Comprehensive Risk Analysis in Cargo Transportation by Land: Implications for Safety and Operational Efficiency

Ahmad Soimun, Anggun Prima Gilang Rupaka, Nengah Widiangga Gautama, Putu Diva Ariesthada Sadri, Ni luh Darma Yanti, Dynes Rizky Navianti, Hendra Yuda Novianto

Abstract


Land transportation is a key pillar in the freight transportation system that is often faced with various operational risk events. This study aims to identify risk agents and develop mitigation strategies for transporting goods through land transportation. The House of Risk (HOR) method identifies risks, determines priority risk agents, and formulates effective mitigation strategies. Based on observations and questionnaire analysis, 14 risk events caused by 21 risk agents were identified, of which 12 agents were categorized as priority and nine as non-priority. Delays in issuing delivery notes or bills of lading (A4) were identified as the risk agent with the highest priority index of 3954.71. Of the 16 risk-handling strategies formulated, periodic inspection and maintenance of vehicles (PA2) has the highest Effectiveness to Difficulty (ETD) value of 63755.2. The results of this study provide a systematic framework for risk management in land transportation to improve the effectiveness and reliability of freight operations.


Keywords


Land Transportation, Freight Transportation, House of Risk, Risk Events, Risk Agents

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References


A. Harrison, R. van Hoek, and van Hoek, “Logistics Management and Strategy Competing through the supply chain 3rd edition Competing through the supply chain 3rd edition,” 2008, Accessed: May 19, 2025. [Online]. Available: www.pearsoned.co.uk/harrison

John Mangan, Chandra Lalwani, and Agustina Calatayud, “Global Logistic and Supply Chain Management, 4th Edition,” pp. 1–336, 2020, Accessed: May 19, 2025. [Online]. Available: https://www.wiley.com/en-us/Global+Logistics+and+Supply+Chain+Management%2C+4th+Edition-p-9781119702993

D. ; Wu, H. ; Ding, Y. Cheng, D. Wu, and H. Ding, “Aalborg Universitet How does environmental policy affect operations and supply chain management A literature review How does environmental policy affect operations and supply chain management: A literature review,” 2024, doi: 10.1016/j.cie.2024.110580.

T. H. Tran, M. Dobrovnik, and S. Kummer, “Supply chain risk assessment: A content analysis-based literature review,” International Journal of Logistics Systems and Management, vol. 31, no. 4, pp. 562–591, 2018, doi: 10.1504/IJLSM.2018.096088.

J. P. Rodrigue, C. Comtois, and B. Slack, “The geography of transport systems,” The Geography of Transport Systems, pp. 1–440, Jan. 2016, doi: 10.4324/9781315618159.

E. Davis, T. Bosma, and C. Technology Solutions, “The Future of Transportation & Logistics,” 2025.

I. Zennaro, S. Finco, M. Calzavara, and A. Persona, “Implementing E-Commerce from Logistic Perspective: Literature Review and Methodological Framework,” Sustainability (Switzerland), vol. 14, no. 2, Jan. 2022, doi: 10.3390/SU14020911.

S. Sezer and T. Abasiz, “The Impact of Logistics Industry on Economic Growth: An Application in OECD Countries,” Eurasian Journal of Social Sciences, vol. 5, no. 1, pp. 11–23, 2017, doi: 10.15604/EJSS.2017.05.01.002.

T. Notteboom and J. P. Rodrigue, “The future of containerization: Perspectives from maritime and inland freight distribution,” GeoJournal, vol. 74, no. 1, pp. 7–22, Feb. 2009, doi: 10.1007/S10708-008-9211-3.

J. K. Kavota, L. Cassivi, and P. M. Léger, “A Systematic Review of Strategic Supply Chain Challenges and Teaching Strategies,” Logistics, vol. 8, no. 1, Mar. 2024, doi: 10.3390/LOGISTICS8010019.

“BSI Standards Publication Risk management-Guidelines,” 2018.

