Risk Mitigation Strategies for Creative Batik Manufacturing Supply Chains Using the House of Risk Method and Supply Chain Operations Reference
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The batik supply chain faces several risks, including transportation errors, unpredictable weather, and human errors, which can disrupt operations, reduce efficiency, and weaken competitiveness. This study aims to identify risk events and risk agents in the batik supply chain, prioritize key risk sources, and propose mitigation strategies. The study integrates the Supply Chain Operations Reference (SCOR) and House of Risk (HOR). Priority risks include transportation mode errors, unpredictable weather, sudden order increases, human errors, and room temperature changes. Seven mitigation actions were proposed, including establishing expedition contracts, applying First-in-First-Out order prioritization, and providing regular worker training, prioritized by effectiveness-to-difficulty ratio, with the highest at 1984,5. This study contributes to supply chain risk management literature by applying the SCOR–HOR framework to traditional craft-based SMEs and highlighting the influence of worker skills, environmental uncertainty, and supplier dependency on supply chain risks.
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[1] UNESCO, “Indonesian Batik Inscribed in 2009 (4.COM) on the Representative List of the Intangible Cultural Heritage of Humanity.”
[2] “Making Indonesia,” Mak. Indones., pp. 1–8, 2019, doi: 10.7591/9781501719370.
[3] S. Chopra and S. M. Sodhi, “Supply-Chain Breakdown,” MIT Sloan Manag. Rev., no. 46(1), pp. 53–61, 2004.
[4] C. S. Tang, “Robust strategies for mitigating supply chain disruptions,” Int. J. Logist. Res. Appl., vol. 9, no. 1, pp. 33–45, 2006. https://doi.org/10.1080/13675560500405584
[5] I. Nyoman Pujawan and L. H. Geraldin, “House of risk: a model for proactive supply chain risk management,” Bus. Process Manag. J., vol. 15, no. 6, pp. 953–967, 2009. https://doi.org/10.1108/14637150911003801
[6] P. R. Kleindorfer and G. H. Saad, “Managing disruption risks in supply chains,” Prod. Oper. Manag., vol. 14, no. 1, pp. 53–68, 2005. https://doi.org/10.1111/j.1937-5956.2005.tb00009.x
[7] U. Jüttner, H. Peck, and M. Christopher, “Supply chain risk management: outlining an agenda for future research,” Int. J. Logist. Res. Appl., vol. 6, no. 4, pp. 197–210, 2003, doi: 10.1080/13675560310001627016.
[8] S. M. Wagner and C. Bode, “an Empirical Examination of Supply Chain Performance Along Several Dimensions of Risk,” J. Bus. Logist., vol. 29, no. 1, pp. 307–325, 2008, doi: 10.1002/j.2158-1592.2008.tb00081.x.
[9] I. Manuj and J. T. Mentzer, “Global supply chain risk management,” J. Bus. Logist., vol. 29, no. 1, pp. 133–155, 2008. https://doi.org/10.1002/j.2158-1592.2008.tb00072.x
[10] M. Christopher and H. Peck, “International Journal of Logistics Management , Vol. 15, No. 2, pp1-13, 2004,” vol. 15, no. 2, pp. 1–13, 2004. https://doi.org/10.1108/09574090410700275
[11] S. Rao and T. J. Goldsby, “Supply chain risks: a review and typology,” Int. J. Logist. Manag., vol. 20, no. 1, pp. 97–123, 2009. https://doi.org/10.1108/09574090910954864
[12] M. S. Sodhi, B. Son, and C. S. Tang, “Researchers’ perspectives on supply chain risk management,” Prod. Oper. Manag., vol. 21, no. 1, pp. 1–13, 2012. https://doi.org/10.1111/j.1937-5956.2011.01251.x
[13] J. Blackhurst*, C. W. Craighead, D. Elkins, and R. B. Handfield, “An empirically derived agenda of critical research issues for managing supply-chain disruptions,” Int. J. Prod. Res., vol. 43, no. 19, pp. 4067–4081, 2005. https://doi.org/10.1080/00207540500151549
[14] J.-H. Thun and D. Hoenig, “An empirical analysis of supply chain risk management in the German automotive industry,” Int. J. Prod. Econ., vol. 131, no. 1, pp. 242–249, 2011. https://doi.org/10.1016/j.ijpe.2009.10.010
[15] R. Tummala and T. Schoenherr, “Assessing and managing risks using the Supply Chain Risk Management Process (SCRMP),” Supply Chain Manag., vol. 16, no. 6, pp. 474–483, 2011, doi: 10.1108/13598541111171165.
