{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,22]],"date-time":"2026-09-22T13:49:24Z","timestamp":1790084964203,"version":"4.0.1"},"reference-count":40,"publisher":"BMJ","issue":"7","license":[{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100021726","name":"Direktorat Riset and Pengembangan, Universitas Indonesia","doi-asserted-by":"publisher","award":["NKB-674\/UN2.RST\/HKP.05.00\/2024"],"award-info":[{"award-number":["NKB-674\/UN2.RST\/HKP.05.00\/2024"]}],"id":[{"id":"10.13039\/501100021726","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["bmj.com"],"crossmark-restriction":true},"short-container-title":["BMJ Open"],"accepted":{"date-parts":[[2025,7,15]]},"published-print":{"date-parts":[[2025,8]]},"abstract":"<jats:sec>\n                    <jats:title>Objectives<\/jats:title>\n                    <jats:p>To examine disparities in health services and outcomes for cancer among different membership types within the national health insurance in Indonesia.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Design and setting<\/jats:title>\n                    <jats:p>\n                      This study employed a retrospective cross-sectional analysis of health insurance claim data. The setting was inpatient claims from public and private hospitals across Indonesia during 2017\u20132022. We assessed the associations between membership types in the National Health Insurance system (\n                      <jats:italic>Badan Penyelenggara Jaminan Sosial Kesehatan<\/jats:italic>\n                      , BPJS) and six dependent variables: receipt of biopsy, transfusion of packed red blood cells or platelets, length of hospital stay, claim costs (natural log-transformed), disease severity (moderate or severe) and in-hospital mortality.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Participants<\/jats:title>\n                    <jats:p>\n                      We analysed 34\u2009904 inpatient claim records for patients with cancer aged 16 years and older enrolled in BPJS. Membership types included: the poorest members subsidised by the national budget (\n                      <jats:italic>Penerima Bantuan Iuran Anggaran Pendapatan dan Belanja Negara<\/jats:italic>\n                      , PBI APBN); near-poor members subsidised by local governments (\n                      <jats:italic>Penerima Bantuan Iuran Anggaran Pendapatan dan Belanja Daerah<\/jats:italic>\n                      \u2014PBI APBD); informal non-workers (\n                      <jats:italic>Bukan Pekerja<\/jats:italic>\n                      , BP); informal workers (\n                      <jats:italic>Pekerja Bukan Penerima Upah<\/jats:italic>\n                      , PBPU) and formal workers (\n                      <jats:italic>Pekerja Penerima Upah<\/jats:italic>\n                      , PPU).\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>Significant disparities were observed across BPJS membership types. Compared with the poorest group (PBI APBN), informal non-workers (BP) and informal workers (PBPU) had higher odds of receiving transfusions (adjusted OR (AOR): 1.43 and 1.26, respectively), while formal workers (PPU) had shorter hospital stays (\u22120.27\u2009days) and higher claim costs. Interestingly, PBI APBN members had greater odds of receiving biopsies than PBI APBD (AOR: 0.62) and PPU (AOR: 0.77) members. In terms of health outcomes, PBI APBN members experienced higher odds of severe cases and mortality, whereas PPU members had significantly lower odds of severity (AOR: 0.78) and death (AOR: 0.67).<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>Substantial socioeconomic disparities persist in cancer diagnostics, treatment and outcomes among BPJS members. Poorer groups face greater barriers to care and worse outcomes. Policies should prioritise equitable cancer care access for low-income and subsidised members of Indonesia\u2019s national health insurance.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1136\/bmjopen-2024-096486","type":"journal-article","created":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T09:00:45Z","timestamp":1754038845000},"page":"e096486","update-policy":"https:\/\/doi.org\/10.1136\/crossmarkpolicy","source":"Crossref","is-referenced-by-count":2,"title":["Disparities in cancer care and outcomes by insurance membership type in Indonesia: a retrospective cross-sectional analysis of national health insurance claims, 2017\u20132022"],"prefix":"10.1136","volume":"15","author":[{"given":"Ede Surya","family":"Darmawan","sequence":"first","affiliation":[{"name":"Department of Health Administration and Policy, Faculty of Public Health, Universitas Indonesia, Depok, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Syarif Rahman","family":"Hasibuan","sequence":"additional","affiliation":[{"name":"Center for Health Administration and Policy Studies, Faculty of Public Health, Universitas Indonesia, Depok, Indonesia"},{"name":"Faculty of Medicine, Universitas Pembangunan Nasional Veteran, Jakarta, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Vetty Yulianty","family":"Permanasari","sequence":"additional","affiliation":[{"name":"Department of Health Administration and Policy, Faculty of Public Health, Universitas Indonesia, Depok, Indonesia"},{"name":"Center for Health Administration and Policy Studies, Faculty of Public Health, Universitas Indonesia, Depok, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1909-9341","authenticated-orcid":false,"given":"Dian","family":"Kusuma","sequence":"additional","affiliation":[{"name":"Department of Public Health and Epidemiology, College of Medicine and Health Sciences, Khalifa University of Science and Technology, Abu Dhabi, UAE"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"239","published-online":{"date-parts":[[2025,8,1]]},"reference":[{"key":"2025120519261414000_15.7.e096486.1","unstructured":"WHO . Cancer Factsheet. 2022."},{"key":"2025120519261414000_15.7.e096486.2","doi-asserted-by":"publisher","DOI":"10.1016\/s0140-6736(24)00757-8"},{"key":"2025120519261414000_15.7.e096486.3","unstructured":"IARC . Indonesia Cancer Factsheet. 2024."},{"key":"2025120519261414000_15.7.e096486.4","doi-asserted-by":"crossref","unstructured":"Mboi N , Syailendrawati R , Ostroff SM , et al . The state of health in Indonesia\u2019s provinces, 1990\u20132019: a systematic analysis for the Global Burden of Disease Study 2019. Lancet Glob Health 2022;10. doi:10.1016\/S2214-109X(22)00371-0","DOI":"10.1016\/S2214-109X(22)00371-0"},{"key":"2025120519261414000_15.7.e096486.5","unstructured":"Untari P . 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