ArticleThe Indian journal of medical research2016
Impact of community-based health insurance in rural India on self-medication & financial protection of the insured.
Article in The Indian journal of medical research, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
12 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Impact of community-based health insurance in low- and middle-income countries: A systematic review and meta-analysis.PloS one · 2023Pooled it
- Assessing intervention effects on healthcare-related financial protection in low- and middle-income countries: a rapid evidence review.Health policy and planning · 2026Review
- The effectiveness of a government-sponsored health protection scheme in reducing financial risks for the below-poverty-line population in Bangladesh.Health policy and planning · 2024Article
- Willingness to pay for community-based health insurance and associated factors in Ethiopia: A systematic review and meta-analysis.SAGE open medicine · 2022Review
- Knowledge, attitudes, and practices regarding antibiotic use and resistance among community pharmacists: a cross sectional study in Jordan.International journal of clinical pharmacy · 2021Article
- Rapid antigen detection test (RADT) for pharyngitis diagnosis in children: Public and pharmacist perception.Saudi pharmaceutical journal : SPJ : the official publication of the Saudi Pharmaceutical Society · 2021Article
- The interaction of healthcare service quality and community-based health insurance in Ethiopia.PloS one · 2021Article
- The effect of a community-based health insurance on the out-of-pocket payments for utilizing medically trained providers in Bangladesh.International health · 2020Article
- Patients with more comorbidities have better detection of chronic conditions, but poorer management and control: findings from six middle-income countries.BMC public health · 2020Article
- Willingness to Pay for Community-Based Health Insurance Scheme and Associated Factors Among Rural Communities in Gemmachis District, Eastern Ethiopia.ClinicoEconomics and outcomes research : CEOR · 2020Article
- Evaluation of antibiotic dispensing practice in community pharmacies in Jordan: A cross sectional study.PloS one · 2019Observational
- Health Insurance: Awareness, Utilization, and its Determinants among the Urban Poor in Delhi, India.Journal of epidemiology and global health · 2018Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
BACKGROUND &
objectivesThe evidence-base of the impact of community-based health insurance (CBHI) on access to healthcare and financial protection in India is weak. We investigated the impact of CBHI in rural Uttar Pradesh and Bihar s0 tates of India on insured households' self-medication and financial position.
methodsData originated from (i) household surveys, and (ii) the Management Information System of each CBHI. Study design was "staggered implementation" cluster randomized controlled trial with enrollment of one-third of the treatment group in each of the years 2011, 2012 and 2013. Around 40-50 per cent of the households that were offered to enroll joined. The benefits-packages covered outpatient care in all three locations and in-patient care in two locations. To overcome self-selection enrollment bias, we constructed comparable control and treatment groups using Kernel Propensity Score Matching (K-PSM). To quantify impact, both difference-in-difference (DiD), and conditional-DiD (combined K-PSM with DiD) were used to assess robustness of results.
resultsPost-intervention (2013), self-medication was less practiced by insured HHs. Fewer insured households than uninsured households reported borrowing to finance care for non-hospitalization events. Being insured for two years also improved the HH's location along the income distribution, namely insured HHs were more likely to experience income quintile-upgrade in one location, and less likely to experience a quintile-downgrade in two locations. INTERPRETATION &
conclusionsThe realized benefits of insurance included better access to healthcare, reduced financial risks and improved economic mobility, suggesting that in our context health insurance creates welfare gains. These findings have implications for theoretical, ethical, policy and practice considerations.
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