Case Study: Factors Causing the High Referral Ratio of BPJS Outpatients at the Mataram Police Primary Clinic in 2025
DOI:
10.29303/jppipa.v12i4.14756Published:
2026-04-30Downloads
Abstract
The high referral ratio of BPJS outpatients at the Mataram Police Department's Primary Clinic in 2024 is a serious problem because it exceeds established standards, potentially leading to service inefficiencies. This study aims to analyze the causes of this high referral ratio through a review of the structure, process, and outcome aspects, as well as the contextual conditions at the Mataram Police Department's Primary Clinic. The research method used was a qualitative case study design. Data collection was conducted through in-depth interviews with key informants and supporting staff, observation, and document review related to the 2024 referral data. The results showed that, in terms of structure, the main causes of referrals were limited medical infrastructure, inadequate laboratory facilities, and the limited availability of certain medications. In terms of process, it was found that lack of compliance with Standard Operating Procedures (SOPs) and the strong desire of patients to be referred directly to hospitals were driving factors. In terms of outcome, a high rate of non-specialist referrals was still found. Contextual conditions, such as the clinic's position as a National Police health facility, also influenced referral patterns related to internal coordination. In conclusion, the high referral rate at the Mataram Police Department's Primary Clinic in 2024 was due to limited physical resources (structure) and high patient demand (process). It is recommended that primary healthcare facility standards be met and patient education on the tiered referral system strengthened to reduce referral rates
Keywords:
BPJS Health Referral Ratio Primary Clinic PoliceReferences
Aarthun, A., Øymar, K., & Akerjordet, K. (2019). Health Professionals’ Involvement of Parents in Decision-Making in Interprofessional Practice at the Hospital. Journal of Interprofessional Care, 34(3), 297–306. https://doi.org/10.1080/13561820.2019.1632816
Ameyaw, E. K., Amoah, R. M., Njue, C., Tran, N. T., & Dawson, A. (2022). Audit of Documentation Accompanying Referred Maternity Cases to a Referral Hospital in Northern Ghana: A Mixed-Methods Study. BMC Health Services Research, 22(1). https://doi.org/10.1186/s12913-022-07760-6
Anfal, A. (2020). Pengaruh Kualitas Pelayanan Dan Citra Rumah Sakit Terhadap Tingkat Kepuasan Pasien Rawat Inap Rumah Sakit Umum Sundari Medan Tahun 2018. Excellent Midwifery Journal, 3(2), 1–19. https://doi.org/10.55541/emj.v3i2.130
Azamar-Alonso, A., Costa, A. P., Huebner, L.-A., & Tarride, J. (2019). ≪p>Electronic Referral Systems in Health Care: A Scoping Review</P> Clinicoeconomics and Outcomes Research, Volume 11, 325–333. https://doi.org/10.2147/ceor.s195597
Bogaart, E. H. A. van den, Spreeuwenberg, M. D., Kroese, M., Boogaart, M. W. van den, Boymans, T. A. E. J., & Ruwaard, D. (2020). Referral Decisions and Its Predictors Related to Orthopaedic Care. A Retrospective Study in a Novel Primary Care Setting. Plos One, 15(1), e0227863. https://doi.org/10.1371/journal.pone.0227863
BPJS Kota Mataram. (2024). Laporan Tahunan.
