Evidence map›Paper›PMID 40745615›Full record

ArticleGlobal health research and policy2025

Disparities in health services and outcomes by National Health Insurance membership type for ischemic heart disease and stroke in Indonesia: analysis of claims, 2017-2022.

Ede Surya Darmawan, Syarif R Hasibuan, Vetty Yulianty Permanasari, Dian Kusuma

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Article in Global health research and policy, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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2 citing papers in PubMed.

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5 · Who and what money

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4 authors.

Ede Surya DarmawanDepartment of Health Administration and Policy, Faculty of Public Health, Universitas Indonesia, Depok, Indonesia.
Syarif R HasibuanDepartment of Health Administration and Policy, Faculty of Public Health, Universitas Indonesia, Depok, Indonesia.
Vetty Yulianty PermanasariDepartment of Health Administration and Policy, Faculty of Public Health, Universitas Indonesia, Depok, Indonesia.
Dian KusumaDepartment of Public Health and Epidemiology, College of Medicine and Health Sciences, Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates. dian.kusuma@ku.ac.ae.ORCID http://orcid.org/0000-0002-1909-9341

Funding

Universitas Indonesia NKB-440/UN2.RST/HKP.05.00/2023
6 · The paper itself

Abstract

backgroundIschemic heart disease (IHD) contributed to around 8.9 million deaths and stroke accounting for about 6.2 million deaths each year. This study examines disparities in health services and outcomes for IHD and stroke among different membership types within the national health insurance.

methodsWe analyzed over 30,000 inpatient claim data for IHD and stroke patients from 2017 to 2022 in Indonesia. The associations were assessed between National Health Insurance (Badan Penyelenggara Jaminan Sosial, BPJS) membership types and five dependent variables including treatment/diagnosis, severity, mortality, length of stay, and claim cost. Membership types included the poorest members subsidized by the national budget (Penerima Bantuan Iuran Anggaran Pendapatan dan Belanja Negara, PBI APBN); near poor, subsidized by local governments (Penerima Bantuan Iuran Anggaran Pendapatan dan Belanja Daerah, PBI APBD); informal non-workers (Bukan Pekerja, BP), informal workers (Pekerja Bukan Penerima Upah, PBPU), and formal workers (Pekerja Penerima Upah, PPU).

resultsFor treatment access, PBI APBN members with IHD had lower odds of receiving percutaneous coronary interventions (PCI) compared to other groups, though this difference was not statistically significant in the multivariate models. For stroke patients, access to head computed tomography (CT) scans-critical for diagnosing stroke type-was similar across all membership types. Length of stay varied by condition; PBI APBN members experienced longer hospital stays for IHD but shorter stays for stroke. However, claim costs were significantly higher for non-subsidized groups (BP, PBPU, PPU) compared to the PBI APBN group for both IHD and stroke patients. Regarding health outcomes, non-subsidized IHD patients (BP, PBPU, PPU) had significantly lower odds of severe cases with adjusted odds ratios (AORs) of 0.70, 0.76, and 0.66, respectively, and mortality (AORs of 0.61 and 0.64 for BP and PPU) compared to the subsidized PBI APBN group. For stroke patients, although severity levels were comparable across membership types, non-subsidized patients (BP, PBPU, and PPU) had significantly lower odds of mortality, with AORs of 0.66, 0.73, and 0.54, respectively.

conclusionsNon-subsidized members had lower severity and mortality for IHD and stroke but higher treatment costs, while the poorest (PBI APBN) faced longer stays and worse outcomes-highlighting persistent disparities in Indonesia's national health insurance system. Addressing these inequities requires targeted policies to improve access, care efficiency, and quality for the poorest populations. Strengthening community-based lifestyle promotion and tobacco control can further reduce the burden of IHD and stroke and help close these gaps over time.

Indexed as

Healthcare DisparitiesMyocardial IschemiaNational Health ProgramsStrokeAdultAgedFemaleHumansIndonesiaMaleMiddle AgedHealth servicesHospital staysIschemic heart diseaseMortalitySocioeconomic statusStroke

Identifiers

PMID40745615
PMCPMC12315411

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