Design of a Strategic Decision-Making Framework Based on Multi-Criteria Decision Analysis (MCDA) to Address Geopolitical Risks in Oil and Gas Shipping Operations at PT XYZ
DOI:
https://doi.org/10.55324/ijoms.v5i11.1317Keywords:
geopolitical risk, security risk assessment, multi-criteria decision analysis, strategic decisions, supply chain resilienceAbstract
Oil and gas shipping operations are increasingly exposed to geopolitical risks because they depend on strategic maritime chokepoints and operate across jurisdictions affected by conflicts, sanctions, security threats, and regulatory changes. This study aimed to develop a strategic decision-making framework based on Multi-Criteria Decision Analysis (MCDA) to translate geopolitical risks into measurable operational decisions for PT XYZ. The research employed a qualitative explanatory case study supported by descriptive quantitative analysis. Data were collected through semi-structured interviews, internal document analysis, and public secondary sources and were validated through source and method triangulation. Security Risk Assessment was conducted using threat, vulnerability, consequence, likelihood, and impact parameters, followed by scenario analysis, safety and legal compliance screening, direct weighting, and MCDA-based alternative ranking. The results showed that crew safety and ship and cargo safety were the highest-priority criteria. The Continue as Planned option failed to meet the safety threshold, whereas the Re-Routing and Delay/Hold Position options achieved the highest scores of 4.20 and 4.16, respectively. Sensitivity testing indicated that these rankings could shift depending on management priorities. The study concluded that integrating security risk assessment, scenario analysis, and MCDA supported more structured, transparent, and accountable strategic decision-making under geopolitical uncertainty while strengthening organizational preparedness, resilience, and continuity of energy supply.
References
Alexandre, A. G. (2021). The Strait of Bab el-Mandeb: Stage of geopolitical disputes. JANUS.NET e-Journal of International Relations, 12(2), 58–74. https://doi.org/10.26619/1647-7251.12.2.5
Belton, V., & Stewart, T. J. (2002). Multiple criteria decision analysis: An integrated approach. Kluwer Academic Publishers. https://doi.org/10.1007/978-1-4615-1495-4
Bosone, C., & Stamato, G. (2023). Reshaping trade: A gravity approach to the role of geopolitical tensions. Social Science Research Network. https://doi.org/10.2139/ssrn.4642385
Carter, N., Bryant-Lukosius, D., DiCenso, A., Blythe, J., & Neville, A. J. (2014). The use of triangulation in qualitative research. Oncology Nursing Forum, 41(5), 545–547. https://doi.org/10.1188/14.ONF.545-547
Christopher, M., & Peck, H. (2004). Building the resilient supply chain. The International Journal of Logistics Management, 15(2), 1–14. https://doi.org/10.1108/09574090410700275
Cong, L., & Wang, J. (2024). Impact of the Russia–Ukraine conflict on the global marine network based on massive vessel trajectories. Remote Sensing, 16(8), 1329. https://doi.org/10.3390/rs16081329
Co?ar, A. K., & Thomas, B. R. (2020). The geopolitics of international trade in Southeast Asia (NBER Working Paper No. 28048). National Bureau of Economic Research. https://doi.org/10.3386/w28048
Dawar, A., & Bai, Y. (2024). Impact of geopolitical risk on the maritime supply chain: A regional analysis of the effects on global trade. International Journal of Supply Chain Management, 13(3), 42–53. https://doi.org/10.59160/ijscm.v13i3.6245
Dean, J. W., & Sharfman, M. P. (1996). Does decision process matter? A study of strategic decision-making effectiveness. Academy of Management Journal, 39(2), 368–396. https://doi.org/10.2307/256784
Denzin, N. K. (1978). The research act: A theoretical introduction to sociological methods (2nd ed.). McGraw-Hill.
