Developing an early discharge planning model to optimize the length of stay of national health insurance patients: Evidence from Ari Canti Hospital, Bali, Indonesia
Keywords:
Early discharge planning, length of stay, Lean Healthcare, hospital efficiency, National Health InsuranceAbstract
Length of Stay (LOS) is a key performance indicator used to evaluate hospital efficiency and the quality of patient care, particularly for patients covered by Indonesia's National Health Insurance (Jaminan Kesehatan Nasional/JKN). However, discharge planning in many hospitals remains predominantly focused on the day of patient discharge, limiting its effectiveness in reducing unnecessary hospitalization and improving patient flow. This study aims to analyze the current implementation of discharge planning and develop an early discharge planning model to optimize the LOS of JKN patients at Ari Canti Hospital, Ubud, Bali. A qualitative research design was employed using observations, semi-structured interviews, and document reviews. Data were analyzed through triangulation to ensure the credibility and comprehensiveness of the findings. The results revealed several barriers to effective discharge planning, including delayed discharge preparation, inadequate interdisciplinary communication, fragmented care coordination, and the presence of non-value-added activities throughout the discharge process. The findings further indicate that implementing an early discharge planning model based on Lean Healthcare principles can improve multidisciplinary collaboration, streamline discharge processes, eliminate operational waste, and facilitate more efficient patient flow. By initiating discharge planning at the early stage of hospitalization, hospitals can better coordinate clinical and administrative activities, resulting in more timely patient discharge without compromising the quality of care. This study concludes that the proposed early discharge planning model has the potential to optimize LOS among JKN patients while enhancing hospital operational efficiency, service quality, and patient-centered care. The findings also provide practical guidance for hospitals seeking to improve discharge management through Lean Healthcare implementation.
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Adawiyah, R., Sutiawan, R., & Lianda, H. (2024). Evaluation of national health insurance (JKN) claims at Khidmat Sehat Afiat Hospital. Jurnal Publikasi Kesehatan Masyarakat Indonesia, 10(2), 123–131.
AlGhaithi, M., Alkalbani, A., AlMusharrafi, S., & Zribi, A. (2025). Optimizing early discharge planning in oncology: Improving health service using Lean Six Sigma methodologies. The Open Public Health Journal, 18, e18749445381578. https://doi.org/10.2174/0118749445381578250520113615
Cadel, L., Marshall, A., & Gleed, R. (2021). Initiatives for improving delayed discharge from a hospital: A scoping review. BMJ Open, 11(5). https://doi.org/10.1136/bmjopen-2020-044291
Cadel, L., Sandercock, J., Marcinow, M., Guilcher, S. J. T., & Kuluski, K. (2022). A qualitative study exploring hospital-based team dynamics in discharge planning for patients experiencing delayed care transitions in Ontario, Canada. BMC Health Services Research, 22, 1472. https://doi.org/10.1186/s12913-022-08807-4
Fitria, L., Dery, B. A., & Prassetiyo, H. (2019). Implementasi lean healthcare untuk mengidentifikasi dan meminimasi waste di instalasi rawat jalan RSAI Bandung. Spektrum Industri, 17(2), 111–121. https://doi.org/10.12928/si.v17i2.13921
Garcia, E., & Hass, Z. J. (2025). Characterizing pre-discharge interventions to reduce length of stay for older adults: A scoping review. PLOS ONE, 20(2), e0318233. https://doi.org/10.1371/journal.pone.0318233
Graban, M. (2020). Lean hospitals: Improving quality, patient safety, and employee engagement (3rd ed.). CRC Press.
Hammad, T., Arabi, Y. M., et al. (2024). Discharge optimization tool to decrease length of stay and improve throughput: A quasi-experimental study. Journal of Hospital Administration.
Hashbi, A., et al. (2025). Lean healthcare implementation to improve hospital efficiency: A systematic review. BMC Health Services Research, 25(1).
Hastuti, A. P., Nursalam, N., Kuspita, F. C., & Purwanti, L. E. (2023). Discharge planning to improve readiness transition care in inpatient cerebrovascular accident: A literature review. Journal of Nursing Practice, 6(2), 230–243. https://doi.org/10.30994/jnp.v6i2.327
Jannah, N., Sukartini, T., & Hidayat, A. A. A. (2019). Discharge planning model with approach of METHOD in improving patients’ readiness for discharge in hospitals. Indian Journal of Public Health Research and Development, 10(1), 288–292. https://doi.org/10.5958/0976-5506.2019.00057.3
Kim, S. K., Hwang, Y. S., Ock, M., & Jo, H. S. (2023). Development of items for transitional care service and outcome indicators of discharged patients for improvement in quality of care. Journal of Korean Medical Science, 38(32), e246. https://doi.org/10.3346/jkms.2023.38.e246
Kutz, A., et al. (2022). Association of interprofessional discharge planning using an electronic tool with length of stay. JAMA Network Open, 5(10), e2233667. https://doi.org/10.1001/jamanetworkopen.2022.33667
Moleong, L. J. (2006). Metodologi penelitian kualitatif (Edisi revisi). PT Remaja Rosdakarya.
Nurhaliza, P. A., Pandu, A., Adinda, M., Monica, U., Elvara, A., & Asmaripa. (2022). Systematic review of lean management: Hospital transformation for increasing operational efficiency and patient care. KESMAS UWIGAMA: Jurnal Kesehatan Masyarakat, 10(1). https://doi.org/10.24903/kujkm.v10i1.2763
Peimbert-García, R. E., Gutiérrez-Mendoza, L. M., & García-Reyes, H. (2021). Applying lean healthcare to improve the discharge process in a Mexican academic medical center. Sustainability, 13(19), 10911. https://doi.org/10.3390/su131910911
Pranoto, A. S., Kadarisman, S., & Asnar, E. S. M. (2023). The implementation of lean healthcare as an effort to improve the quality and patient satisfaction in outpatient services: A case study at Bontang Islamic Hospital. Jurnal Sehat Indonesia (JUSINDO), 2(1), 45–55.
