Hospital utilization among urban poor in Indonesia in 2018: is government-run insurance effective?

Wulandari, Ratna Dwi and Laksono, Agung Dwi and Mubasyiroh, Rofingatul and Rachmalina, Rika and Ipa, Mara and Rohmah, Nikmatur (2023) Hospital utilization among urban poor in Indonesia in 2018: is government-run insurance effective? BMC Public Health, 23 (1). ISSN 1471-2458

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Abstract

Background
An urban poor is a vulnerable group that needs government financing support to access health services. Once they are sick, they will fall deeper into poverty. The study aims to analyze the effectiveness of government-run insurance in hospital utilization in urban poor in Indonesia.

Methods
The research analyzed the 2018 Indonesian Basic Health Survey data. This cross-sectional survey collected 75,970 participants through stratification and multistage random sampling. Meanwhile, the study employed hospital utilization as an outcome variable and health insurance ownership as an exposure variable. Moreover, the study looked at age, gender, marital status, education, and occupation as control factors. The research employed a binary logistic regression to evaluate the data in the final step.

Results
The results show that someone with government-run insurance is 4.261 times more likely than the uninsured to utilize the hospital (95% CI 4.238–4.285). Someone with private-run insurance is 4.866 times more likely than the uninsured to use the hospital (95% CI 4.802–4.931). Moreover, someone with government-run and private-run insurance has 11.974 times more likely than the uninsured to utilize the hospital (95% CI 11.752–12.200).

Conclusion
The study concluded that government-run insurance is more effective than the uninsured in improving hospital utilization among the urban poor in Indonesia. Meanwhile, private-run is more effective than government-run and uninsured in improving hospital utilization among the urban poor in Indonesia. Moreover, the most effective is to combine the kind of health insurance ownership (government-run and private-run).

Item Type: Article
Uncontrolled Keywords: Government-run insurance, Health insurance, Hospital utilization, Healthcare evaluation, Health policy, Public health
Subjects: Health Resources
Depositing User: Saepul Mulyana
Date Deposited: 03 Sep 2026 02:28
Last Modified: 03 Sep 2026 02:28
URI: https://karya.brin.go.id/id/eprint/59877

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