Supply Chain Risk Mitigation Based on The Integration of House of Risk and MOORA
DOI:
https://doi.org/10.22219/JTIUMM.Vol25.No2.145-160Keywords:
House of Risk, MOORA, supply chain, Risk MitigationAbstract
Supply chains play a critical role in the operational success of organizations, impacting both costs and product quality. However, they are often exposed to various risks that can disrupt business processes. This research aims to identify supply chain risks and propose mitigation strategies using the House of Risk (HOR) and Multi-Objective Optimization on the Basis of Ratio Analysis (MOORA) methods. Through interviews, key issues were identified in a fiberglass company's supply chain, including raw material supply fluctuations, procurement cost variability, defective materials, inappropriate specifications, outdated technology, insufficient worker skills, and ambitious company targets. The novelty of this study lies in the application of MOORA, which introduces a correlation matrix for risk mitigation by considering both cost minimization and benefit maximization. The analysis identified 12 risk agents and 26 risk events, which were prioritized using HOR stage 2 with the MOORA method. The top preventive actions were ranked, providing actionable recommendations for companies to address supply chain risks more effectively. The findings of this research offer practical insights for companies in the fiberglass industry to enhance supply chain resilience by integrating cost and benefit considerations into their risk management strategies.
Downloads
References
X. Wang and S. M. Disney, "The Bullwhip Effect: Progress, Trends and Directions," European Journal of Operational Research, vol. 250, no. 3, pp. 691-701, 2016. https://doi.org/10.1016/j.ejor.2015.07.022
E. Pastore, A. Alfieri, and G. Zotteri, "An Empirical Investigation on the Antecedents of the Bullwhip Effect: Evidence from the Spare Parts Industry," International Journal of Production Economics, vol. 209, pp. 121-133, 2019. https://doi.org/10.1016/j.ijpe.2017.08.029
Y. M. Walewangko, "Manajemen Rantai Pasokan Guna Meningkatkan Efisiensi Distribusi Motor Honda Pada PT. Daya Adicipta Wisesa," Jurnal EMBA: Jurnal Riset Ekonomi, Manajemen, Bisnis dan Akuntansi, vol. 1, no. 3, 2013. https://doi.org/10.35794/emba.1.3.2013.2531
V. Calystania, T. G. Hasvia, J. H. Jones, S. Bhuan, and J. Valentino, "Analisis Manfaat Penerapan Manajemen Rantai Pasok dan ERP," Jurnal Manajemen, vol. 14, no. 2, pp. 479-486, 2022.
M. Srivastava and H. Rogers, "Managing Global Supply Chain Risks: Effects of the Industry Sector," International Journal of Logistics Research and Applications, vol. 25, no. 7, pp. 1091-1114, 2022. https://doi.org/10.1080/13675567.2021.1873925
A. V. A. Putri, R. A. Ramadhan, and B. P. Sukarsono, "Risk Analysis and Management of Procurement Activities In Elementary School Book Printing Project Using House of Risk Method," J@ ti Undip: Jurnal Teknik Industri, vol. 16, no. 4, pp. 225-229, 2021. https://doi.org/10.14710/jati.16.4.225-229
M. Abdel-Basset and R. Mohamed, "A Novel Plithogenic TOPSIS-CRITIC Model for Sustainable Supply Chain Risk Management," Journal of Cleaner production, vol. 247, p. 119586, 2020. https://doi.org/10.1016/j.jclepro.2019.119586
P. Manhart, J. K. Summers, and J. Blackhurst, "A Meta‐analytic Eeview of Supply Chain Risk Management: Assessing Buffering and Bridging Strategies and Firm Performance," Journal of Supply Chain Management, vol. 56, no. 3, pp. 66-87, 2020. https://doi.org/10.1111/jscm.12219