[16] M. B. Shishehgarkhaneh, R. C. Moehler, Y. Fang, H. Aboutorab, and A. A. Hijazi, “Construction supply chain risk management,” Autom. Constr., vol. 162, p. 105396, 2024. https://doi.org/10.1016/j.autcon.2024.105396
[17] S. A. Hosseini Shekarabi, R. Kiani Mavi, and F. Romero Macau, “Supply chain resilience: A critical review of risk mitigation, robust optimisation, and technological solutions and future research directions,” Glob. J. Flex. Syst. Manag., vol. 26, no. 3, pp. 681–735, 2025. https://doi.org/10.1007/s40171-025-00458-8
[18] J. Kulsaputro, A. Fole, K. N. Safitri, and N. Aini, “The Role of Resilient Supply Chains in Enhancing Competitiveness and Performance of SMEs: A Case Study in the SMI Sector,” J. Serambi Eng., vol. 10, no. 2, 2025.
[19] S. Annamalah, K. L. Aravindan, and S. Ahmed, “Resilience in the face of uncertainty: Navigating supply chain challenges through proactive risk surveillance and mitigation strategies among SMEs in ASEAN countries,” F1000Research, vol. 13, p. 1037, 2025. https://doi.org/10.12688/f1000research.153654.2
[20] A. Salehi, A. Babaei, and H. Hamidi, “AI-Driven Strategies for Supply Chain Resilience: A Review of Challenges and Solutions During the Pandemics”.
[21] A. Rashid and R. Rasheed, “Supply chain cognitive resilience through AI-powered risk mitigation and autonomous resilience,” Supply Chain Manag. An Int. J., pp. 1–16, 2025. https://doi.org/10.1108/SCM-07-2025-0656
[22] P. Suryawanshi and P. Dutta, “Optimization models for supply chains under risk, uncertainty, and resilience: A state-of-the-art review and future research directions,” Transp. Res. part e Logist. Transp. Rev., vol. 157, p. 102553, 2022. https://doi.org/10.1016/j.tre.2021.102553
[23] D. Zhang, H. H. Turan, R. Sarker, and D. Essam, “Integrating production, replenishment and fulfillment decisions for supply chains: a target-based robust optimisation approach,” Int. J. Prod. Res., vol. 62, no. 12, pp. 4494–4529, 2024. https://doi.org/10.1080/00207543.2023.2266063
[24] I. Oubrahim and N. Sefiani, “An integrated multi-criteria decision-making approach for sustainable supply chain performance evaluation from a manufacturing perspective,” Int. J. Product. Perform. Manag., vol. 74, no. 1, pp. 304–339, 2025. https://doi.org/10.1108/IJPPM-09-2023-0464
[25] V. Nalluri, K. M. Chowdary, and L.-S. Chen, “Risk evaluation in the implementation of sustainable measures in the supply chain operations: A Fuzzy Delphi-DEMATEL approach,” Clean. Logist. Supply Chain, p. 100262, 2025. https://doi.org/10.1016/j.clscn.2025.100262
[26] A. A. Tubis and S. Werbińska-Wojciechowska, “House of resilience for energy supply chains: a digitalization-based approach to enhancing supply chain robustness,” Environ. Syst. Decis., vol. 46, no. 1, p. 1, 2026. https://doi.org/10.1007/s10669-025-10054-x
[27] B. H. Purnomo, B. Suryadharma, and R. G. Al-Hakim, “Risk mitigation analysis in a supply chain of coffee using house of risk method,” Ind. J. Teknol. dan Manaj. Agroindustri, vol. 10, no. 2, pp. 111–124, 2021. https://doi.org/10.21776/ub.industria.2021.010.02.3
[28] G. P. Liansari, M. S. Rajiman, A. Imran, and F. Ramadhan, “Risk mitigation in raw material distribution activities using house of risk method in manufacturing,” in IOP Conference Series: Materials Science and Engineering, IOP Publishing, 2020, p. 32086. https://doi.org/10.1088/1757-899X/830/3/032086
[29] J. Stentoft and O. S. Mikkelsen, “Towards supply chain resilience: A structured process approach,” Oper. Manag. Res., pp. 1–23, 2024. https://doi.org/10.1007/s12063-024-00513-0
[30] E. Yuliawati and I. K. Tjahjani, “PERANCANGAN TINDAKAN MITIGASI RISIKO BERDASARKAN PROSES BISNIS DALAM RANTAI PASOK INDUSTRI BATIK : STUDI KASUS Design of Risk Mitigation Action Based on Business Process in the Supply chain of the Batik Industry : A Case Study,” vol. 39, no. 1, 2022, doi: 10.22322/dkb.V36i1.4149.
