Quantifying the Effectiveness of Health Insurance in Reducing Home Births: Evidence from the 2023 Indonesia Health Survey
Abstract
Objective: To assess the association between different types of health insurance (National Health Insurance [NHI], private, and mixed) and the likelihood of home delivery among women in Indonesia.
Material and Methods: This secondary analysis used data from the 2023 Indonesia Health Survey, including 70,916 women who had given birth in the past five years. Home delivery was the outcome, and health insurance ownership (uninsured, NHI, private, mixed) was the exposure. Eight covariates were included. Binary logistic regression was used to estimate associations across individuals, with uninsured women as the reference group, and the results were reported as adjusted odds ratios (AORs) and 95% confidence intervals (CI).
Results: The prevalence of home delivery was 7.2%, and 22.7% of women were uninsured. Compared with uninsured women, those with NHI (AOR 2.218; 95% CI 2.210–2.226; p-value<0.001), private insurance (AOR 1.790; 95% CI 1.758–1.822; p-value<0.001), and mixed coverage (AOR 4.237; 95% CI 4.054–4.429; p-value<0.001) had significantly higher odds of facility-based delivery. Timely antenatal care was also strongly associated with reduced home delivery (AOR 2.330; 95% CI 2.322–2.339; p-value<0.001). Socioeconomic disparities persisted, with a higher likelihood of home delivery among women who were poorer, less educated, and living in rural areas.
Conclusion: Health insurance coverage was associated with a lower likelihood of home delivery in Indonesia, especially among women with mixed insurance coverage. Nonetheless, the observed relationships should be interpreted as associations rather than causal effects.
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The Minister of Health of the Republic of Indonesia. The 2018 Indonesia Health Profile. Jakarta; 2018.
World Health Organization. Maternal mortality ratio (modeled estimate, per 100,000 live births) - Indonesia. The World Bank; 2019;p.1.
Susiana S. Angka Kematian Ibu : Faktor Penyebab Dan Upaya Penanganannya (Angka Kematian Ibu: Faktor Penyebab Dan Upaya Penanganannya). Pus Penelit Badan Keahlian DPR RI 2019;XI:II.
Laksono AD, Wulandari RD. The barrier to maternity care in rural Indonesia. J Public Heal 2022;30:135–40.
Sageer R, Kongnyuy E, Adebimpe WO, Omosehin O, Ogunsola EA, Sanni B. Causes and contributory factors of maternal mortality: evidence from maternal and perinatal death surveillance and response in ogun state, Southwest Nigeria. BMC Pregnancy Childbirth 2019;19:1–8.
Senewe FP, Laksono AD, Massie RGA, Latifah L, Nuraini S, Agustiya RI, et al. Institutional Delivery in the Philippines: Does a Minimum of 8 Antenatal Care Visits Matter? J Prev Med Public Heal 2025;58:44–51.
Mumba P, Miyoba TO, Musonda E, Mulasikwanda M, Shumba S. Trends, spatial distribution and determinants of maternal home deliveries in Zambia. BMC Pregnancy Childbirth 2025;25.
James BC, Alemu Y, Amairo ME, Chullapant K, Uzuagu ED, Aroh CM. Predictors associated with giving birth at home among women in ethiopia. Pan African Med J 2025;50.
Ou CY, Yasmin M, Ussatayeva G, Lee MS, Dalal K. Maternal Delivery at Home: Issues in India. Adv Ther. 2021;38:386–98.
Konje ET, Hatfield J, Kuhn S, Sauve RS, Magoma M, Dewey D. Is it home delivery or health facility? Community perceptions on place of childbirth in rural Northwest Tanzania using a qualitative approach. BMC Pregnancy Childbirth 2020;20:270.
Efendi F, Ni’Mah AR, Hadisuyatmana S, Kuswanto H, Lindayani L, Berliana SM. Determinants of facility-based childbirth in Indonesia. Sci World J 2019;2019.
Sukirman R, Wahyono TYM, Shivalli S. Determinants of healthcare facility utilization for childbirth in Kuantan Singingi regency, Riau province, Indonesia 2017. BMC Public Health 2020;20:1–10.
Putri RS. Number of NHI Participants Almost 100%, the Health Social Security Agency: US Loses! (Jumlah Peserta JKN Hampir 100%, BPJS Kesehatan: AS Kalah!) [homepage on the Internet]. CNBC Indonesia. 2024 [cited 2025 May 5]. p. 1. Available from: https://www.cnbcindonesia.com/news/20241113175742-4-587981/jumlah-peserta-jkn-hampir-100-bpjs-kesehatan-as-kalah#:~:text=Direktur Utama BPJS Kesehatan%2C Ali,(RPJMN) 2020-2024.
Wulandari RD, Laksono AD, Tumaji T, Herawati MH, Pracoyo NE, Kusrini I. Membership In National Health Insurance Among Workers In Indonesia. Indones J Heal Adm 2024;12:280–91.
