Evidence map›Paper›PMID 40689088›Full record

ArticleThe Lancet regional health. Southeast Asia2025

Health insurance coverage, healthcare use, and financial protection amongst people with disabilities in Indonesia: analysis of the 2021 National Socioeconomic Survey.

Luthfi Azizatunnisa', Ari Probandari, Hannah Kuper, Lena Morgon Banks

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Article in The Lancet regional health. Southeast Asia, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
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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.

Luthfi Azizatunnisa'International Centre for Evidence in Disability, London School of Hygiene and Tropical Medicine, London, UK.
Ari ProbandariDepartment of Public Health, Faculty of Medicine, Universitas Sebelas Maret, Surakarta, Indonesia.
Hannah KuperInternational Centre for Evidence in Disability, London School of Hygiene and Tropical Medicine, London, UK.
Lena Morgon BanksInternational Centre for Evidence in Disability, London School of Hygiene and Tropical Medicine, London, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Methods: This cross-sectional study analysed the Indonesia National Socioeconomic Survey (Susenas) March 2021 dataset (n = 1,277,497). Disability was measured using the Washington Group Short Set (WG-SS). We used multivariate logistic regression to examine associations between disability and health insurance coverage, and between insurance coverage and healthcare utilization, out-of-pocket payments (OOP), and catastrophic health expenditure (CHE). Findings: Around 30% of people with disabilities were uninsured, and 35% were not enrolled in JKN, with coverage lower in the lowest socioeconomic groups, living in rural areas, or self-employment. Among JKN-enrolees, they were more likely to be in the subsidised group (vs. contributory) compared to those without disabilities. Overall, people with disabilities utilised healthcare services more frequently and incurred higher OOP and CHE than those without disabilities. These disparities were not mitigated by insurance coverage. Indeed, people with disabilities, even with JKN coverage, were more likely to experience high OOP and CHE, with those in the contributory group facing a higher likelihood of CHE than the subsidised group. Interpretation: There are large gaps in health insurance coverage for people with disabilities in Indonesia. Additionally, there is an urgent need to enhance the financial protection of people with disabilities, ensuring equitable and comprehensive care. Funding: This study is part of the first author's PhD project, funded by the Indonesia Endowment Fund for Education (LPDP).

Indexed as

DisabilityHealth equityHealth financingIndonesiaUniversal health coverage

Identifiers

PMID40689088
PMCPMC12274863

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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.