Articles
Ester Novita Sari, Toguy Abella Br Sirait, Anita Christine Sembiring
Ester Novita Sari: Universitas Prima Indonesia ROR iD
Toguy Abella Br Sirait: Universitas Prima Indonesia ROR iD
Anita Christine Sembiring: Universitas Prima Indonesia ROR iD
DOI: 10.58477/cj.v4i2.488 Published: 2026-08-30
4
Volume
2
Issue
2026
Year
32
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Abstract

Hospitals are essential healthcare institutions, making an efficient drug logistics system highly important. This study aimed to identify, analyze, and minimize activities that generated waste or did not provide added value in the pharmacy warehouse of RS. XYZ. Value Stream Mapping was employed to map the actual operational flow and produce a Current Value Stream Map, while Process Activity Mapping was used to classify activities into Value-Added, Non-Value-Added, and Necessary Non-Value-Added categories. Direct observation identified two dominant types of waste, namely Defect and Delay/Waiting, whose root causes were determined through Root Cause Analysis using the 5 Why method and Fishbone Diagram. Several improvement proposals were then developed, including routine Standard Operating Procedure training and additional staff, and illustrated in a Future Value Stream Map representing the improved process flow. Process Cycle Efficiency increased from 2.2% in the Current Value Stream Map to 57.5% in the Future Value Stream Map, an improvement of 55.3%, indicating that the implementation of Value Stream Mapping and Root Cause Analysis effectively reduced waste and improved the efficiency of the drug logistics system in the pharmacy warehouse.

How to Cite

How to Cite

Sari, E. N., Sirait, T. A. B., & Sembiring, A. C. (2026). Peningkatan Akurasi Stok Obat melalui Evaluasi Sistem Logistik Menggunakan Root Cause Analysis dan Value Stream Mapping di Rumah Sakit XYZ. Computer Journal, 4(2), 102-112. https://doi.org/10.58477/cj.v4i2.488
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Issue Information
Volume4
Issue2
Year2026
Published2026-08-30
Pages102-112
SectionArticles
License

This work is licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Ester Novita Sari
Universitas Prima Indonesia ROR iD

Program Studi Teknik Industri, Fakultas Sains dan Teknologi, Universitas Prima Indonesia, Kota Medan, Provinsi Sumatera Utara, Indonesia

Toguy Abella Br Sirait
Universitas Prima Indonesia ROR iD

Program Studi Teknik Industri, Fakultas Sains dan Teknologi, Universitas Prima Indonesia, Kota Medan, Provinsi Sumatera Utara, Indonesia

Anita Christine Sembiring
Universitas Prima Indonesia ROR iD

Program Studi Teknik Industri, Fakultas Sains dan Teknologi, Universitas Prima Indonesia, Kota Medan, Provinsi Sumatera Utara, Indonesia

