Manajemen Risiko Rantai Pasok Proaktif pada Bakery Skala Menengah: Integrasi SCOR–HOR dengan Validasi Inter-Rater Reliability
Proactive Supply Chain Risk Management in a Medium-Scale Bakery: A SCOR–HOR Integration with Inter-Rater Reliability Validation
DOI:
https://doi.org/10.25047/jofe.v5i2.7025Keywords:
Aggregate Risk Potential, Bakery skala menengah, House of Risk, Model SCOR, Rantai pasok proaktifAbstract
Penelitian ini bertujuan mengidentifikasi kejadian risiko dan agen risiko pada rantai pasok bakery skala menengah serta menetapkan prioritas strategi mitigasi yang paling efektif dan feasible. Studi kasus tunggal menggunakan kerangka Supply Chain Operations Reference (SCOR) untuk pemetaan proses rantai pasok dan metode House of Risk (HOR) Fase 1 dan Fase 2 untuk identifikasi serta pemrioritasan risiko secara proaktif. Prosedur inter-rater reliability (IRR) diterapkan melalui Cohen's Kappa (κ) dengan dua rater independen menilai severity kejadian risiko dan occurrence agen risiko untuk menjamin objektivitas penilaian. Hasil penelitian menunjukkan 18 kejadian risiko dan 18 agen risiko teridentifikasi pada seluruh proses rantai pasok. Nilai κ rata-rata sebesar 0,871 (Almost Perfect) mengkonfirmasi validitas penilaian. Berdasarkan analisis Pareto, 10 agen risiko prioritas menyumbang 80% dari total Aggregate Risk Potential (ARP), dengan ARP tertinggi pada A13 (kurangnya ketelitian pekerja, ARP = 2.023). HOR Fase 2 menghasilkan 10 strategi mitigasi dengan pembentukan divisi Quality Control sebagai prioritas tertinggi (ETD = 6.069). Penelitian ini menyimpulkan bahwa integrasi SCOR, HOR, dan validasi IRR berbasis Cohen's Kappa menghasilkan kerangka manajemen risiko rantai pasok proaktif yang lebih valid dan operasional bagi UMKM bakery, sekaligus mengisi celah metodologis pada studi HOR sebelumnya.
References
Affifah, L., Adjie, S., & Farida, U. (2021). Analisis dan Perbaikan Manajemen Risiko Pada Rantai Pasok Produk Tepung Tapioka PT. Budi Starch & Sweetener, Tbk Ponorogo dengan Menggunakan Metode House Of Risk (HOR). ISOQUANT : Jurnal Ekonomi, Manajemen Dan Akuntansi, 5(1), 92. https://doi.org/10.24269/iso.v5i1.657
Afifa, Y. N., & Santoso, I. (2022). Proactive risk mitigation strategies and building strategic resilience in the foodsupply chain: A review. Food Research, 6(2), 9–17. https://doi.org/10.26656/fr.2017.6(2).257
Ali, M. H., Suleiman, N., Khalid, N., Tan, K. H., Tseng, M.-L., & Kumar, M. (2021). Supply chain resilience reactive strategies for food SMEs in coping to COVID-19 crisis. Trends in Food Science & Technology, 109, 94–102. https://doi.org/10.1016/j.tifs.2021.01.021
Alkiayat, M. (2021). A Practical Guide to Creating a Pareto Chart as a Quality Improvement Tool. Global Journal on Quality and Safety in Healthcare, 4(2), 83–84. https://doi.org/10.36401/JQSH-21-X1
Arifudin, O., Wahrudin, U., & Rusmana, F. D. (2020). MANAJEMEN RISIKO. Penerbit Widina.
Bukhovets, V., Shkurina, D., & Demina, T. (2022). Quality and safety management at bakeries. In N. A. Shyurova & O. V. Tkachenko (Eds.), BIO Web of Conferences (Vol. 43, p. 03023). Saratov. https://doi.org/10.1051/bioconf/20224303023
Ghozali, M. B., Hidayat, H., & Negoro, Y. P. (2024). Analisis Risiko Pada Proses Produksi Dengan Menerapkan Metode House of Risk, AHP dan Pendekatan SCOR Pada PT XYZ. G-Tech: Jurnal Teknologi Terapan, 8(4), 2365–2378. https://doi.org/10.70609/gtech.v8i4.5051
Hamali, S., Prihandoko, D., Kurniawan, S., & Ramdhani, R. (2020). The effects of supply chain information integration on organizational performance in food small industry. Management Science Letters, 695–702. https://doi.org/10.5267/j.msl.2019.9.009
Hendrasty, H. K., & Santoso, U. (2024). ALL ABOUT BAKERY , Semua yang Harus Kamu Tahu tentang Bakery. Penerbit Andi.