Dittmer, J. (2021). Putting geopolitics in its place: Gibraltar and the emergence of strategic locations. Political Geography, 88, 102405. https://doi.org/10.1016/j.polgeo.2021.102405
Eisenhardt, K. M., & Zbaracki, M. J. (1992). Strategic decision making. Strategic Management Journal, 13(S2), 17–37. https://doi.org/10.1002/smj.4250130904
Farah, A. I. (2024). Shifting tides amidst regional challenges: Navigating the Horn of Africa's geopolitical chessboard—A literature review. Open Journal of Social Sciences, 12(2), 70–83. https://doi.org/10.4236/jss.2024.122005
Fausiah, R., Dangkeng, A., & Afrianto. (2026). The impact of geopolitical risks on international trade routes on supply chain cost efficiency and financial performance of manufacturing companies. Iqtishaduna: Scientific Journal of Sharia Economic Law Students, 7(4), 3409–3415. https://doi.org/10.24252/iqtishaduna.v7i4.69703
Guitouni, A., & Martel, J.-M. (1998). Tentative guidelines to help choosing an appropriate MCDA method. European Journal of Operational Research, 109(2), 501–521. https://doi.org/10.1016/S0377-2217(98)00073-3
Guo, J., Guo, S., & Lv, J. (2022). Potential spatial effects of opening Arctic shipping routes on the shipping network of ports between China and Europe. Marine Policy, 136, 104885. https://doi.org/10.1016/j.marpol.2021.104885
Herburger, M., Wieland, A., & Hochstrasser, C. (2024). Building supply chain resilience to cyber risks: A dynamic capabilities perspective. Supply Chain Management: An International Journal, 29(7), 28–50. https://doi.org/10.1108/SCM-01-2023-0016
Ho, W., Zheng, T., Yildiz, H., & Talluri, S. (2015). Supply chain risk management: A literature review. International Journal of Production Research, 53(16), 5031–5069. https://doi.org/10.1080/00207543.2015.1030467
Hohenstein, N.-O., Feisel, E., Hartmann, E., & Giunipero, L. (2015). Research on the phenomenon of supply chain resilience: A systematic review and paths for further investigation. International Journal of Physical Distribution & Logistics Management, 45(1/2), 90–117. https://doi.org/10.1108/IJPDLM-05-2013-0128
Ivanov, D., & Dolgui, A. (2020). Viability of intertwined supply networks: Extending the supply chain resilience angles towards survivability. International Journal of Production Research, 58(10), 2904–2915. https://doi.org/10.1080/00207543.2020.1750727
Keeney, R. L. (1992). Value-focused thinking: A path to creative decisionmaking. Harvard University Press.
Keeney, R. L. (1996). Value-focused thinking: Identifying decision opportunities and creating alternatives. European Journal of Operational Research, 92(3), 537–549. https://doi.org/10.1016/0377-2217(96)00004-5
Keeney, R. L., & Raiffa, H. (1993). Decisions with multiple objectives: Preferences and value trade-offs. Cambridge University Press. https://doi.org/10.1017/CBO9781139174084
Lavengood, Z. (2024). Catalysts of conflict: Theorizing the study of geopolitical chokepoints [Doctoral dissertation, Charles University]. Charles University Digital Repository.
Marttunen, M., Lienert, J., & Belton, V. (2017). Structuring problems for multi-criteria decision analysis in practice: A literature review of method combinations. European Journal of Operational Research, 263(1), 1–17. https://doi.org/10.1016/j.ejor.2017.04.041
Montibeller, G., & von Winterfeldt, D. (2015). Cognitive and motivational biases in decision and risk analysis. Risk Analysis, 35(7), 1230–1251. https://doi.org/10.1111/risa.12360
Patton, M. Q. (1999). Enhancing the quality and credibility of qualitative analysis. Health Services Research, 34(5 Pt 2), 1189–1208.
Perkovi?, M., Gucma, L., & Feuerstack, S. (2024). Maritime security and risk assessments. Journal of Marine Science and Engineering, 12(6), 988. https://doi.org/10.3390/jmse12060988
Roy, B. (1996). Multicriteria methodology for decision aiding. Kluwer Academic Publishers. https://doi.org/10.1007/978-1-4757-2500-1
Saaty, T. L. (1980). The analytic hierarchy process: Planning, priority setting, resource allocation. McGraw-Hill.
Schoemaker, P. J. H. (1995). Scenario planning: A tool for strategic thinking. Sloan Management Review, 36(2), 25–40.
Schwartz, P. (1991). The art of the long view. Doubleday/Currency.
Triantaphyllou, E. (2000). Multi-criteria decision making methods: A comparative study. Kluwer Academic Publishers. https://doi.org/10.1007/978-1-4757-3157-6
Van der Heijden, K. (1996). Scenarios: The art of strategic conversation. Wiley.
Wack, P. (1985). Scenarios: Uncharted waters ahead. Harvard Business Review, 63(5), 72–89.
Wan, Z., Su, Y., Li, Z., Zhang, X., Zhang, Q., & Wan, Z. (2023). Analysis of the impact of Suez Canal blockage on the global shipping network. Ocean & Coastal Management, 245, 106868. https://doi.org/10.1016/j.ocecoaman.2023.106868
Wang, X., Du, D., & Peng, Y. (2024). Assessing the importance of the marine chokepoint: Evidence from tracking the global marine traffic. Sustainability, 16(1), 384. https://doi.org/10.3390/su16010384
You, J., & Hao, Y. (2018). The political and military nexus of Beijing–Washington–Taipei: Military interactions in the Taiwan Strait. The China Review, 18(3), 89–119.
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Ivan Rezka Winata, Suhari Pranyoto, Nanda R. Nurdianto

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution-ShareAlike 4.0 International (CC-BY-SA). that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work.






