Ede Surya Darmawan, Syarif R Hasibuan, Vetty Yulianty Permanasari, Dian Kusuma
{"title":"印度尼西亚缺血性心脏病和中风的国民健康保险会员类型在医疗服务和结果方面的差异:2017-2022年索赔分析","authors":"Ede Surya Darmawan, Syarif R Hasibuan, Vetty Yulianty Permanasari, Dian Kusuma","doi":"10.1186/s41256-025-00432-y","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Ischemic 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.</p><p><strong>Methods: </strong>We 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).</p><p><strong>Results: </strong>For 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.</p><p><strong>Conclusions: </strong>Non-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.</p>","PeriodicalId":52405,"journal":{"name":"Global Health Research and Policy","volume":"10 1","pages":"33"},"PeriodicalIF":4.6000,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12315411/pdf/","citationCount":"0","resultStr":"{\"title\":\"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.\",\"authors\":\"Ede Surya Darmawan, Syarif R Hasibuan, Vetty Yulianty Permanasari, Dian Kusuma\",\"doi\":\"10.1186/s41256-025-00432-y\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Ischemic 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.</p><p><strong>Methods: </strong>We 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).</p><p><strong>Results: </strong>For 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.</p><p><strong>Conclusions: </strong>Non-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.</p>\",\"PeriodicalId\":52405,\"journal\":{\"name\":\"Global Health Research and Policy\",\"volume\":\"10 1\",\"pages\":\"33\"},\"PeriodicalIF\":4.6000,\"publicationDate\":\"2025-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12315411/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Global Health Research and Policy\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1186/s41256-025-00432-y\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Global Health Research and Policy","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s41256-025-00432-y","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
引用次数: 0
摘要
背景:缺血性心脏病(IHD)每年造成约890万人死亡,卒中每年造成约620万人死亡。本研究考察了国民健康保险中不同成员类型在IHD和中风的健康服务和结果方面的差异。方法:我们分析了印度尼西亚2017年至2022年期间超过30,000例IHD和卒中患者的住院索赔数据。评估了国民健康保险(Badan Penyelenggara Jaminan social, BPJS)会员类型与治疗/诊断、严重程度、死亡率、住院时间和索赔费用等五个因变量之间的关联。成员类型包括由国家预算补贴的最贫困成员(Penerima Bantuan Iuran Anggaran Pendapatan dan Belanja Negara, PBI APBN);贫困,由地方政府补贴(Penerima Bantuan Iuran Anggaran Pendapatan dan Belanja Daerah, PBI APBD);非正式非工人(Bukan Pekerja, BP)、非正式工人(Pekerja Bukan Penerima Upah, PBPU)和正式工人(Pekerja Penerima Upah, PPU)。结果:在治疗途径方面,与其他组相比,患有IHD的PBI APBN成员接受经皮冠状动脉介入治疗(PCI)的几率较低,尽管这种差异在多变量模型中没有统计学意义。对于中风患者来说,所有成员类型的患者接受头部计算机断层扫描(CT)的机会都是相似的,CT扫描是诊断中风类型的关键。逗留时间因情况而异;PBI APBN成员因IHD住院时间较长,但因中风住院时间较短。然而,对于IHD和卒中患者,与PBI APBN组相比,非补贴组(BP, PBPU, PPU)的索赔费用明显更高。在健康结果方面,与有补贴的PBI APBN组相比,未补贴的IHD患者(BP、PBPU、PPU)发生严重病例的几率(调整优势比分别为0.70、0.76和0.66)和死亡率(BP和PPU的调整优势比分别为0.61和0.64)显著低于补贴的PBI APBN组。对于脑卒中患者,尽管不同成员类型的严重程度具有可比性,但非补贴患者(BP、PBPU和PPU)的死亡率明显较低,aor分别为0.66、0.73和0.54。结论:非补贴成员IHD和中风的严重程度和死亡率较低,但治疗费用较高,而最贫穷的成员(PBI APBN)面临更长的住院时间和更差的结果,这突出了印度尼西亚国家医疗保险系统中持续存在的差异。解决这些不平等问题需要有针对性的政策,以改善最贫困人口的可及性、护理效率和质量。加强以社区为基础的生活方式推广和烟草控制可以进一步减轻IHD和中风的负担,并有助于随着时间的推移缩小这些差距。
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.
Background: Ischemic 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.
Methods: We 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).
Results: For 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.
Conclusions: Non-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.
期刊介绍:
Global Health Research and Policy, an open-access, multidisciplinary journal, publishes research on various aspects of global health, addressing topics like health equity, health systems and policy, social determinants of health, disease burden, population health, and other urgent global health issues. It serves as a forum for high-quality research focused on regional and global health improvement, emphasizing solutions for health equity.