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A decision support approach employing the PROMETHEE method and risk factors for critical supply assessment in large-scale projects

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  • da Cunha, Richard Alex
  • Rangel, Luís Alberto Duncan
  • Rudolf, Christian A.
  • Santos, Luiza dos

Abstract

The purpose of this article is twofold: to identify the critical risk factors (RFs) that impact supply chains (SC) in the engineering, procurement, and construction of large-scale projects (EPC-LSP) of the oil and gas industry (OGI) and to apply these RFs in a mathematical model developed, based on multiple-criteria decision-making (MCDM) methods in an expert group. The mathematical model was developed in MATLAB and was based on the Preference Ranking Organization Method for Enrichment Evaluations (PROMÉTHÉE) II and (PROMÉTHÉE GDSS) Group Decision Support System methods. The model's criteria were defined with the RF mapping identified using 33 years of literature and the application of questionnaires to specialists. The evaluation process of the alternatives concerning the defined criteria was conducted through questionnaires to specialists. Finally, the functionality and results of the model were validated by the specialists in the field through interviews. As a contribution, managers, companies, and industry could adopt this solution as a practical and dynamic tool to support decision-making. This fact especially holds true in possible critical supply scenarios, where it is necessary to direct resources to minimize risks and other impacts to EPC-LSP SC. Another novelty refers to the critical risk factors identified, originating from an extensive literature mapping covering the three pillars of sustainability. Moreover, this research was to fill the literature gap, given the lack of studies that propose clear, practical, and specific tools for SCRM in EPC-LSP.

