private facilities.
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