Misnaniarti, Nugraheni WP, Laksono AD, Kusnali A, Ardani I, Latifah L, et al. National health insurance membership in Indonesia: Do socio-economic elements matter? PLoS One 2025;20:e0329781.
Frizono V. BPJS Health: 98.45 Percent Of Indonesians Have Been Registered With JKN As Of The End Of 2024 [homepage on the Internet]. 2025 [cited 2026 Apr 3]. p. 1. Available from: https://voi.id/en/kesehatan/490654?ut
Sinaga YA. JKN coverage reached 95.77 percent of Indonesia’s population: Ministry [homepage on the Internet]. Current Issue. 2024 [cited 2026 Apr 3]. p. 1. Available from: https://en.antaranews.com/news/309495/jkn-coverage-reached-9577-percent-of-indonesias-population-ministry?utm
The Indonesian Ministry of Health. The 2023 Indonesian Health Survey [homepage on the Internet]. Jakarta; 2024. Available from: https://drive.google.com/file/d/1rjNDG_f8xG6-Y9wmhJUnXhJ-vUFevVJC/view
Wulandari RD, Laksono AD, Prasetyo YB, Nandini N. Socioeconomic Disparities in Hospital Utilization Among Female Workers in Indonesia: A Cross-Sectional Study. J Prim Care Community Health 2022;I3:1–7.
Wulandari RD, Latifah L, Laksono AD, Nugraheni WP, Suryati T, Rachmawati T, et al. National Health Insurance Role in Hospital Utilisation in Disadvantaged Areas: Evidence from Indonesia. Malaysian J Med Sci 2024;31:205–16.
Putri NK, Laksono AD, Rohmah N. Predictors of national health insurance membership among the poor with different education levels in Indonesia. BMC Public Health 2023;23:Article number 373.
Laksono AD, Wulandari RD, Effendi DE, Tumaji T. Role of Socioeconomic Status in National Health Insurance Ownership in Indonesia’ s Rural Areas. J Res Health Sci. 2024;24:e00608.
Sundoro T. Community Perceptions About National Health Insurance To Participation To Be A BPJS Health Participant. J Ilm Kesehat Sandi Husada 2023;12:15–24.
Wulandari RD, Laksono AD, Rohmah N. Urban-rural disparities of antenatal care in South East Asia: a case study in the Philippines and Indonesia. BMC Public Health 2021;21:1221.
Seran AA, Antaria MD, Haksama S, Setijaningrum E, Laksono AD, Prahastuti Sujoso AD. Disparities of the use of hormonal and non-hormonal contraceptive drugs in urban and rural areas in Indonesia and the world. Syst Rev Pharm 2020;11:66–73.
Khanal V, Bista S, Mishra SR. Prevalence of and factors associated with home births in western Nepal: Findings from the baseline of a community-based prospective cohort study. Clin Epidemiol Glob Heal 2024;27:101594.
Wulandari RD, Laksono AD, Astuti Y. The education role on institutional delivery among teenage mothers in indonesia: a national wide survey. Clin Epidemiol Glob Heal 2025;32:101970.
Afaya A, Nesa M, Akter J, Lee T. Institutional delivery rate and associated factors among women in rural communities: analysis of the 2017–2018 Bangladesh Demographic and Health Survey. BMJ Open 2024;14.
Wulandari RD, Laksono AD. Education as predictor of the knowledge of pregnancy danger signs in rural Indonesia. Int J Innov Creat Chang 2020;13:1037–51.
Laksono AD, Wulandari RD, Matahari R, Rohmah N. The choice of delivery place in Indonesia: Does home residential status matter? Heliyon 2023;9:e15289.
Abye T, Abera T, Tariku R, Gelaye Z, Alayu M. Determinants of home delivery among childbearing age women in Gondar zuria district of central. 2022;11.
Syahri IM, Laksono AD, Fitria M, Rohmah N, Lolong DB, Alruwaili AS. Determine the policy target to increase institutional delivery among Indonesian female workers. Indones J Heal Adm. 2024;12:228–37.
Wulandari RD, Laksono AD, Matahari R, Rohmah N. Policies to reduce home delivery in Indonesia: who should be the target? Indones J Heal Adm 2023;11:81–92.
Laksono AD, Wulandari RD, Rukmini R. The determinant of healthcare childbirth among young people in Indonesia. J Public health Res 2021;10:28–34.
Denny HM, Laksono AD, Matahari R, Kurniawan B. The determinants of four or more antenatal care visits among working women in Indonesia. Asia-Pacific J Public Heal 2022;34:51–6.
Putri NK, Laksono AD. Predictors of childbirth services in Indonesia. Int J Public Heal Sci 2022;11:566–73.
Kusrini I, Ipa M, Laksono AD. “Is It true that the child is king?”: qualitative study of factors related to nutritional status of children in West Lombok, Indonesia. Indian J Public Heal Res Dev 2019;10:1729–33.
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