David. Vose, “Risk analysis : a quantitative guide,” p. 735, 2008, Accessed: May 19, 2025. [Online]. Available: https://www.wiley.com/en-se/Risk+Analysis%3A+A+Quantitative+Guide%2C+3rd+Edition-p-9780470512845

W. Ho, T. Zheng, H. Yildiz, and S. Talluri, “Supply chain risk management: A literature review,” Int J Prod Res, vol. 53, no. 16, pp. 5031–5069, Aug. 2015, doi: 10.1080/00207543.2015.1030467.

A. B. Ene, “Risk analysis in transport and logistics,” HOLISTICA – Journal of Business and Public Administration, vol. 8, no. 3, pp. 71–82, Dec. 2017, doi: 10.1515/HJBPA-2017-0025.

M. C. Tsai and C. C. Su, “Scenario analysis of freight vehicle accident risks in Taiwan,” Accid Anal Prev, vol. 36, no. 4, pp. 683–690, Jul. 2004, doi: 10.1016/J.AAP.2003.05.001.

D. J. Bowersox, Supply Chain Logistics Management. 2002.

M. Zomorrodi, “Supply chain risk management: A review of the literature,” Handbook of Research on Global Supply Chain Management, pp. 516–531, Jan. 2016, doi: 10.4018/978-1-4666-9639-6.CH029.

A. Soimun et al., “Analisis Manajemen Risiko di Terminal Angkutan Barang Kota Denpasar Menggunakan Metode House of Risk,” LOGISTIK, vol. 16, no. 02, pp. 95–114, Oct. 2023, doi: 10.21009/LOGISTIK.V16I02.35939.

C. Natalia, Y. F. T. Br. Hutapea, C. W. Oktavia, and T. P. Hidayat, “Interpretive Structural Modeling and House of Risk Implementation for Risk Association Analysis and Determination of Risk Mitigation Strategy,” Jurnal Ilmiah Teknik Industri, vol. 19, no. 1, pp. 10–21, Jun. 2020, doi: 10.23917/JITI.V19I1.9014.

K. Chao, M. N. I. Sarker, I. Ali, R. B. R. Firdaus, A. Azman, and M. M. Shaed, “Big data-driven public health policy making: Potential for the healthcare industry,” Heliyon, vol. 9, no. 9, p. e19681, Sep. 2023, doi: 10.1016/J.HELIYON.2023.E19681.

M. A. . Chowdhury, Amy. Apon, and Kakan. Dey, “Data analytics for intelligent transportation systems,” 2017.

S. Choudhury, Q. Ye, M. Dong, and Q. Zhang, “IoT Big Data Analytics,” Wirel Commun Mob Comput, vol. 2019, 2019, doi: 10.1155/2019/9245392.

U. S, A. Sopian, N. Sucahyo, R. Syahrial, and I. Hiswara, “INTEGRASI IOT DAN BIG DATA UNTUK OPTIMASI LOGISTIK DAN RANTAI PASOKAN,” JRIS: Jurnal Rekayasa Informasi Swadharma, vol. 4, no. 2, pp. 91–99, Jul. 2024, doi: 10.56486/JRIS.VOL4NO2.615.

M. Punit and K. Chaubey, “How IoT and Big Data Are Driving Smart Traffic Management and Smart Cities,” International Journal of Engineering Research & Technology, vol. 11, no. 7, Jul. 2022, doi: 10.17577/IJERTV11IS070084.

J. Fajar and K. Giawa, “Strategi Perencanaan Jaringan Transportasi Menggunakan Model Matematika Teknik Sipil,” Jurnal Ilmu Ekonomi, Pendidikan dan Teknik , vol. 1, no. 3, pp. 186–194, Nov. 2024, doi: 10.70134/IDENTIK.V2I4.239.

L. Lady and A. Umyati, “Human Error dalam Berkendara Berdasarkan Kebiasaan Pelanggaran oleh Pengemudi,” Jurnal Manajemen Transportasi & Logistik (JMTRANSLOG), vol. 8, no. 1, pp. 21–30, Oct. 2021, doi: 10.54324/J.MTL.V8I1.510.




DOI: https://doi.org/10.52088/ijesty.v5i3.949

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