Analysis of Bed Efficiency Indicators Based on the Barber Johnson Graph at Dr. Saiful Anwar General Hospital, East Java, 2022–2024
DOI:
https://doi.org/10.56727/bsm.v10i2.154Keywords:
Barber Johnson chart, BOR, LOS, TOI, BTOAbstract
The efficiency of bed utilization is one of the key indicators in assessing the quality of inpatient services in hospitals. This study aims to analyze bed efficiency indicators at Dr. Saiful Anwar General Hospital, East Java, for the period 2022–2024 using the Barber Johnson chart approach. The research design applied was descriptive retrospective, utilizing secondary data from the daily inpatient census. The analysis focused on four main indicators: Bed Occupancy Rate (BOR), Length of Stay (LOS), Turn Over Interval (TOI), and Bed Turn Over (BTO). The results showed that BOR during 2022–2024 remained below the efficiency standard of 75–85%, with values of 58.5%, 66.9%, and 66.2%, respectively. LOS was within the efficiency range of 3–12 days, with values of 6.0 days (2022), 5.4 days (2023), and 5.3 days (2024). TOI in 2022 was inefficient at 4.2 days but improved in 2023 and 2024 to 2.7 days and 2.8 days. BTO was efficient throughout the study period, with values of 36.1 times (2022), 45.3 times (2023), and 45.7 times (2024). The Barber Johnson chart indicated that bed utilization remained outside the efficiency zone, although improvements were observed in 2023 before declining again in 2024 due to a decrease in BOR. The study concludes that bed utilization efficiency at Dr. Saiful Anwar General Hospital has not yet been fully achieved.
Downloads
References
Athirah, Z., Kholili, U., Maimun, N., Trisna, W. V., & Hasanah, S. (2024). Tinjauan Efisiensi Penggunaan Tempat Tidur Ruang Rawat Inap Berdasarkan Grafik Barber Jhonson Di Rumah Sakit Umum Daerah Petala Bumi Provinsi Riau Tahun 2018 – 2020. Jurnal Rekam Medis (Medical Record Journal), 3(1), 30–45.
Defiyanti, S. P., Setiatin, S., & Susanto, A. (2021). Analisis Trend dan Grafik Barber Johnson Pada Efisiensi Tempat Tidur di Rumah Sakit X Kota Bandung. Jurnal Ilmiah Perekam Dan Informasi Kesehatan Imelda (JIPIKI), 6(2), 119–130. https://doi.org/10.52943/jipiki.v6i2.576
Fahnuriza, A. T., Seha, H. N., & Pradnyantara, I. G. A. N. P. (2022). Analisis Efisiensi Pelayanan Rawat Inap Sebelum dan Selama Pandemi Covid-19 Berdasarkan Grafik Barber Johnson Di RS PKU Muhammadiyah Nanggulan. Jurnal Manajemen Informasi Kesehatan Indonesia, 10(1), 63. https://doi.org/10.33560/jmiki.v10i1.389
Fatkhurohman, M. F., Dewi, D. R., Indrawati, L., & Putra, D. H. (2025). Analisis Efisiensi Penggunaan Tempat Tidur Ruang Rawat Inap Berdasarkan Grafik Barber Johnson di Rumah Sakit Islam Jakarta Sukapura Tahun 2024. Journal of Artificial Intelligence and Digital Business (RIGGS), 4(3), 2298–2307.
Ferdianto, A., & Rizaldy, I. (2023). Efisiensi Penggunaan Tempat Tidur di Unit Rawat Inap Berdasarkan Grafik Barber Johnson di RSU Anna Medika Madura. Jurnal Keperawatan Muhammadiyah, Edisi Khus, 93–101. https://doi.org/10.30651/jkm.v0i0.17881
Fitriani, Z., Susanti, F. A., & Hardiana, H. (2024). Efisiensi Pengelolaan Tempat Tidur Instalasi Rawat Inap Menggunakan Grafik Barber Johnson di Rumah Sakit X Tahun 2023. Jurnal Manajemen Informasi Dan Administrasi Kesehatan (JMIAK), 7(1), 10–17. https://doi.org/10.32585/jmiak.v7i1.5058
Hamdollahzadeh, A., Nabilou, B., & Yusefzadeh, H. (2024). Efficiency Of Hospitals In COVID-19 Era: A Case Study of An Affected Country. Cost Effectiveness and Resource Allocation, 22(50), 1–7. https://doi.org/10.1186/s12962-024-00549-w
Pratama, B. A. (2022). Statistik Fasilitas Pelayanan Kesehatan. K-Media.
