Risk and Supply Chain Mitigation Analysis Using House of Risk Method and Analytical Network Process

Authors

  • Shelvy Kurniawan Bina Nusantara University
  • Denny Marzuky Bina Nusantara University
  • Rio Ryanto Bina Nusantara University
  • Vanny Agustine Bina Nusantara University

DOI:

https://doi.org/10.21512/tw.v22i2.7056

Keywords:

risk analysis, supply chain analysis, mitigation analysis, House of Risk (HOR), Analytical Network Process (ANP)

Abstract

The research studied PT XYZ, a company engaged in the palm oil industry which has eleven subsidiaries spread across five provinces in Indonesia. The research focused on analyzing supply chain risks in PT A, a subsidiary of PT XYZ. The objective was to find out and reduce unexpected costs that the company may experience caused by the risks in supply chain. Furthermore, the aim was to determine priority of risk agents and risk mitigation actions. The research method was a mixed methods, which combined both qualitative and quantitative analysis to answer the research questions. Data analysis procedure involved Supply Chain Operations Reference (SCOR), House of Risk (HOR) 1, and Analytic Network Process (ANP). The SCOR method was used for mapping supply chain activities, the HOR 1 was to determine the priority of the risk agent, and the ANP was to determine the priority of mitigation actions. The results show that there are 36 risk events and 35 risk agents. 19 risk agents are categorized as priority risks and 11 preventive actions are proposed to be implemented by PT XYZ. The research suggests that the company implement mitigation actions according to priority in accordance with the research results.

Dimensions

Plum Analytics

Author Biography

Shelvy Kurniawan, Bina Nusantara University

Management Department

References

Adams, W. J. & Saaty, R. W. (2016). Decision Making in Complex Environments The Analytic Network Process (ANP) for Dependence and Feedback. Florida.

Agustinus, M. (2017, April 27). Ada 3,98 juta perusahaan baru di RI dalam 10 tahun terakhir. Finance.detik. https://finance.detik.com/berita-ekonomi-bisnis/d-3485474/ada-398-juta-perusahaan-baru-di-ri-dalam-10-tahun-terakhir

Anggrahini, D., Karningsih, P. D., & Sulistiyono, M. (2015). Managing quality risk in a frozen shrimp supply chain: A case study. Procedia Manufacturing, 4, 252-260. https://doi.org/10.1016/j.promfg.2015.11.039

Baffoe, G. (2019). Exploring the utility of Analytic Hierarchy Process (AHP) in ranking livelihood activities for effective and sustainable rural development interventions in developing countries. Evaluation and Program Planning, 72(C), 197-204. https://doi.org/10.1016/j.evalprogplan.2018.10.017

Baryannis, G. Validi, S. Dani, S., & Antoniou, G. (2019). Supply chain risk management and artificial intelligence: state of the art and future research directions. International Journal of Production Research, 57(7), 2179-2202. https://doi.org/10.1080/00207543.2018.1530476

Ben-Daya, M., Hassini, E., & Bahroun, Z. (2017). Internet of things and supply chain management: a literature review. International Journal of Production Research, 57(3), 1-24. http://dx.doi.org/10.1080/00207543.2017.1402140

Boonyanusith, W. & Jittamai, P. (2019). Blood supply chain risk management using House of Risk model. Walailak Jorunal of Science & Technology, 16(8). 573-591. https://doi.org/10.48048/wjst.2019.3472

Cahyani, Z. D., Pribadi, S. R., & Baihaqi, I. (2016). Studi implementasi model House of Risk (HOR) untuk mitigasi risiko keterlambatan material dan komponen impor pada pembangunan kapal baru. Jurnal Teknik ITS, 5(2), 52-59. http://dx.doi.org/10.12962/j23373539.v5i2.16526

Chan, H. K., Sun, X., & Chung, S. H. (2019). When should fuzzy analytic hierarchy process be used instead of analytic hierarchy process? Decision Support Systems, 125, 1-10. http://doi.org/10.1016/j.dss.2019.113114

Chotimah, R. R., Purwanggono, B., & Susanty, A. (2017). Pengukuran kinerja rantai pasok menggunakan metode SCOR dan AHP pada unit pengantongan pupuk urea PT. Dwimatama Multikarsa Semarang. Industrial Engineering Online Journal, 6(4).

Elvandra, A. R., Maarif, M. S., & Sukardi. (2018). Management of supply chain risk in cattle slice fattening at PT. Catur Mitra Taruma. Indonesian Journal of Business and Entrepreneurship, 4(1), 88-98. https://doi.org/10.17358/ijbe.4.1.88

Finch, P. (2004). Supply chain risk management. Supply Chain Management: An International Journal, 9(2). 183-196. https://doi.org/10.1108/13598540410527079

Ghadge, A., Fang, X., Dani, S., & Antony, J. (2017). Supply chain risk assessment approach for process quality risks. International Journal of Quality & Reliability Management, 34(7), 940-954. http://dx.doi.org/10.1108/IJQRM-01-2015-0010

Hapsari, W. P. (2018, February 15). Apa yang dimaksud dengan Failure Mode Effect Analysis? Dictio. https://www.dictio.id/t/apa-yang-dimaksud-dengan-failure-mode-effect-analysis/15348

Hartono, N., Christiani, A., & Lasiman, T. (2018). Integrated model of service blueprint and house of risk (HOR) for service quality improvement. IOP Conf. Series: Earth and Environmental Science 195(1), 1-10. http://dx.doi.org/10.1088/1755-1315/195/1/012044

Kilubi, I. (2016). The strategies of supply chain risk management – a synthesis and classification. International Journal of Logistics: Research and Applications, 1-26. http://dx.doi.org/10.1080/13675567.2016.1150440

Kusmantini, T., Guritno, A. D., & Rustamaji, H. C. (2015). Mapping of supply chain risk in industrial furniture base on House of Risk framework. European Journal of Business and Management, 7(34), 104-115.

