ArticleBMC public health2023
Illnesses and hardship financing in India: an evaluation of inpatient and outpatient cases, 2014-18.
Article in BMC public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Distress financing on inpatient health expenditure across States in India.BMC health services research · 2025Article
- Illness to poverty in India: a qualitative exploration of hardship financing for healthcare.International journal for equity in health · 2025Article
- Assessment of out-of-pocket (OOP) expenditures on essential medicines for acute and chronic illness: a comparative study across regional and socioeconomic groups in India.BMC public health · 2025Article
- Perceptions of health and healthcare needs in low-resource settings: qualitative insights from Bengaluru's urban slum and rural areas.Frontiers in public health · 2025Article
- Examining the factors contributing to a reduction in hardship financing among inpatient households in India.Scientific reports · 2024Article
- Are institutional deliveries equitable in the southern states of India? A benefit incidence analysis.International journal for equity in health · 2024Article
- Financial toxicity of cancer treatment in India: towards closing the cancer care gap.Frontiers in public health · 2023Article
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Authors and funding
3 authors.
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Abstract
backgroundProgress towards universal health coverage requires strengthening the country's health system. In developing countries, the increasing disease burden puts a lot of stress on scarce household finances. However, this burden is not the same for everyone. The economic burden varies across the disease groups and care levels. Government intervention is vital in formulating policies in addressing financial distress at the household level. In India, even when outpatient care forms a significant proportion of out-of-pocket expenditure, government schemes focus on reducing household expenditure on inpatient care alone. Thus, people resort to hardship financing practices like informal borrowing or selling of assets in the event of health shocks. In this context, the present study aims to identify the disease(s) that correlates with maximum hardship financing for outpatients and inpatients and to understand the change in hardship financing over time.
methodsWe used two waves of National Sample Survey Organisation's data on social consumption on health- the 71
resultsThe results suggest that cancer had the maximum likelihood of causing hardship financing in India for both inpatients (Odds ratio 2.41; 95% Confidence Interval (CI): 2.03 - 2.86 (71
conclusionGovernment intervention is quintessential to decrease the hardship financing caused by cancer. The intra-household inequalities play an important role in explaining their hardship financing strategies. We suggest the need for more financial risk protection for outpatient care to address hardship financing.
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