Purwandhi. (2020). Teori Organisasi. PT.Refika. ed. Nurul Falah Atif. Bandung: PT.Refika Aditama.
Purwadhi, P., & Adriani, R. (2021). Manajemen Sumber Daya Manusia Pasca Revolusi Industri 4.0 . Bandung: Mujahid Press.
Purwadhi, Widjaja, Y. R., Windaswari, G. A. R., & Haliem, H. C. (2025). Evaluation of the implementation of the Blue Ocean Strategy in the development of hospital flagship services. Jurnal Ilmiah Manajemen dan Bisnis (JIMBI), 6(2), 243–250. https://doi.org/10.31289/jimbi.v6i2.6525
Ramadanis, N., Yuliza, W. T., & Gusrianti. (2024). Analisis pelaksanaan prosedur klaim rumah sakit pada badan penyelenggara jaminan sosial (BPJS) kesehatan kantor cabang X. JIK (Jurnal Ilmu Kesehatan), 8(2), 394–402. https://doi.org/10.33757/jik.v8i2.1168
Ratnawati, E., Pamungkas, G., Hartiningsih, S. S., Suparni, & Komalaningsih, S. (2022). Faktor-faktor yang menyebabkan perbedaan selisih klaim negatif tarif INA-CBGs dengan tarif riil pada pasien DBD rawat inap JKN di RSUD Soreang tahun 2022. Jurnal Kesehatan STIKes Dharma Husada Bandung.
Rofaida, et al. (2023). Analysis of structured discharge planning implementation for discharged inpatients: A multicenter study.
Rahayu, C. D., Purnamasari, I., & Alviana, F. (2024). Analysis of structured discharge planning implementation for discharged inpatients: A multicenter study. Healthcare in Low-resource Settings. https://doi.org/10.4081/hls.2024.13192
Rohendi, A., Kusnadi, D., & Kusumaningtyas, A. F. (2024). Analisis kepuasan pasien JKN dan non-JKN menggunakan Hospital Consumer Assessment Healthcare Providers and Systems (HCAHPS) di Rumah Sakit Pertamina Kabupaten Cilacap. Paradoks: Jurnal Ilmu Ekonomi, 7(4), 579–586.
Rohendi, A., Mulyani, K., & Wijaya, H. (2024). Pengaruh kepercayaan, kualitas pelayanan, dan kewajaran harga terhadap kepuasan pasien di Klinik S Tangerang Selatan. Innovative: Journal of Social Science Research, 4(1), 2446–2457.
Rohendi, A., Rahim, A. H., & Ariyanto, I. (2024). Pengaruh budaya kerja dan kepuasan kerja terhadap kualitas pelayanan medik. Innovative: Journal of Social Science Research, 4(1).
Rohendi, A., Widjaja, Y. R., & Chandra, R. D. (2023). Strategi manajemen membangun kualitas pelayanan menggunakan importance performance analysis (IPA), potential gain in customer value index (PGCV) dan SERVQUAL di RSUD Sultan Imanuddin Pangkalan Bun. Akselerasi: Jurnal Ilmiah Nasional, 5(2), 120–128.
Shiddieq, H. A., Soenaria, S. R., & Handoyo, S. (2025). Applying lean methodology to optimize patient flow in JKN outpatient services: Evidence from a cardiac hospital in Indonesia. International Journal of Science and Society, 7(2), 488–501. https://doi.org/10.54783/ijsoc.v7i2.1461
Subagyo, A., et al. (2019). Comparison of real cost versus the Indonesian Case Base Groups (INA-CBGs) rates: A review. Journal of Health Policy and Management.
Tipton, K., Leas, B. F., Mull, N. K., Siddique, S. M., Greysen, S. R., Lane-Fall, M. B., & Tsou, A. Y. (2021). Interventions to decrease hospital length of stay: A technical brief. Agency for Healthcare Research and Quality.
Tlapa, D., et al. (2020). Effects of lean healthcare on patient flow: A systematic review. Journal of Medical Systems, 44(6), 100. https://doi.org/10.1007/s10916-020-01520-x
Valentina, J., & Ayuningtyas, D. (2025). Analysis of the implementation of early discharge planning at a general hospital. Eduvest Journal of Hospital Management, 5(3). https://doi.org/10.59188/eduvest.v5i3.51017
Verma, A. A., et al. (2021). Perspectives on optimizing the hospital discharge process: A systematic review. Journal of Hospital Medicine, 16(10), 615–622. https://doi.org/10.12788/jhm.3668
Vijverberg, J., et al. (2023). Lean interventions in hospital care and their impact on patient flow: A systematic review. International Journal of Health Planning and Management, 38(5).
Widjaja, Y. R., Ginanjar, A. (2022). Pengaruh kepemimpinan dan motivasi kerja terhadap kinerja karyawan. Jurnal Sain Manajemen, 4(1), 47 – 56.
Widjaja, Y. R., Purwadhi, Maharani, D., & Putri, P. I. S. (2025). Lingkup teori organisasi pada pelayanan kesehatan. Jurnal Sosial dan Sains, 5(6), 1543–1552. https://doi.org/10.59188/jurnalsosains.v5i6.32263
Zhang, L., et al. (2025). Strategies to reduce hospital length of stay: Evidence and recommendations. Healthcare Management Review, 54(2), 1–12.
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