TY - JOUR
T1 - Determinants of healthcare utilization under the Indonesian national health insurance system – a cross-sectional study
AU - Cheng, Qinglu
AU - Fattah, Rifqi Abdul
AU - Susilo, Dwidjo
AU - Satrya, Aryana
AU - Haemmerli, Manon
AU - Kosen, Soewarta
AU - Novitasari, Danty
AU - Puteri, Gemala Chairunnisa
AU - Adawiyah, Eviati
AU - Hayen, Andrew
AU - Mills, Anne
AU - Tangcharoensathien, Viroj
AU - Jan, Stephen
AU - Thabrany, Hasbullah
AU - Asante, Augustine
AU - Wiseman, Virginia
N1 - Publisher Copyright:
© The Author(s) 2025.
PY - 2025/12
Y1 - 2025/12
N2 - Background: Indonesia has implemented a series of healthcare reforms including its national health insurance scheme (Jaminan Kesehatan Nasional, JKN) to achieve universal health coverage. However, there is evidence of inequitable healthcare utilization in Indonesia, raising concerns that the poor might not be benefiting fully from government subsidies. This study aims to identify factors affecting healthcare utilization in Indonesia. Methods: This study analysed cross-sectional survey data collected by the “Equity and Health Care Financing in Indonesia” (ENHANCE) Study. Andersen’s behavioural model of health services use was adopted as a framework for understanding healthcare utilization in Indonesia. Sociodemographic variables were categorized into predisposing, enabling and need factors. Outcome measures included the utilization of primary and secondary health services. Multi-level logistic regression models were run to examine factors associated with each type of health service utilization. Results: Of the 31,864 individuals included in the ENHANCE survey, around 14% had used outpatient services in the past month. Fewer than 5% of the study population had visited hospitals for inpatient care and about 23% used maternal and child health services in the past 12 months. Age, gender and self-rated health were key determinants of health services utilization. No significant differences in primary care utilization were found among people with different insurance status, but people who received subsidised premiums under the JKN were more likely to receive primary care from public health facilities and less likely from private health facilities. Compared to people who pay JKN insurance premiums themselves, the uninsured and those whose premiums were subsidised by the government were less likely to visit public and private hospitals when other factors were controlled. Conclusion: This study demonstrates that the distribution of healthcare utilization in Indonesia is largely equitable as predisposing factors (age and gender) and health need were found to greatly influence the utilization of different types of health services. However, enabling factors such as health insurance status were also found to be associated with inequity in utilization of hospital services. Further policy actions regarding resource allocation and health service planning are warranted to achieve a more equitable pattern of health service use in Indonesia.
AB - Background: Indonesia has implemented a series of healthcare reforms including its national health insurance scheme (Jaminan Kesehatan Nasional, JKN) to achieve universal health coverage. However, there is evidence of inequitable healthcare utilization in Indonesia, raising concerns that the poor might not be benefiting fully from government subsidies. This study aims to identify factors affecting healthcare utilization in Indonesia. Methods: This study analysed cross-sectional survey data collected by the “Equity and Health Care Financing in Indonesia” (ENHANCE) Study. Andersen’s behavioural model of health services use was adopted as a framework for understanding healthcare utilization in Indonesia. Sociodemographic variables were categorized into predisposing, enabling and need factors. Outcome measures included the utilization of primary and secondary health services. Multi-level logistic regression models were run to examine factors associated with each type of health service utilization. Results: Of the 31,864 individuals included in the ENHANCE survey, around 14% had used outpatient services in the past month. Fewer than 5% of the study population had visited hospitals for inpatient care and about 23% used maternal and child health services in the past 12 months. Age, gender and self-rated health were key determinants of health services utilization. No significant differences in primary care utilization were found among people with different insurance status, but people who received subsidised premiums under the JKN were more likely to receive primary care from public health facilities and less likely from private health facilities. Compared to people who pay JKN insurance premiums themselves, the uninsured and those whose premiums were subsidised by the government were less likely to visit public and private hospitals when other factors were controlled. Conclusion: This study demonstrates that the distribution of healthcare utilization in Indonesia is largely equitable as predisposing factors (age and gender) and health need were found to greatly influence the utilization of different types of health services. However, enabling factors such as health insurance status were also found to be associated with inequity in utilization of hospital services. Further policy actions regarding resource allocation and health service planning are warranted to achieve a more equitable pattern of health service use in Indonesia.
KW - Andersen’s behavioural model
KW - Healthcare utilization
KW - Indonesia
KW - Jaminan Kesehatan Nasional
UR - http://www.scopus.com/inward/record.url?scp=85214918539&partnerID=8YFLogxK
U2 - 10.1186/s12913-024-11951-8
DO - 10.1186/s12913-024-11951-8
M3 - Article
C2 - 39789552
AN - SCOPUS:85214918539
SN - 1472-6963
VL - 25
JO - BMC Health Services Research
JF - BMC Health Services Research
IS - 1
M1 - 48
ER -