Chair, U. (2020). Pengaruh Budaya Organisasi Dan Kepemimpinan Terhadap Kualitas Pelayanan Mahasiswa (Studi Pada Universitas Muslim Maros). Akmen Jurnal Ilmiah, 17(2), 281–290. https://doi.org/10.37476/akmen.v17i2.877
Conlon, C., Nicholson, E., Rodríguez‐Martín, B., O’Donovan, R., Brún, A. D., McDonnell, T., Bury, G., & McAuliffe, É. (2020). Factors Influencing General Practitioners Decisions to Refer Paediatric Patients to the Emergency Department: A Systematic Review and Narrative Synthesis. BMC Family Practice, 21(1). https://doi.org/10.1186/s12875-020-01277-9
Dionne‐Odom, J. N., Ejem, D., Wells, R., Barnato, A. E., Taylor, R. A., Rocque, G. B., Turkman, Y., Kenny, M., Ivankova, N. V, Bakitas, M., & Martin, M. Y. (2019). How Family Caregivers of Persons With Advanced Cancer Assist With Upstream Healthcare Decision-Making: A Qualitative Study. Plos One, 14(3), e0212967. https://doi.org/10.1371/journal.pone.0212967
Ermawailis, E., Nisak, M. F., Mainiati, M., & Murniyenti, M. (2023). Faktor- Faktor Yang Berhubungan Dengan Keterlambatan Ibu Hamil Dengan Covid-19 Mencapai Fasilitas Rumah Sakit Rujukan Di RSUP Dr. M. Djamil Padang. Jik Jurnal Ilmu Kesehatan, 7(1), 199. https://doi.org/10.33757/jik.v7i1.655
Fajri, N., Yusni, Y., Usman, S., Syahputra, I., & Nurjannah, N. (2020). Analisis Kebutuhan Tenaga Keperawatan Berbasis Beban Kerja Dengan Metode Workload Indicator Staff Need (Wisn) Di Instalasi Gawat Darurat (Igd) Rumah Sakit Ibu Dan Anak Provinsi Aceh. Jurnal Kesehatan, 13(2). https://doi.org/10.24252/kesehatan.v13i2.16304
Fehrenbacher, C., Schoeny, M., Reed, M., Shattell, M., & Breitenstein, S. M. (2020). Referral to Digital Parent Training in Primary Care: Facilitators and Barriers. Clinical Practice in Pediatric Psychology, 8(3), 268–277. https://doi.org/10.1037/cpp0000367
Gusmawan, F., Haryadi, H., & Sutrisna, E. (2020). Pengaruh Kualitas Pelayanan Dan Karakteristik Sosiodemografi Terhadap Minat Kunjungan Ulang Yang Dimoderasi Oleh Kepuasan Pasien Pada Pelayanan Rawat Jalan Puskesmas Kedungbanteng Kabupaten Banyumas. Jurnal Ekonomi Bisnis Dan Akuntansi, 21(4). https://doi.org/10.32424/jeba.v21i4.1544
Hairuna, P. (2022). Analisis Pelaksanaan Rujukan Pasien Peserta Jaminan Kesehatan Nasional Di Puskesmas Mandala. In myjurnal.poltekkes-kdi.ac.id (Vol. 17, Issue 2). Mei-Agustus. https://doi.org/10.36990/hijp.v17i2.1708
Hamid, N., Maksar, M. S., Makmur, M. R., & Thahir, A. N. M. (2024). Mengukur Customer Satisfaction Pasien BPJS Kesehatan Di Rumah Sakit Pemerintah. Jurnal Ilmiah Manajemen Ekonomi & Akuntansi (Mea), 8(1), 1710–1724. https://doi.org/10.31955/mea.v8i1.3895
Handayani, P. W., Saladdin, I. R., Pinem, A. A., Azzahro, F., Hidayanto, A. N., & Ayuningtyas, D. (2018). Health Referral System User Acceptance Model in Indonesia. Heliyon, 4(12), e01048. https://doi.org/10.1016/j.heliyon.2018.e01048
Hidayat, D., & Bachtiar, A. (2024). Analisis Manajemen Kendali Biaya Pelayanan Rawat Inap Pasien BPJS Kesehatan. Syntax Idea, 6(4), 1973–1982. https://doi.org/10.46799/syntax-idea.v6i4.3259
Husen, M. A. T., Andry, A., & Hilmy, R. (2022). Analisis Pengaruh Keputusan Berobat Dalam Memediasi Kunjungan Pasien: Studi SEM Analisis. Jurnal Syntax Admiration, 3(3), 445–459. https://doi.org/10.46799/jhs.v3i3.453
Ilyas, A., Budijanto, H. A., Setiawan, T. A., & Jumiati, E. (2020). Sistem Informasi Geografis (Sig) Rumah Sakit Dan Puskesmas Di Kabupaten Batang. Ristek Jurnal Riset Inovasi Dan Teknologi Kabupaten Batang, 4(2), 44–48. https://doi.org/10.55686/ristek.v4i2.79
Jatmika, D., Suprayitno, E., & Adha, S. (2024). Pengaruh Ketersediaan Sumber Daya, Kepuasan Kerja Perawat, Dan Kualitas Perawatan Terhadap Tingkat Kesembuhan Pasien Di Jawa Timur. Jurnal Multidisiplin West Science, 3(04), 539–547. https://doi.org/10.58812/jmws.v3i04.1137
Kementerian Kesehatan RI. (2020). Petunjuk Teknis Sistem Rujukan Pelayanan Kesehatan Perorangan Dalam Program Jaminan Kesehatan Nasional (JKN). Direktorat Jenderal Pelayanan Kesehatan.
