Evidence map›Paper›PMID 41296164›Full record

ArticleHealth economics review2025

Payment compliance of informal sector workers in Indonesia National Health Insurance: a study on ability and willingness to pay.

Muhammad Syamsu Hidayat, Yudistira Hendra Permana, Diah Ayu Puspandari, Dedy Revelino Siregar, Hermawati Setyaningsih, Vini Aristianti, Wan Aisyah Baros, Zafria Atsna, Findri Fadlika, Azizah Boenjamin

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Article in Health economics review, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Muhammad Syamsu HidayatFaculty of Public Health, Universitas Ahmad Dahlan, Jl Prof Soepomo Warungboto Umbulharjo, Yogyakarta, Indonesia. syamsu.hidayat@ikm.uad.ac.id.
Yudistira Hendra PermanaVocational School, Teaching Industry Learning Center, Universitas Gadjah Mada, Yogyakarta, Indonesia.
Diah Ayu PuspandariFaculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Centre for Health Financing Policy and Insurance, 2nd Floor Research and Development Building, Yogyakarta, Indonesia.
Dedy Revelino SiregarSocial Security Agency On Health (Badan Penyelenggara Jaminan Sosial Kesehatan), Jl Letjen Suprapto Kav 20 No 14, Jakarta, Indonesia.
Hermawati SetyaningsihFaculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Centre for Health Financing Policy and Insurance, 2nd Floor Research and Development Building, Yogyakarta, Indonesia.
Vini AristiantiFaculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Centre for Health Financing Policy and Insurance, 2nd Floor Research and Development Building, Yogyakarta, Indonesia.
Wan Aisyah BarosSocial Security Agency On Health (Badan Penyelenggara Jaminan Sosial Kesehatan), Jl Letjen Suprapto Kav 20 No 14, Jakarta, Indonesia.
Zafria AtsnaFaculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Centre for Health Financing Policy and Insurance, 2nd Floor Research and Development Building, Yogyakarta, Indonesia.
Findri FadlikaFaculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Centre for Health Financing Policy and Insurance, 2nd Floor Research and Development Building, Yogyakarta, Indonesia.
Azizah BoenjaminFaculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Centre for Health Financing Policy and Insurance, 2nd Floor Research and Development Building, Yogyakarta, Indonesia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCurrently, the Indonesian National Health Insurance (NHI) covers over 90% of the population. However, around 18% of the enrolees are inactive, failing to pay premiums regularly, with proportions varying across membership types. This situation could impede access to health services and influence overall enrolees' health. This study seeks to assess the ability and willingness to pay, and to identify the factors influencing them among informal workers in relation to compliance and commitment to NHI premium payments.

methodsThis nation-wide survey covered fifteen districts and 4,059 respondents, examining the ability to pay and willingness to pay among informal sector workers under the NHI scheme. Willingness to pay was calculated using a bidding game, while ability to pay was calculated as 5% of disposable income, using household expenditure as a proxy for income. Logistic regression was used to explore factors influencing compliance. Variables of interest included household expenditure, membership class, regional area, payment commitment, risk aversion, and out-of-pocket expenses, while control variables comprised demographic characteristics, family medical history, healthcare utilisation, and satisfaction rate.

resultsThe ability to pay the premium among enrolees was generally below the current premium level, except for active enrolees in the third class. While active enrolees expressed a willingness to pay about 10% more than the existing premium, inactive enrolees were only willing to pay about 50% of it. Compliance to pay the premium was influenced by non-food and tobacco expenditures, willingness to pay, risk aversion, catastrophic illness, healthcare utilization, size of household members, and patient satisfaction. Additional factors positively influencing compliance included food and non-food expenditures, NHI literacy, and enrolee class. CONCLUSION AND RECOMMENDATION: To enhance health care access, policy efforts must address the disparity between current premium levels and informal sector workers' financial capacity and willingness to pay. Given constrained government budgets, cross-sector collaboration is necessary to support stable incomes for these workers. Furthermore, strategies that foster risk awareness and payment commitment, through targeted outreach and improved health insurance literacy, may enhance long-term compliance and coverage.

Indexed as

Ability to payPremiumSocial health insuranceWillingness to pay

Identifiers

PMID41296164
PMCPMC12751471

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