Kamath, N., & Saurav, S. (Eds.). (2016). Handbook of Research on Strategic Supply Chain Management in the Retail Industry: IGI Global. https://doi.org/10.4018/978-1-4666-9894-9
Koespratiwi, A. F., Rahayu, D. K., & Widada, H. D. (2021). Analisis Strategi Mitigasi Risiko Pada Usaha Pembuatan Roti. MATRIK, 21(2), 111. https://doi.org/10.30587/matrik.v21i2.1483
Kurniawan, S., Marzuky, D., Ryanto, R., & Agustine, V. (2021). Risk and Supply Chain Mitigation Analysis Using House of Risk Method and Analytical Network Process (A Case Study on Palm Oil Company). The Winners, 22(2). https://doi.org/10.21512/tw.v22i2.7056
Lavastre, O., Gunasekaran, A., & Spalanzani, A. (2012). Supply chain risk management in French companies. Decision Support Systems, 52(4), 828–838. https://doi.org/10.1016/j.dss.2011.11.017
Mansur, A., & Zaizafuun Arasti, M. (2021). Risk Mitigation Strategy in Perishable Product Supply Chains. Proceedings of the International Conference on Industrial Engineering and Operations Management. Presented at the 11th Annual International Conference on Industrial Engineering and Operations Management. Singapore, Singapore: IEOM Society International. https://doi.org/10.46254/AN11.20211118
McHugh, M. L. (2012). Interrater reliability: The kappa statistic. Biochemia Medica, 276–282. https://doi.org/10.11613/BM.2012.031
Medeiros, E. D. D., Vaz, C. R., & Chaves, G. D. L. D. (2025). Risks in food supply chains and strategies to mitigate them: A systematic literature review. Production, 35, e20250045. https://doi.org/10.1590/0103-6513.20250045
Nyoman Pujawan, I., & 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
Romanto, F., Handoko, F., & Kiswandono. (2022). Metode Supply Chain Operation Reference (SCOR) Sebagai Analisis Kinerja Manajemen Rantai Pasok di Pabrik Gula Pandjie. Jurnal Valtech, 5(1), 107–113. https://doi.org/10.36040/valtech.v5i1.4628
Sodhi, M. S., Son, B., & Tang, C. S. (2012). Researchers’ Perspectives on Supply Chain Risk Management. Production and Operations Management, 21(1), 1–13. https://doi.org/10.1111/j.1937-5956.2011.01251.x
Sukendar, I., Bernadhi, B. D., & Basri, B. (2022). Analysis of Supply Chain Risks using Supply Chain Operation Reference (SCOR) House of Risk (HOR) And Fuzzy Analytical Network Process (FANP) Method. International Journal for Quality Research, 16(1), 217–230. https://doi.org/10.24874/IJQR16.01-15
Sumantika, A., Susanti, E., & Tarigan, E. P. L. (2022). Analisis Rantai Pasok Berbasis Supply Chain Operation Reference (Scor) Pada Usaha Tahu Kota Batam. Jurnal Inovasi Penelitian, 3(1), 4265–4272. https://doi.org/10.47492/jip.v3i1.1631
Tang, C. S. (2006). Perspectives in supply chain risk management. International Journal of Production Economics, 103(2), 451–488. https://doi.org/10.1016/j.ijpe.2005.12.006
Wahyudin, N. E., & Santoso, I. (2016). Modelling of Risk Management for Product Development of Yogurt Drink Using House of Risk (HOR) Method. The Asian Journal of Technology Management, 9(2), 98–108. https://doi.org/10.12695/ajtm.2016.9.2.4
Wicaksono, T., & Illés, C. B. (2022). From resilience to satisfaction: Defining supply chain solutions for agri-food SMEs through quality approach. PLOS ONE, 17(2), e0263393. https://doi.org/10.1371/journal.pone.0263393
Xue, Y., Yan, J., Mohsin, M., & Mehak, A. (2025). Supply chain risks in agri-food systems: A comprehensive review of economic vulnerabilities and mitigation approaches. Frontiers in Sustainable Food Systems, 9, 1649834. https://doi.org/10.3389/fsufs.2025.1649834
Yin, R. K. (2009). Case Study Research: Design and Methods. SAGE.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Muhammad Arwani, Risma Ayu Andira, Shinta Widyaningtyas, Syifa’ Robbani

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.