Pratama, B. A. (2023). Trend Mortalitas dengan Indikator Gross Death Rate dan Net Death Rate Per Tahun di Rumah Sakit PKU Muhammadiyah Surakarta Tahun 2017-2021. Indonesian Journal on Medical Science, 10(1), 94–101. https://doi.org/10.55181/ijms.v10i1.411
Pratama, B. A. (2025). Analisis Time Series Efisiensi Penggunaan Tempat Tidur Berdasarkan Grafik Barber Johnson di Rumah Sakit Umum Daerah Waras Wiris Kabupaten Boyolali Tahun 2019-2023. Jurnal Ilmu Kesehatan Bhakti Setya Medika, 10(1), 13–20. https://doi.org/10.56727/bsm.v10i1.130
Putri, C. A., Indarwati, & Arini, L. D. D. (2024). Studi Optimalisasi Penggunaan Tempat Tidur Di RS Surakarta Tahun 2023. INFOKES : Jurnal Ilmiah Rekam Medis Dan Informatika Kesehatan, 14(2), 117–125.
Rachman, M. A., Ratnasari Al-Rachmah, D., & Anggryani, F. (2023). Analisis Laporan Grafik Barber Johnson Dalam Menunjang Pelaporan Yang Efektif Dan Efisien Di Rsud Kanjuruhan Kabupaten Malang. JRMIK: Jurnal Rekam Medis Dan Informasi Kesehatan, 4(1), 1–9. https://doi.org/10.58535/jrmik.v4i1.48
Ramadhan, A., Widiyanto, W. W., & Sunandar, A. (2022). Analisis Efisiensi Pelayanan Rawat Inap Setiap Bangsal Di Rumah Sakit Jiwa Daerah dr. Arif Zainudin Surakarta Tahun 2021. Journal Health Information Management Indonesian (JHIMI), 1(3), 63–70. https://doi.org/10.46808/jhimi.v3i1.63
Rizaldy, M. N. I., Maulana, R., & Herfiyanti, L. (2021). Implementasi Grafik Barber Johnson Pada Aplikasi Microsoft Excel Di Rsud Cililin. Jurnal Kesehatan Tambusai, 2(3), 50–56. https://doi.org/10.31004/jkt.v2i3.1947
Seo, H., Ahn, I., Gwon, H., Kang, H., Kim, Y., Choi, H., Kim, M., Han, J., Kee, G., Park, S., Ko, S., Jung, H. J., Kim, B., Oh, J., Jun, T. J., & Kim, Y. H. (2024). Forecasting Hospital Room and Ward Occupancy Using Static and Dynamic Information Concurrently: Retrospective Single-Center Cohort Study. JMIR Medical Informatics, 12(e53400), 1–20. https://doi.org/10.2196/53400
Sukawan, A., & Putri, C. C. (2024). Efisiensi Penggunaan Tempat Tidur Ruang Rawat Inap Berdasarkan Grafik Barber Johnson Guna Meningkatkan Mutu Pelayanan Rumah Sakit. Jurnal Penelitian Kesehatan Suara Forikes, 15(1), 117–120.
Talebpour, A., Bazargani, H. S., Janati, A., Pashazadeh, F., & Gholizadeh, M. (2025). Crucial Key Performance Indicators for Hospital Evaluation: A Scoping Review. Journal of Education and Health Promotion, 14(May), 1–13. https://doi.org/10.4103/jehp.jehp
Wariyanti, A. S., & Harjanti. (2023). Efisiensi Penggunaan Tempat Tidur Menggunakan Grafik Baber Johnson Di Masa Pandemi Covid 19. Jurnal Rekam Medis Dan Informasi Kesehatan Indonesia, 2(2), 60–66. https://doi.org/10.62951/jurmiki.v2i2.37
Downloads
Published
Issue
Section
License
Copyright (c) 2025 Jurnal Ilmu Kesehatan Bhakti Setya Medika

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Hak cipta artikel dimiliki oleh Jurnal Ilmu Kesehatan Bhakti Setya Medika.