Suggested Citation

  • da Cunha, Richard Alex & Rangel, Luís Alberto Duncan & Rudolf, Christian A. & Santos, Luiza dos, 2022. "A decision support approach employing the PROMETHEE method and risk factors for critical supply assessment in large-scale projects," Operations Research Perspectives, Elsevier, vol. 9(C).
    • Handle: RePEc:eee:oprepe:v:9:y:2022:i:c:s2214716022000136
    DOI: 10.1016/j.orp.2022.100238
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    1. Min-Sung Kim & Eul-Bum Lee & In-Hye Jung & Douglas Alleman, 2018. "Risk Assessment and Mitigation Model for Overseas Steel-Plant Project Investment with Analytic Hierarchy Process—Fuzzy Inference System," Sustainability, MDPI, vol. 10(12), pages 1-17, December.
    2. Bohringer, Christoph & Jochem, Patrick E.P., 2007. "Measuring the immeasurable -- A survey of sustainability indices," Ecological Economics, Elsevier, vol. 63(1), pages 1-8, June.
    3. Yeo, K.T. & Ning, J.H., 2006. "Managing uncertainty in major equipment procurement in engineering projects," European Journal of Operational Research, Elsevier, vol. 171(1), pages 123-134, May.
    4. Edwin Thomas Banobi & Wooyong Jung, 2019. "Causes and Mitigation Strategies of Delay in Power Construction Projects: Gaps between Owners and Contractors in Successful and Unsuccessful Projects," Sustainability, MDPI, vol. 11(21), pages 1-16, October.
    5. Andrew Agapiou & Roger Flanagan & George Norman & David Notman, 1998. "The changing role of builders merchants in the construction supply chain," Construction Management and Economics, Taylor & Francis Journals, vol. 16(3), pages 351-361.
    6. Mareschal, Bertrand, 1988. "Weight stability intervals in multicriteria decision aid," European Journal of Operational Research, Elsevier, vol. 33(1), pages 54-64, January.
    7. Roberto Maria Grisi & Teresa Murino & Pasquale Zoppoli, 2010. "Risk in Supply Networks: The Case of Aeronautical Firms," Springer Books, in: Paolo Taticchi (ed.), Business Performance Measurement and Management, chapter 0, pages 207-225, Springer.
    8. Yoram Wind & Thomas L. Saaty, 1980. "Marketing Applications of the Analytic Hierarchy Process," Management Science, INFORMS, vol. 26(7), pages 641-658, July.
    9. Vijaya Dixit & Rajiv Kumar Srivastava & Atanu Chaudhuri, 2013. "Integrating materials management with project management of complex projects," Journal of Advances in Management Research, Emerald Group Publishing Limited, vol. 10(2), pages 230-278, August.
    10. Ivanov, Dmitry, 2020. "Predicting the impacts of epidemic outbreaks on global supply chains: A simulation-based analysis on the coronavirus outbreak (COVID-19/SARS-CoV-2) case," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 136(C).
    11. Stuart Green & Scott Fernie & Stephanie Weller, 2005. "Making sense of supply chain management: a comparative study of aerospace and construction," Construction Management and Economics, Taylor & Francis Journals, vol. 23(6), pages 579-593.
    12. Samir Dani, 2009. "Predicting and Managing Supply Chain Risks," International Series in Operations Research & Management Science, in: George A. Zsidisin & Bob Ritchie (ed.), Supply Chain Risk, chapter 4, pages 53-66, Springer.
    13. Bertrand Mareschal & Jean Pierre Brans & Philippe Vincke, 1984. "Prométhée: a new family of outranking methods in multicriteria analysis," ULB Institutional Repository 2013/9305, ULB -- Universite Libre de Bruxelles.
    14. Michael Henke, 2009. "Enterprise and Supply Risk Management," International Series in Operations Research & Management Science, in: George A. Zsidisin & Bob Ritchie (ed.), Supply Chain Risk, chapter 11, pages 177-185, Springer.
    15. Scott L. Newbert, 2007. "Empirical research on the resource‐based view of the firm: an assessment and suggestions for future research," Strategic Management Journal, Wiley Blackwell, vol. 28(2), pages 121-146, February.
    16. Tang, Christopher S., 2006. "Perspectives in supply chain risk management," International Journal of Production Economics, Elsevier, vol. 103(2), pages 451-488, October.
    17. Vijaya Dixit & Rajiv Kumar Srivastava & Atanu Chaudhuri, 2013. "Integrating materials management with project management of complex projects," Journal of Advances in Management Research, Emerald Group Publishing Limited, vol. 10(2), pages 230-278, August.
    18. Bertrand Mareschal & Jean Pierre Brans & Cathy Macharis, 1998. "The GDSS PROMETHEE procedure: a PROMETHEE-GAIA based procedure for group decision support," ULB Institutional Repository 2013/9373, ULB -- Universite Libre de Bruxelles.
    19. Mareschal, Bertrand & Brans, Jean-Pierre, 1988. "Geometrical representations for MCDA," European Journal of Operational Research, Elsevier, vol. 34(1), pages 69-77, February.
    20. Sung-Hwan Jo & Eul-Bum Lee & Kyoung-Youl Pyo, 2018. "Integrating a Procurement Management Process into Critical Chain Project Management (CCPM): A Case-Study on Oil and Gas Projects, the Piping Process," Sustainability, MDPI, vol. 10(6), pages 1-22, May.
    21. Bertrand Mareschal & Jean Pierre Brans, 1992. "PROMETHEE V: MCDM problems with segmentation constraints," ULB Institutional Repository 2013/9341, ULB -- Universite Libre de Bruxelles.
    22. Christopher Tang & Brian Tomlin, 2009. "How Much Flexibility Does It Take to Mitigate Supply Chain Risks?," International Series in Operations Research & Management Science, in: George A. Zsidisin & Bob Ritchie (ed.), Supply Chain Risk, chapter 10, pages 155-174, Springer.
    23. Mahsa Montajabiha, 2016. "An Extended PROMETHE II Multi-Criteria Group Decision Making Technique Based on Intuitionistic Fuzzy Logic for Sustainable Energy Planning," Group Decision and Negotiation, Springer, vol. 25(2), pages 221-244, March.
    24. Tang, Ou & Nurmaya Musa, S., 2011. "Identifying risk issues and research advancements in supply chain risk management," International Journal of Production Economics, Elsevier, vol. 133(1), pages 25-34, September.
    25. Asbjørn Rolstadås & Per Willy Hetland & George Farage Jergeas & Richard E. Westney, 2011. "Risk Navigation Strategies for Major Capital Projects," Springer Series in Reliability Engineering, Springer, number 978-0-85729-594-1, September.
    26. Hallikas, Jukka & Virolainen, Veli-Matti & Tuominen, Markku, 2002. "Risk analysis and assessment in network environments: A dyadic case study," International Journal of Production Economics, Elsevier, vol. 78(1), pages 45-55, July.
    27. Bent Flyvbjerg, 2014. "What You Should Know About Megaprojects, and Why: An Overview," Papers 1409.0003, arXiv.org.
    28. Vijaya Dixit & Rajiv Srivastava K. & Atanu Chaudhuri, 2015. "Project network-oriented materials management policy for complex projects: a Fuzzy Set Theoretic approach," International Journal of Production Research, Taylor & Francis Journals, vol. 53(10), pages 2904-2920, May.
    29. Alan Matthews, 2017. "Brexit Impacts on Irish Agri‐food Exports to the UK," EuroChoices, The Agricultural Economics Society, vol. 16(2), pages 26-32, August.
    30. Margherita Pero & Antonella Moretto & Eleonora Bottani & Barbara Bigliardi, 2017. "Environmental Collaboration for Sustainability in the Construction Industry: An Exploratory Study in Italy," Sustainability, MDPI, vol. 9(1), pages 1-25, January.
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