Kissinger, Y. E., & Wulandari, C. I. (2023). Analisis Beban Kerja Perawat Pelaksana Dalam Mengevaluasi Kebutuhan Tenaga Perawat Di RS X : Literature Review. Media Publikasi Promosi Kesehatan Indonesia (Mppki), 6(10), 1914–1926. https://doi.org/10.56338/mppki.v6i10.3851
Klingemann, J., Świtaj, P., Lasalvia, A., & Priebe, S. (2021). Behind the Screen of Voluntary Psychiatric Hospital Admissions: A Qualitative Exploration of Treatment Pressures and Informal Coercion in Experiences of Patients in Italy, Poland and the United Kingdom. International Journal of Social Psychiatry, 68(2), 457–464. https://doi.org/10.1177/00207640211003942
Klinik Pratama Polresta Mataram. (2024). Laporan Tahunan Klinik Pratama Polresta Mataram Tahun 2024.
Manurung, G., Kuswati, K., & Ginting, A. S. B. (2023). Hubungan Pengetahuan, Dukungan Istri, Dan Peran Tenaga Kesehatan Dengan Keikutsertaan Pria Sebagai Akseptor Kb Di Wilayah Kerja PKM Jatiwarna Kota Bekasi Tahun 2022. Sentri Jurnal Riset Ilmiah, 2(4), 962–977. https://doi.org/10.55681/sentri.v2i4.694
Mohi, A., Fione, V. R., & Karamoy, Y. (2019). Gambaran Pasien Rujukan BPJS Rawat Jalan Di Poli Gigi Rumah Sakit Aloe Saboe Kota Gorontalo Tahun 2017 Dan 2018. Jigim (Jurnal Ilmiah Gigi Dan Mulut), 2(2), 58–65. https://doi.org/10.47718/jgm.v2i2.1417
Nguyen, Q. H., Ming, D., Luu, A. P., Chanh, H. Q., Tam, D. T. H., Truong, N. T., Huy, V. X., Hernandez, B., Nuil, J. I. V, Paton, C., Georgiou, P., Nguyen, N. M., Holmes, A., Tho, P. V, & Yacoub, S. (2023). Mapping Patient Pathways and Understanding Clinical Decision-Making in Dengue Management to Inform the Development of Digital Health Tools. BMC Medical Informatics and Decision Making, 23(1). https://doi.org/10.1186/s12911-023-02116-4
Ningsih, U. Y., Oktami, R., Fidorova, Y., & Gurning, F. P. (2023). Analisis Pelaksanaan Sistem Rujukan Persalinan Peserta Badan Penyelenggara Jaminan Sosial (Bpjs) Kesehatan Di Puskesmas Tanjung Langkat. Jurnal Kesmas Prima Indonesia, 7(2), 36–40.
Nurlinawati, I., Rosita, R., & Werni, S. (2019). Gambaran Faktor Penyebab Rujukan Di Puskesmas Kota Depok. Buletin Penelitian Sistem Kesehatan, 22(3). https://doi.org/10.22435/hsr.v22i3.512
Nurul, S. N. K., Anggi Napida Anggraini, & Nella Tri Surya. (2024). Analisis Implementasi Sistem Rujukan Online BPJS Kesehatan Pada Puskesmas Nusukan Surakarta. Jurnal Riset Sains Dan Kesehatan Indonesia, 1(3), 109–116. https://doi.org/10.69930/jrski.v1i3.110
Oosting, R. M., Wauben, L., Groen, R. S., & Dankelman, J. (2018). Equipment for Essential Surgical Care in 9 Countries Across Africa: Availability, Barriers and Need for Novel Design. Health and Technology, 9(3), 269–275. https://doi.org/10.1007/s12553-018-0275-x
Pillay, I., & Mahomed, O. (2019). Prevalence and Determinants of Self Referrals to a District-Regional Hospital in KwaZulu Natal, South Africa: A Cross-Sectional Study. Pan African Medical Journal, 33. https://doi.org/10.11604/pamj.2019.33.4.16963
Piotrowski, K. (2019). Perfectionism and Identity Processes in Two Domains: Mediational Roles of Worry, Rumination, Indecisiveness, Shame, and Guilt. Frontiers in Psychology, 10(1), 1–11. https://doi.org/10.3389/fpsyg.2019.01864
Riffin, C., Wolff, J. L., & Pillemer, K. (2020). Assessing and Addressing Family Caregivers’ Needs and Risks in Primary Care. Journal of the American Geriatrics Society, 69(2), 432–440. https://doi.org/10.1111/jgs.16945
Ripki, A., Indawati, L., Dewi, D. R., & Rumana, N. A. (2022). Tinjauan Rasio Rujukan Non Spesialistik Peserta BPJS di Puskesmas Kelurahan Pondok Bambu Periode 2021. Journal of Innovation Research and Knowledge, 1(10), 1393–1398.