F. Lestari, A. Mas'ari, S. Meilani, I. N. Riandika, and A. B. A. Hamid, "Risk Mitigation Via Integrating House of Risk and Probability Impact Matrix in Halal Food Supply Chain," Jurnal Teknik Industri, vol. 22, no. 2, pp. 138-154, 2021. https://doi.org/10.22219/JTIUMM.Vol22.No2.138-154
S. Kurniawan, D. Marzuky, R. Ryanto, and V. Agustine, "Risk and Supply Chain Mitigation Analysis Using House of Risk Method and Analytical Network Process," The Winners, vol. 22, no. 2, pp. 123-136, 2021. https://doi.org/10.21512/tw.v22i2.7056
D. L. Trenggonowati and N. A. Pertiwi, "Analisis Penyebab Risiko dan Mitigasi Risiko dengan Menggunakan Metode House of Risk Pada Divisi Pengadaan PT. XYZ," Journal Industrial Servicess, vol. 3, no. 1a, 2017. https://dx.doi.org/10.36055/jiss.v3i1a.2053
A. A. Puji, A. Mansur, and I. D. Widodo, "Analysis of Supply Chain Risk Mitigation Integrated with Fuzzy Logic, House of Risk and AHP (Case study at CV. Multiguna)," 2019, vol. 2097: AIP Publishing. https://doi.org/10.1063/1.5098266
J. Parhusip, "Penerapan Metode Analytical Hierarchy Process (AHP) Pada Desain Sistem Pendukung Keputusan Pemilihan Calon Penerima Bantuan Pangan Non Tunai (BPNT) Di Kota Palangka Raya," Jurnal Teknologi Informasi: Jurnal Keilmuan dan Aplikasi Bidang Teknik Informatika, vol. 13, no. 2, pp. 18-29, 2019. https://doi.org/10.47111/jti.v13i2.251
X. Zhao and J. Hou, "Applying the Theory of Constraints Principles to Tourism Supply Chain Management," Journal of Hospitality & Tourism Research, vol. 46, no. 2, pp. 400-411, 2022. https://doi.org/10.1177/1096348021996791
A. A. Puji and F. A. Yul, "HOR Model & AHP-TOPSIS untuk Pengelolaan Risiko Rantai Pasok Darah HOR Model & AHP-TOPSIS for Blood Supply Chain Risk Management," Jurnal Teknik Industri, vol. 7, no. 1, 2021. http://dx.doi.org/10.24014/jti.v7i1.11353
E. N. Pradana and Y. Erdhianto, "Analisis Dan Pencegahan Risiko Menggunakan Metode House Of Risk Pada Divisi Supply Chain PT. PAL Indonesia (Persero)," 2022.
C. Natalia, C. W. Oktavia, W. V. Makatita, and F. Suprata, "Integrasi Model House of Risk dan Analytical Networking Process (ANP) untuk Mitigasi Risiko Supply Chain," Jurnal Metris, vol. 22, no. 01, pp. 57-66, 2021. https://doi.org/10.25170/metris.v22i01.2619
A. Ridwan, D. L. Trenggonowati, and V. Parida, "Usulan Aksi Mitigasi Risiko Rantai Pasok Halal pada IKM Tahu Bandung Sutra Menggunakan Metode House Of Risk," Journal Industrial Servicess, vol. 5, no. 1, pp. 112-120, 2019. https://dx.doi.org/10.36055/jiss.v5i1.6512
H. H. Başaran and İ. Tarhan, "Investigation of Offshore Wind Characteristics for the Northwest of Türkiye Region by Using Multi-Criteria Decision-Making Method (MOORA)," Results in engineering, vol. 16, p. 100757, 2022. https://doi.org/10.1016/j.rineng.2022.100757
V. Jain, "Application of Combined MADM Methods as MOORA and PSI for Ranking of FMS Performance Factors," Benchmarking: an international journal, vol. 25, no. 6, pp. 1903-1920, 2018. https://doi.org/10.1108/BIJ-04-2017-0056
A. Kumar Sahu, S. Datta, and S. Sankar Mahapatra, "Supply Chain Performance Benchmarking Using Grey-MOORA Approach: An Empirical Research," Grey Systems: Theory and Application, vol. 4, no. 1, pp. 24-55, 2014. https://doi.org/10.1108/GS-07-2013-0011
J. J. Thakkar and J. J. Thakkar, "Technique for Order Preference and Similarity to Ideal Solution (TOPSIS)," Multi-Criteria Decision Making, pp. 83-91, 2021. https://doi.org/10.1007/978-981-33-4745-8_5
L. H. Geraldin, I. N. Pujawan, and D. S. Dewi, "Manajemen Risiko dan Aksi Mitigasi untuk Menciptakan Rantai Pasok yang Robust," Jurnal Teknologi dan Rekayasa Teknik Sipil, vol. 1, no. 53, 2007.
