Evidence map›Paper›PMID 42000994›Full record

ArticleBMC geriatrics2026

Financial impact of non-communicable diseases on households with older adults in india: a mixed methods study.

Abraham Prince D E, Prakash Babu Kodali

Abstract read
In one paragraph

Article in BMC geriatrics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Abraham Prince D EDepartment of Public Health and Community Medicine, Central University of Kerala, Kasaragod, Kerala, India.
Prakash Babu KodaliDepartment of Public Health and Community Medicine, Central University of Kerala, Kasaragod, Kerala, India. prakashkodali@cukerala.ac.in.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn India healthcare expenses push > 55 million households into poverty annually. Costs for treating non-communicable diseases (NCDs) are major source of this impoverishment. We conducted this study to investigate the household economic condition, catastrophic health expenditures (CHE) and impoverishment among older adult households with NCDs.

methodsWe conducted a sequential explanatory mixed-methods study with a secondary analysis of older adult households with at least one NCD (N = 14067), drawn from Longitudinal aging study in India (LASI), followed by qualitative interviews of 26 purposively sampled older adults living with NCDs. The proportion of CHE, impoverishment and household economic condition were estimated, and the associated factors were identified through regression analysis. Qualitative interviews were analysed thematically using framework approach.

resultsAmong the 14,067 households, 77.93% reported last one year healthcare use, and 16.5% (16.0%-17.0%) reported worsening economic condition. Among the households with healthcare use, 41.2%(40.4-42.0) experienced CHE, 28.4%(27.7-29.2) experienced impoverishment. NCD multimorbidity was associated with worsening household economic condition (AOR = 1.16, 95%CI = 1.05-1.27) and experiencing CHE (AOR = 1.29, 95%CI = 1.20-1.39), and those seeking both inpatient and outpatient care were more likely to be impoverished (AOR = 1.37, 95%CI = 1.23-1.52). Coverage with government health insurance did not protect households from impoverishment (AOR = 1.43, 95%CI = 1.06-1.92) compared to private health insurance. The qualitative themes revealed participant lived experiences which included (i) living with NCD as a financial nightmare, (ii) income source and financial distress, (iii) cost of care and choice of provider, and (iv) family support and lack thereof.

conclusionsThe NCDs exacerbate healthcare inequities with socio-economically vulnerable older adult households at greater risk of CHE, impoverishment and worsened economic condition. Public funded health insurance programmes offered limited protection compared to private schemes.

Indexed as

Cost of IllnessFamily CharacteristicsHealth ExpendituresNoncommunicable DiseasesPovertyAgedAged, 80 and overFemaleHumansIndiaLongitudinal StudiesMaleMiddle AgedCatastrophic health expendituresHealthcareImpoverishmentNon-communicable diseasesOlder adultsOut-of-pocket expenditures

Identifiers

PMID42000994
PMCPMC13224535

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.