Romadhona, N., Muhardi, M., & Kesumah, N. (2019). Kualitas Pelayanan Berpengaruh Terhadap Loyalitas Pasien Rumah Sakit. Jurnal Integrasi Kesehatan & Sains, 1(2), 114–120. https://doi.org/10.29313/jiks.v1i2.4621
Sari, P., Prasetio, A., Handayani, P., & Hidayanto, A. (2021). Information security cultural differences among health care facilities in Indonesia. Heliyon.
Sari, S., Suhada, Z., & Triagustini, T. (2023). Cost of Illness Pasien Gagal Ginjal Kronis Di Rumah Sakit Umum Daerah Arifin Achmad Provinsi Riau. Jurnal Ilmiah Farmasi, 19(2), 113–125. https://doi.org/10.20885/jif.vol19.iss2.art10
Schranz, A. L., Ryan, D. T., David, R., McNeill, G., & Killeen, R. P. (2024). Impact of Point-of-Care Clinical Decision Support on Referrer Behavior, Imaging Volume, Patient Radiation Dose Exposure, and Sustainability. Insights Into Imaging, 15(1). https://doi.org/10.1186/s13244-023-01567-7
Stefani, S. G. D., & Kosasih, K. (2024). Pengaruh Beban Kerja Terhadap Kesehatan Mental Dan Kinerja Di Instalasi Gizi. Journal Peqguruang Conference Series, 6(2), 536. https://doi.org/10.35329/jp.v6i2.5804
Sudiro, H., Rahayu, A., & Muniroh, L. (2021). Implementasi manajemen keselamatan pasien di rumah sakit: Studi kasus pelaporan insiden. Jurnal Kebijakan Kesehatan Indonesia, 10(3), 150–160.
Teklu, A. M., Litch, J. A., Tesfahun, A., Wolka, E., Tuamay, B. D., Gidey, H., Cheru, W. A., Senturia, K., Gezahegn, W., & Weldetsadik, E. P. E. I. R. C. G. T. H. S. J. A. K. K. A. K. G. L. J. R.-M. Y. T. A. T. A. K. U. A. Y. (2020). Referral systems for preterm, low birth weight, and sick newborns in Ethiopia: a qualitative assessment. BMC Pediatrics, 20, 1–12. https://doi.org/https://doi.org/10.1186/s12887-020-02311-6
Tembo, J., & Mambwe, P. (2024). Exploring Patient Referral Denial: A Case Study of One Health Facility in Chipata District- Zambia. International Journal of Research Publication and Reviews, 5(3), 3510–3512. https://doi.org/10.55248/gengpi.5.0324.0763
Yamamoto, K., Yonekura, Y., Hayama, J., Matsubara, T., Misumi, H., & Nakayama, K. (2021). Advance Care Planning for Intensive Care Patients During the Perioperative Period: A Qualitative Study. Sage Open Nursing, 7. https://doi.org/10.1177/23779608211038845
Yuliati, Y., & Joseph, K. I. (2022). The Effect of Triage on Occupational Health at the Kembangan Hospital During the Covid19 Pandemic. Jurnal Keperawatan Galuh, 4(2), 45. https://doi.org/10.25157/jkg.v4i2.8363
Yuzerizal, Y., Edward, E., & Indrawijaya, S. (2022). Pengaruh Sistem Informasi Manajemen Pelayanan Tenaga Kependidikan (Simpatik), Pengetahuan Prosedural Dan Budaya Organisasi Terhadap Kualitas Pelayanan Pegawai Di Sma, SMK Kabupaten Kerinci Dan Kota Sungai Penuh Dinas Pendidikan Provinsi Jambi. Jurnal Manajemen Pendidikan Dan Ilmu Sosial, 3(2), 1152–1164. https://doi.org/10.38035/jmpis.v3i2.1368
Zain, N. S., Ulya, N., Wasir, R., & Istanti, N. D. (2024). Memanfaatkan Data Untuk Meningkatkan Pengambilan Keputusan Berbasis Bukti Dalam Sistem Kesehatan Indonesia. Afiasi Jurnal Kesehatan Masyarakat, 9(1), 25–34. https://doi.org/10.31943/afiasi.v9i1.352
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