I. N. Pujawan and E. R. Mahendrawathi, "Supply Chain Management Surabaya: Guna Widya," ed: Research, 2010.
B. R. Kristanto and N. L. P. Hariastuti, "Aplikasi Model House of Risk (HOR) untuk Mitigasi Risiko pada Supply Chain Bahan Baku Kulit," Jurnal Ilmiah Teknik Industri, vol. 13, no. 2, 2014. https://doi.org/10.23917/jiti.v13i2.633
A. A. Puji, F. A. Yul, and M. Rafian, "Desain Manajemen Risiko Rantai Pasok Darah Menggunakan House of Risk Model (Studi Kasus: PMI Kota Pekanbaru)," 2020, vol. 12, pp. 427-434.
S. Chakraborty, "Applications of the MOORA Method for Decision Making in Manufacturing Environment," The International Journal of Advanced Manufacturing Technology, vol. 54, pp. 1155-1166, 2011. https://doi.org/10.1007/s00170-010-2972-0
T. Limbong et al., "The Implementation of Multi-Objective Optimization on the Basis Of Ratio Analysis Method to Select the Lecturer Assistant Working at Computer Laboratorium," Int. J. Eng. Technol, vol. 7, no. 2.13, p. 352, 2018.
I. G. A. S. Deviyanti, D. Kunhadi, and R. Prabowo, "Pengelolaan Risiko dalam Aliran Pasokan Bahan Baku di PT Kamas Fiberglass dengan Pendekatan Supply Chain Risk Management (SCRM)," Journal of Research and Technology, vol. 8, no. 2, pp. 267-277, 2022. https://doi.org/10.55732/jrt.v8i2.730
R. Magdalena and V. Vannie, "Analisis Risiko Supply Chain dengan Model House of Risk (HOR) pada PT Tatalogam Lestari," J@ ti Undip: Jurnal Teknik Industri, vol. 14, no. 2, pp. 53-62, 2019. https://doi.org/10.14710/jati.14.2.%p
F. R. Lima-Junior and L. C. R. Carpinetti, "Predicting Supply Chain Performance Based on SCOR® Metrics and Multilayer Perceptron Neural Networks," International Journal of Production Economics, vol. 212, pp. 19-38, 2019. https://doi.org/10.1016/j.ijpe.2019.02.001
Y. Rashid, A. Rashid, M. A. Warraich, S. S. Sabir, and A. Waseem, "Case Study Method: A step-by-step Guide for Business Researchers," International journal of qualitative methods, vol. 18, p. 1609406919862424, 2019. https://doi.org/10.1177/1609406919862424
H. Dinçer, S. Yüksel, and L. Martínez, "Interval Type 2-based Hybrid Fuzzy Evaluation of Financial Services in E7 Economies with DEMATEL-ANP and MOORA Methods," Applied Soft Computing, vol. 79, pp. 186-202, 2019. https://doi.org/10.1016/j.asoc.2019.03.018
P. Pardalos and W. K. Brauers, "Optimization Methods for a Stakeholder Society," ed: Springer: Boston, MA, USA, 2004.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2024 ari andriyas puji
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.