[31] E. Laela, A. Haerudin, and A. Mansur, “ANALISIS RISIKO PADA INDUSTRI BATIK MENGGUNAKAN PENDEKATAN ISO 31000 DAN HOUSE OF RISK ( HOR ): STUDI KASUS DI CV . AKASIA Risk Analysis in Batik Industry Using ISO31000 Approach and House of Risk ( HOR ) Method : A Case Study at CV . Akasia,” vol. 37, no. 1, pp. 93–104, 2020, doi: 10.22322/dkb.V36i1.4149.
[32] M. Ulfah et al., “ANALISIS DAN PERBAIKAN MANAJEMEN RISIKO RANTAI PASOK BATIK KRAKATOA DENGAN PENDEKATAN HOUSE OF RISK,” vol. 3, no. 1, 2017.
[33] R. K. Yin, “Case study research: Design and methods (applied social research methods),” 2014.
[34] S. C. Council, “Supply Chain Operations Reference Model,” Overv. - Version 10., pp. 559–567, 2012, doi: 10.15358/9783800639960_559.
[35] C. K. Himawan and J. Jonathan, “Improving Perfect Order Fulfillment in Textile SMEs with Open-Source ERP Odoo Implementation Based on the SCOR Model,” J. Manaj. Ind. dan Logistik, vol. 9, no. 1, pp. 35–53, 2025, doi: 10.30988/jmil.v9i1.1572.
[36] A. Mulyadi, S. N. Meirizha, M. Qurthuby, and M. Sundari, “The Analysis Of Blood Supply Chain Performance Based On Supply Chain Operation Reference Model And Causal Loop Diagram Approach,” J. Manaj. Ind. dan Logistik, vol. 7, no. 2, pp. 205–218, 2023, doi: 10.30988/jmil.v7i2.1223.
[37] N. Fuyane, “Methodology Choice Dilemma: A Conceptual Note to Emerging Researchers,” Int. J. Bus. Manag. Stud. Res. , vol. 2, no. 2, pp. 29–34, 2021.
[38] J. W. Creswell and C. N. Poth, Qualitative inquiry and research design: Choosing among five approaches. Sage publications, 2016.
[39] B. Flyvbjerg, “Five misunderstandings about case-study research,” Qual. Inq., vol. 12, no. 2, pp. 219–245, 2006. https://doi.org/10.1177/1077800405284363
[40] R. E. Stake, “The art of case study research,” 1995, Sage.
[41] U. Jüttner, H. Peck, and M. Christopher, “Supply chain risk management: outlining an agenda for future research,” Int. J. Logist. Res. Appl., vol. 6, no. 4, pp. 197–210, 2003. https://doi.org/10.1080/13675560310001627016
[42] M. S. Sodhi and S. Chopra, “Managing risk to avoid supply-chain breakdown,” MIT Sloan Manag. Rev., vol. 46, no. 1, pp. 53–61, 2004.
[43] T. L. T. Nguyen, T. T. Tran, T. P. Huynh, T. K. D. Ho, A. T. Le, and T. K. H. Do, “Managing risks in the fisheries supply chain using House of Risk Framework (HOR) and Interpretive Structural Modeling (ISM),” in IOP Conference Series: Materials Science and Engineering, IOP Publishing, 2018, p. 12030. https://doi.org/10.1088/1757-899X/337/1/012030
[44] N. Ummi, E. Noor, and M. Romli, “Managing Risk in Palm Sugar Reverse Supply Chain Using Integration House of Risk and Interpretive Structural Modeling,” The Seybold reporteport, vol. 17, pp. 1005–1024, 2023, doi: 10.5281/zenodo.7088877.
[45] M. Christopher and H. Peck, “Building the resilient supply chain.,” Int. J. Logist. Manag., vol. 15, no. 2, pp. 1–13, 2004. https://doi.org/10.1108/09574090410700275
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holds a Ph.D. degree in Agro-Industrial Engineering from IPB University (Bogor Agricultural University), Indonesia in 2023. She works as a lecturer in the Department of Industrial Engineering at the Faculty of Engineering, Universitas Sultan Ageng Tirtayasa, Banten, Indonesia. Her research interests include Supply Chain Management, Risk Management, Project Management, and Decision Support Systems. She has published over 70 papers in national and international journals and conferences.
is an Assistant Professor in the Department of Statistics at Universitas Sultan Ageng Tirtayasa, Indonesia. She received her master’s degree from the Department of Mathematics, Bandung Institute of Technology, Indonesia. Her research interests include mathematical modeling and mathematical optimization.
is a graduate of the Department of Industrial Engineering, Sultan Ageng Tirtayasa University in 2025. His research interests are in supply chain management, Supply Chain Risk Management, and Optimization Models.


