Koberg, E. & Longoni, A. (2019). A systematic review of sustainable supply chain management in global supply chains. Journal of Cleaner Production, 207, 1084-1098. https://doi.org/10.1016/j.jclepro.2018.10.033

Kusnadi, Surarso, B., & Syafei, W. A. (2016). Implementasi metode Analytic Network Prosess untuk penentuan prioritas penanganan jalan berdasarkan tingkat pelayanan jalan. Jurnal Sistem Informasi Bisnis, 2, 105-113.

Laksmita, R. & Widodo, I. D. (2018). Fuel distribution process risk analysis in East Borneo. MATEC Web of Conferences, 154. https://doi.org/10.1051/matecconf/201815401079

Macdonald, J. R., Zobel, C. W., Melnyk, S. A., & Griffis, S. E., (2018). Supply chain risk and resilience: theory building through structured experiments and simulation. International Journal of Production Research, 56(12), 4337-4355. https://doi.org/10.1080/00207543.2017.1421787

Mavi, R. K., Goh, M., & Mavi, N. K., (2016). Supplier selection with Shannon entropy and fuzzy TOPSIS in the context of supply chain risk management. Procedia - Social and Behavioral Science, 235, 216 - 225. https://doi.org/10.1016/j.sbspro.2016.11.017

Min, S., Zacharia, Z. G., & Smith, C. D., (2019). Defining supply chain management: In the past, present, and future. Journal of Business Logistics, 40(1), 1-12. https://doi.org/10.1111/jbl.12201

Munir, M., Jajja, M. S. S., Chatha, K. A., & Farooq, S. (2020). Supply chain risk management and operational performance: The enabling role of supply chain integration. International Journal of Production Economics, 227(C), 1-14. https://doi.org/10.1016/j.ijpe.2020.107667

Pungkasanti, P. T. & Handayani, T. (2017). Penerapan Analytic Network Process (ANP) pada sistem pendukung keputusan. Jurnal Transformatika, 14(2), 66-71. http://dx.doi.org/10.26623/transformatika.v14i2.437

Putradi, C. (2017, June 22). Pengertian SCOR model dalam manajemen rantai pasok. MGT Logistik. https://mgt-logistik.com/pengertian-scor-model/

Putri, D. K. (2017). Strategi penanganan risiko pada supply chain PT Sumber Alam dengan pendekatan House of Risk. Thesis. Scribd. https://www.scribd.com/document/363109440/house-of-risk

Ramadhani, A. & Baihaqi, I. (2018). Designing supply chain risk mitigation strategy in the cable support system industry of PT. X. South East Asia Journal of Contemporary Business, Economics and Law, 16(5), 19-28.

Ratnasari, S., Hisjam, M., & Sutopo, W. (2018). Supply chain risk management in newspaper company: House of Risk approach. AIP Conference Proceedings 1931(1), 1-9. https://doi.org/10.1063/1.5024075

Sasongko, A., Astuti, I. F., & Maharani, S. (2017). Pemilihan karyawan baru dengan metode AHP (Analytic Hierarchy Process). Informatika Mulawarman Jurnal Ilmiah Ilmu Komputer, 12(2), 88. http://dx.doi.org/10.30872/jim.v12i2.650

Sekaran, U. & Bougie, R. (2016). Research Methods for Business: A Skill Building Approach (7th Ed.). Wiley.

Setiadi, Nurmalina, R., & Suharno. (2018). Analisis kinerja rantai pasok ikan nila pada Bandar Sriandoyo di Kecamatan Tugumulyo Kabupaten Musi Rawas. Jurnal Ilmiah Manajemen. https://dx.doi.org/10.22441/mix.2018.v8i1.010

Shi, D. (2004). A review of enterprise supply chain risk management. Journal of Systems Science and Systems Engineering, 13(2), 219-244. https://doi.org/10.1007/s11518-006-0162-2

Sreedevi, R. & Saranga, H. (2017). Uncertainty and supply chain risk: The moderating role of supply chain flexibility in risk mitigation. International Journal of Production Economics, 193(C), 332-342. https://doi.org/10.1016/j.ijpe.2017.07.024

Tang, C. S., (2006). Perspectives in supply chain risk management. Int. J. Production Economics, 103(2), 451-488. https://doi.org/10.1016/j.ijpe.2005.12.006

Viarani, S. O. & Zadry, H. R. (2015). Analisis pemilihan pemasok dengan metode analytical hierarchy process di Proyek Indarung VI PT Semen Padang. Jurnal Optimasi Sistem Industri, 14(1), 55-70. https://doi.org/10.25077/josi.v14.n1.p55-70.2015

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Published

2021-08-18
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PDF downloaded 879  .