Article TitlePeningkatan Akurasi Stok Obat melalui Evaluasi Sistem Logistik Menggunakan Root Cause Analysis dan Value Stream Mapping di Rumah Sakit XYZ
DOI10.58477/cj.v4i2.488
Publication Date2026-08-30
JournalComputer Journal
Volume4
Issue2
Pages102-112
SectionArticles
Andriani, D., Darmawan, C., & Rinawati, R. (2026). Evaluasi manajemen logistik obat di Instalasi Farmasi Rumah Sakit Umum Daerah Kabupaten Sorong. Jurnal Pengabdian Nasional (JPN) Indonesia, 7(1), 250–263. https://doi.org/10.63447/jpni.v7i1.1679
Archie, B. G., & Azzahra, F. (2025). Analisis kinerja pergudangan pada East Distribution Center (EDC) dengan pendekatan lean warehousing menggunakan metode Value Stream Mapping (VSM) dan 5 Whys Analysis untuk meminimasi waste (Studi Kasus: PT. XYZ). Industrial Engineering Online Journal, 14(4).
Baskoro, I. (2025). Implementasi lean manufacturing guna meminimasi waste dan meningkatkan efisiensi produksi di UKM Nusa Tahu Tempe [Disertasi doktoral, Universitas Medan Area].
Dzulkifli, F., & Ernawati, D. (2021). Analisa penerapan lean warehousing serta 5S pada pergudangan PT. SIER untuk meminimasi pemborosan. JUMINTEN, 2(3), 35–46.
Fadilah, M. F., & Wibero, R. (2024). Rancangan lean manufacturing untuk mengurangi pemborosan pada proses pembuatan sepatu dengan pendekatan metode Value Stream Mapping (VSM) dan Root Cause Analysis (RCA) di home industry sepatu. Jurnal Greenation Ilmu Teknik, 2(1), 16–25.
Fallahnezhad, M., Langarizadeh, M., & Vahabzadeh, A. (2024). Key performance indicators of hospital supply chain: a systematic review. BMC Health Services Research, 24(1), 1610. https://doi.org/10.1186/s12913-024-11954-5
Irawan, M. A., & Pulansari, F. (2024). Analisis pengendalian kualitas produksi kaleng PT XYZ dengan menggunakan metode RCA (root cause analysis). Jurnal Teknik Mesin, Industri, Elektro Dan Informatika, 3(1), 260-271. https://doi.org/10.55606/jtmei.v3i1.3311.
Lubis, R., & Sinaga, P. (2023). Penggunaan VSM dalam meningkatkan efisiensi alur distribusi obat di rumah sakit umum daerah. Jurnal Sistem Industri dan Layanan Kesehatan, 7(3), 122–136.
Lumbantoruan, P., & Situmorang, J. (2025). Evaluasi waste di gudang farmasi rumah sakit menggunakan Value Stream Mapping. Jurnal Teknik Industri Terapan Kesehatan, 4(1), 18–30.
Nabila, S. P., & Sumiati, S. (2025). Warehousing Process Flow Analysis Using Lean Warehousing Approach For Waste Minimization At PT XYZ. ITEJ (Information Technology Engineering Journals), 10(1), 39-53. https://doi.org/10.24235/itej.v10i1.230.
Noviyana, N., Abdullah, M. H., Suwondo, A. J., & Riyanto, O. A. W. (2024). Penerapan lean manufacturing dengan metode Value Stream Mapping (VSM) untuk meningkatkan produktifitas (Studi Kasus: PT. XYZ). The Journal of System Engineering and Technological Innovation, 3(1), 215–230. https://doi.org/10.38156/jisti.v3i01.74
Pardosi, M. F., Puspita, R., & Pasaribu, M. F. (2023). Penerapan lean manufacturing dengan menggunakan Value Stream Mapping untuk mengidentifikasi dan mengurangi waste di gudang PT Manhattan. IRA Jurnal Teknik Mesin dan Aplikasinya (IRAJTMA), 2(2), 63–68.
Pratama, R. A., & Al Faritsy, A. Z. (2024). Optimalisasi Proses Produksi Briket dengan Metode Lean Manufacturing:(Studi Kasus: CV Harico). Jurnal Teknologi dan Manajemen Industri Terapan, 3(2), 220-229. https://doi.org/10.55826/jtmit.v3i2.349.
Rahman, A. (2021, November). Penerapan lean manufacturing untuk meminimalkan waste dengan menggunakan metode VSM dan WAM pada PT XYZ. In Prosiding Seminar Nasional Penelitian LPPM UMJ. https://jurnal.umj.ac.id/index.php/semnaslit/article/view/10595
Rasshif, M. N., Wicaksono, P. A., & Hartini, S. (2023). Desain sustainable value stream mapping untuk evaluasi kinerja keberlanjutan perusahaan obat. Industrial Engineering Online Journal, 12(4), 1-9.
Riyadi, A. W., & Sitania, F. D. (2025). Aplikasi Konsep Lean Untuk Minimasi Waste Menggunakan Value Stream Mapping Pada Warehouse Spare Parts. Jurnal Teknologi dan Manajemen Industri Terapan, 4(3), 1664-1673. https://doi.org/10.55826/jtmit.v4i4.938.
Saputra, H., & Suryani, T. (2024). Penggunaan Value Stream Mapping dalam evaluasi proses logistik di industri manufaktur. Jurnal Teknik Industri Terapan, 9(3), 210–222.
Sitompul, M. A. (2024). Implementasi Metode Root Cause Analysis (RCA) untuk Mengendalikan Reject Produk NP Project di PT. XYZ. Journal of Manufacturing in Industrial Engineering & Technology, 3(2), 83-92. https://doi.org/10.30651/mine-tech.v3i2.24157.
Soleh, M., Kurniawan, A., Warso, W., & Khamdani, H. (2023). Analisis Value Stream Mapping (VSM) untuk Mengeliminasi Pemborosan pada Produksi Plywood. Proceedings Series on Physical & Formal Sciences, 6, 73-82. https://doi.org/10.30595/pspfs.v6i.856.
Sulung, U., & Muspawi, M. (2024). Memahami sumber data penelitian: Primer, sekunder, dan tersier. Edu Research, 5(3), 110-116. https://doi.org/10.47827/jer.v5i3.238.
Surya, A. I. A., & Sulistiyowati, W. (2024). Peningkatan Produktivitas Produksi Kaos Sablon Menggunakan Metode Lean Manufacturing Dan Kaizen. Jurnal Teknologi dan Manajemen Industri Terapan, 3(I), 1014-1023. https://doi.org/10.55826/jtmit.v4i3.1118.
Wibowo, S., & Handayani, T. (2023). Evaluasi akurasi stok obat menggunakan pendekatan teknik industri pada instalasi farmasi rumah sakit. Jurnal Teknik Industri Kesehatan, 1(2), 33–48.
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