Evidence map›Paper›PMID 42729793›Full record

ArticleCureus2026

Household Economic Burden and Healthcare Utilization Among Adults With Type 2 Diabetes Mellitus: A Hospital-Based Cost-of-Illness Study in Rural North India.

Manish Kundu, Shalini Ray, Manisha Singh, Saranya K

Abstract read
In one paragraph

Article in Cureus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Manish KunduCommunity Medicine, Maharaja Agrasen Medical College, Agroha, Hisar, IND.
Shalini RayCommunity Medicine, PESU Institute of Medical Sciences and Research, Bengaluru, IND.
Manisha SinghCommunity Medicine, Maharaja Agrasen Medical College, Agroha, Hisar, IND.
Saranya KCommunity Medicine, PESU Institute of Medical Sciences and Research, Bengaluru, IND.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background Type 2 diabetes mellitus (T2DM) is a major public health challenge that places a substantial economic burden on households because of lifelong treatment and monitoring requirements. Evidence on the household financial burden of diabetes in rural India remains limited. This study estimated the household cost of illness associated with T2DM and assessed healthcare utilization among adults attending a rural tertiary care teaching hospital in North India. Methods A hospital-based cross-sectional study was conducted among 400 adults with T2DM who had been receiving treatment for at least six months. Participants were enrolled consecutively. Data were collected through face-to-face interviews using a pretested semi-structured questionnaire to capture sociodemographic characteristics, clinical profile, healthcare utilization, and diabetes-related expenditure. Household costs were estimated from the patient perspective and categorized into direct medical, direct nonmedical, and indirect costs. Results The mean age of participants was 55.2 ± 8.5 years, and 58.3% had diabetes for 5-10 years. The mean annual household expenditure attributable to diabetes was ₹15,204 (₹1,267/month), with direct medical costs accounting for 76.7% of total expenditure. Most households (73.5%) incurred annual diabetes-related expenses between ₹10,001 and ₹20,000. Most participants (85.5%) used outpatient care, and 96.5% preferred allopathic treatment. Overall, 14.5% of households spent more than 30% of their monthly household income on diabetes care, indicating substantial financial vulnerability. Conclusions T2DM imposes a considerable economic burden on rural households, with direct medical expenditure being the principal cost driver. Strengthening primary healthcare, improving access to affordable medicines, and expanding financial risk protection mechanisms are essential to reducing out-of-pocket expenditures.

Indexed as

cost of illnesseconomic burden of healthcarefinancial health protectionhealth economicstype 2 diabetes mellitus

Identifiers

PMID42729793
PMCPMC13563150

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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.