Evidence map›Paper›PMID 41930059›Full record

ArticleCureus2026

Out-of-Pocket Expenditure and Catastrophic Health Spending Among Patients With Type 2 Diabetes in Rural Tamil Nadu: A Cross-Sectional Study.

Ganapathy Narayana Arul M, Meriton Stanly A

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.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

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.

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

2 authors.

Ganapathy Narayana Arul MCommunity Medicine, Sri Ramachandra Institute of Higher Education and Research, Chennai, IND.
Meriton Stanly ACommunity Medicine, Sri Ramachandra Institute of Higher Education and Research, Chennai, IND.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and objectives Diabetes mellitus is one of the most predominant noncommunicable diseases (NCDs) globally as well as in India. Apart from morbidity and mortality, it causes a significant burden on the healthcare resources of the nation as well as the households. High expenses toward healthcare can potentially impoverish a household. Hence, this study was conducted to assess the economic burden involved in the management of diabetes among the rural population. Materials and methods The study was conducted in the Rural Health and Training Centre of Sri Ramachandra Medical College. Data was collected using a semistructured questionnaire, regarding their sociodemographic details, duration of illness, comorbidities, glycemic levels, complications of diabetes, compliance to treatment, and all direct and indirect expenses for the management of diabetes mellitus in the last 3 months. Results The mean quarterly out-of-pocket expenditure (OOPE) was 1159 ± 1374₹, in which direct expenses were 727 ± 1124₹, and indirect expenses came to around 413 ± 712₹. Catastrophic health expenditure (CHE) was present in 6.6% (3.65-10.83) of them. The mean expenditure was significantly lower in people who availed government and other free or subsidized healthcare services, and higher in those who were on insulin therapy.  Conclusion Our existing health system and policies need to be further strengthened, and health coverage and schemes should be made accessible to a larger population to avoid adverse financial implications.

Indexed as

catastrophic health expenditurediabetes mellitus type 2health policy and economicsnoncommunicable diseases (ncds)out-of-pocket expenditure

Identifiers

PMID41930059
PMCPMC13040609

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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.