Evidence map›Paper›PMID 41703567›Full record

SynthesisBMC public health2026

Effects of health insurance on economic burden and health service utilization among people with noncommunicable diseases in low- and middle-income countries: a systematic review.

Basant Adhikari, Cheerawit Rattanapan, Orapin Laosee, Piyapong Janmaimool

Abstract readSystematic Review
In one paragraph

Synthesis in BMC public health, 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

4 authors.

Basant AdhikariASEAN Institute for Health Development, Mahidol University, Salaya, Phutthamonthon, Nakhonpathom, 73710, Thailand.
Cheerawit RattanapanASEAN Institute for Health Development, Mahidol University, Salaya, Phutthamonthon, Nakhonpathom, 73710, Thailand.
Orapin LaoseeASEAN Institute for Health Development, Mahidol University, Salaya, Phutthamonthon, Nakhonpathom, 73710, Thailand.
Piyapong JanmaimoolASEAN Institute for Health Development, Mahidol University, Salaya, Phutthamonthon, Nakhonpathom, 73710, Thailand. piyapong.jan@mahidol.ac.th.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundNoncommunicable diseases (NCDs) are leading causes of mortality and impose substantial financial burdens on households. Health insurance is intended to mitigate these economic burdens and increase health service utilization among people with NCDs. This study aims to investigate the impacts of health insurance on economic protection and health service utilization among people with NCDs in low- and middle-income countries.

methodA systematic search of the relevant articles was conducted in PubMed, Scopus, and Embase in accordance with PRISMA guidelines. The search strategy was based on keywords representing the population (noncommunicable diseases), exposure (health insurance), and outcomes (economic burden and health service utilization). Data were synthesized according to NCD type and reported outcomes.

resultsOf the 3,992 articles screened, 15 met the inclusion criteria. Socioeconomic status was the most frequently identified determinant of NCD-related economic burden, alongside health service utilization, multiple morbidities, employment status, family size, and education. Health insurance was strongly associated with increased service utilization, while multiple morbidities, socioeconomic status, physician access, and education also influenced care use. The impact of insurance on financial burden was mixed: 7 of 10 studies found no significant reduction, whereas all studies reported increased service utilization among insured individuals.

conclusionHealth insurance was associated with increased health service utilization among people with NCDs, but its protective effect against economic burden remains inconclusive. Increased utilization was frequently linked to higher healthcare payments due to limited benefit coverage. Strengthening insurance design and assessing utilization pathways are essential to improve financial protection.

Indexed as

Cost of IllnessDeveloping CountriesHealth ServicesInsurance, HealthNoncommunicable DiseasesPatient Acceptance of Health CareHumansEconomic burdenHealth insuranceHealth service utilizationNoncommunicable diseases

Identifiers

PMID41703567
PMCPMC13020328

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

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.