Analysis of Operational Supply Chain Performance and Risk of Port Fleet using SCOR and House of Risk (HOR) Models at PT Berkah Jaya

Authors

  • Haura Nurhaliza Politeknik Sinar Mas Berau Coal
  • Riska Kartika Sari Politeknik Sinar Mas Berau Coal
  • Okta Fitriana Politeknik Sinar Mas Berau Coal
  • Andini Reva Aprillia Politeknik Sinar Mas Berau Coal
  • Nuralyah Nuralyah Politeknik Sinar Mas Berau Coal

DOI:

https://doi.org/10.33197/jlscc.v5i1.3677

Keywords:

Port Fleet, Aggregate Risk Potential, House of Risk, Risk Mitigation, Supply Chain Operations Reference

Abstract

Port fleet operations play a crucial role in ensuring smooth logistics distribution, but are vulnerable to various risks that can disrupt supply chain performance. This study aims to analyze the performance and risks of PT Berkah Jaya's port fleet operations using an integration of the Supply Chain Operations Reference (SCOR) and House of Risk (HOR) models. The study employed a quantitative descriptive approach with data collection through observation, interviews, and documentation. The SCOR model was used to map business processes into five main processes: Plan, Source, Make, Deliver, and Return, while the HOR method was used to identify risk events and risk agents, prioritize risks based on the Aggregate Risk Potential (ARP) value, and formulate mitigation strategies through the Effectiveness to Difficulty Ratio (ETD). The results showed that PT Berkah Jaya's supply chain processes had been systematically mapped and successfully identified 27 risk events and 29 risk agents that could potentially disrupt operations. Pareto analysis showed that most potential risks stemmed from a number of priority risk agents, such as ship delays, fleet damage, document delays, and weather conditions. Recommended mitigation strategies include preventive maintenance, administrative digitization, operational scheduling optimization, improved coordination, and strengthened occupational safety implementation. The integration of SCOR and HOR has proven to be an effective approach to improving the performance and risk management of port fleet operational supply chains.

References

Asrory, F. F. (2023). Analisis Risiko Rantai Pasok Menggunakan Metode Supply Chain Operation Reference (SCOR) dan House of Risk (HOR) Pada PT Indo Pusaka Berau. Sebatik, 27(2), 535–545. https://doi.org/10.46984/sebatik.v27i2.2415

Defriyanti, A., & Ernawati, D. (2022). Analisis dan Mitigasi Risiko Pada Supply Chain dengan Pendekatan Metode House of Risk (HOR) di PT. XYZ. JUMINTEN, 2(6), 36–47. https://doi.org/10.33005/juminten.v2i6.351

Hadi, J. A., Febrianti, M. A., Yudhistira, G. A., & Qurtubi, Q. (2020). Identifikasi Risiko Rantai Pasok dengan Metode House of Risk (HOR). Performa: Media Ilmiah Teknik Industri, 19(2). https://doi.org/10.20961/performa.19.2.46388

Jiroyah, F., & Muflihah, N. (2022). Integrasi Model SCOR dan House of Risk untuk Menentukan Mitigasi Risiko Supply Chain Management pada Proses Produksi (Studi Kasus di CV Ar Rouf). Jurnal Industri & Teknologi Samawa, 3(2), 101–109.

Jüttner, U., Peck, H., & Christopher, M. (2003). Supply chain risk management: Outlining an agenda for future research. International Journal of Logistics Research and Applications, 6(4), 197–210. https://doi.org/10.1080/13675560310001627016

Liperda, R. I., & Salsabila, D. T. (2023). Analisis Risiko Dalam Proses Pengadaan Jasa Di Ru Iii Menggunakan Pendekatan House of Risk (HOR). INFOTECH Journal, 9(1), 270–278. https://doi.org/10.31949/infotech.v9i1.5494

Maharani, S. A., Sari, S., As’adi, M., & Saputro, A. P. (2022). Analisis Risiko Pada Proyek Konstruksi Perumahan Dengan Metode House of Risk (HOR) (Studi Kasus: Proyek Konstruksi Perumahan PT ABC). Journal of Integrated System, 5(1), 16–26. https://doi.org/10.28932/jis.v5i1.3996

Oktiarso, T., Ondang, I. N., & Noya, S. (2022). Analisis Manajemen Risiko di CV Ladang Management Menggunakan Model House of Risk (HOR). Jurnal Teknik Industri UMC, 2(2). https://doi.org/10.33479/jtiumc.v2i2.31

Pujawan, I. N., & Geraldin, L. H. (2009). House of risk: A model for proactive supply chain risk management. Business Process Management Journal, 15(6), 953–967. https://doi.org/10.1108/14637150911003801

Rahmawati, F., Asri, M., & Putra, A. I. A. (2025). Risk Mitigation on Damage and Maintenance of Industrial Engineering Building Facilities at University XYZ Using the House of Risk (HOR) Method. Jurnal Ilmiah Teknik Industri, 117–127. https://doi.org/10.23917/jiti.v24i01.8648

Revaldiwansyah, M. B., & Ernawati, D. (2021). Analisis Pengukuran Kinerja Supply Chain Management dengan Menggunakan Metode Supply Chain Operation Referance (SCOR) Berbasis ANP Dan OMAX (Studi Kasus pada PT. Karya Giri Palma). JUMINTEN, 2(3), 1–12. https://doi.org/10.33005/juminten.v2i3.266

Sumarsono, S., & Muflihah, N. (2021). The Effect of Logistical-Crossfunctional Drivers on the Competitive Strategy of the Supply Chain of SMEs: A Case Study. Jurnal Teknik Industri, 22(1), 85–97. https://doi.org/10.22219/JTIUMM.Vol22.No1.85-97

Suryaningrat, I. B., & Rosalia, P. A. (2022). Analisis Risiko Supply Chain Pada Pupuk Organik Kelompok Tani Tunas Harapan Menggunakan Metode HOR (House of Risk). Kurawal - Jurnal Teknologi, Informasi Dan Industri, 5(1), 45–56. https://doi.org/10.33479/kurawal.v5i1.550

Winursito, Y. C., Nugraha, I., Sari, R. N., Islami, M. C. P. A., & Dewi, S. (2022). Analisis Risiko Pada Rantai Pasok di PT X dengan Pendekatan House of Risk (HOR). JUMINTEN, 3(2), 37–48. https://doi.org/10.33005/juminten.v3i2.329

Yulianti, R. T., Bustami, A., Atiqoh, N., & Anjellah, R. (2018). Studi Komparasi Penerapan Manajemen Risiko Produk Pembiayaan di Lembaga Keuangan Mikro Syariah. JURNAL SYARIKAH: JURNAL EKONOMI ISLAM, 4(1). https://doi.org/10.30997/jsei.v4i1.1060

Zsidisin, G. A., & Ritchie, B. (2008). Supply chain risk: A handbook of assessment, management, and performance. Springer.

Published

2026-07-31

How to Cite

Nurhaliza, H., Sari, R. K., Fitriana, O., Aprillia, A. R., & Nuralyah, N. (2026). Analysis of Operational Supply Chain Performance and Risk of Port Fleet using SCOR and House of Risk (HOR) Models at PT Berkah Jaya. Jurnal Logic: Logistics & Supply Chain Center, 5(1), 43–59. https://doi.org/10.33197/jlscc.v5i1.3677

Similar Articles

<< < 1 2 

You may also start an advanced similarity search for this article.