Evidence map›Paper›PMID 41649642›Full record

ArticleHealth economics review2026

Health insurance coverages and demand for modern contraceptive choices among reproductive-age women in Thailand.

Nattanon Phonkacha, Piriya Pholphirul

Abstract read
In one paragraph

Article in Health economics review, 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
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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.

Nattanon PhonkachaGraduate School of Development Economics, National Institute of Development Administration, Serithai Road, Klong-Chan, Bangkapi, Bangkok, 10240, Thailand.
Piriya PholphirulGraduate School of Development Economics, National Institute of Development Administration, Serithai Road, Klong-Chan, Bangkapi, Bangkok, 10240, Thailand. pholphir@hotmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Contraception is crucial for women's well-being and national development, which is particularly salient in Thailand's rapidly aging society where maximizing the health of the working-age population is essential. While health insurance is pivotal, this research moves beyond analyzing financial barriers to examine the distinct structural influence of Thailand's three major health insurance systems-the Universal Coverage Scheme (UCS), Social Security Scheme (SSS), and Civil Servant Medical Benefit Scheme (CSMBS)-on modern contraceptive method choices among reproductive-age women. Using data from the 2022 Multiple Indicator Cluster Survey (MICS) (n = 10,922 women currently using contraception), a Multinomial Logistic Regression model yielded significant findings. The results demonstrate that the specific scheme structure, rather than just the presence of coverage, significantly predicts method selection. Women under the Social Security Scheme (SSS) showed a statistically significant higher propensity for hormonal methods (pills, injections, implants). In contrast, members of the Civil Servant Medical Benefit Scheme (CSMBS) showed a significant preference for device-based methods (condoms, IUDs, diaphragms). These distinct preferences align with the structural incentives of the schemes: the SSS's capitation payment model may favor time-efficient hormonal dispensing, while the CSMBS's fee-for-service model and provider flexibility facilitate access to medical devices and non-hormonal options. Additionally, religious beliefs and concerns about hormonal side effects (observed among highly educated, affluent women) played a substantial role in the adoption of natural methods. This study underscores the need for public health policies that move beyond guaranteeing financial access and consider the structural diversity of health insurance systems to promote appropriate and sustainable contraceptive access and informed choice.

Indexed as

Contraceptive choiceHealth insurance coverageModern contraceptionReproductive-age womenThailand

Identifiers

PMID41649642
PMCPMC12977578

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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.