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Developing a multi-attribute decision aid model for selection of a weather radar supplier

Author

Listed:
  • Amaury Caruzzo

    (McGill University)

  • Cintia Maria Rodrigues Blanco

    (Polytechnique Montréal)

  • Paul Joe

    (Environment and Climate Change Canada)

Abstract

Selecting a supplier for highly technical and expensive equipment as a weather radar is a very demanding process and a critical management task for procurement team. For such problems, the use of multiple criteria analysis is welcome. This paper introduces a decision aid model for weather radar supplier selection using a multi-attribute approach for public purchase procedures. As a model application, we developed the framework on a real public procurement to expand the weather radar network in Brazil, where two attributes were in conflict (cost and technical). The proposed model was demonstrated to be very useful in understanding the trade-off between cost and technical attributes, based on the stakeholders’ preferences. The model also supported the decision-maker in the negotiation process to receive better commercial or technical proposals from the buyers’ perspective. Based on these findings, it is advocated that for highly specialised equipment, a single attribute method centred on the lowest-cost bid is no longer supportive and robust enough in contemporary supplier selection. Modelling a multi-attribute decision process could also be a guide to improve interaction with expert and management teams in future weather radar selection evaluations.

Suggested Citation

  • Amaury Caruzzo & Cintia Maria Rodrigues Blanco & Paul Joe, 2020. "Developing a multi-attribute decision aid model for selection of a weather radar supplier," Environment Systems and Decisions, Springer, vol. 40(3), pages 371-384, September.
    • Handle: RePEc:spr:envsyd:v:40:y:2020:i:3:d:10.1007_s10669-020-09770-3
    DOI: 10.1007/s10669-020-09770-3
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    1. Ferretti, Valentina, 2016. "From stakeholders analysis to cognitive mapping and Multi Attribute Value Theory: an integrated approach for policy support," LSE Research Online Documents on Economics 65737, London School of Economics and Political Science, LSE Library.
    2. Tamer F. Abdelmaguid & Waleed Elrashidy, 2019. "Halting decisions for gas pipeline construction projects using AHP: a case study," Operational Research, Springer, vol. 19(1), pages 179-199, March.
    3. Autio, Erkko & Hameri, Ari-Pekka & Vuola, Olli, 2004. "A framework of industrial knowledge spillovers in big-science centers," Research Policy, Elsevier, vol. 33(1), pages 107-126, January.
    4. Bana e Costa, Carlos A. & Corrêa, Émerson C. & De Corte, Jean-Marie & Vansnick, Jean-Claude, 2002. "Facilitating bid evaluation in public call for tenders: a socio-technical approach," Omega, Elsevier, vol. 30(3), pages 227-242, June.
    5. Ferretti, Valentina, 2016. "From stakeholders analysis to cognitive mapping and Multi-Attribute Value Theory: An integrated approach for policy support," European Journal of Operational Research, Elsevier, vol. 253(2), pages 524-541.
    6. Katsikopoulos, Konstantinos V. & Durbach, Ian N. & Stewart, Theodor J., 2018. "When should we use simple decision models? A synthesis of various research strands," Omega, Elsevier, vol. 81(C), pages 17-25.
    7. Margaret H. Kurth & Sabrina Larkin & Jeffrey M. Keisler & Igor Linkov, 2017. "Trends and applications of multi-criteria decision analysis: use in government agencies," Environment Systems and Decisions, Springer, vol. 37(2), pages 134-143, June.
    8. Keeney,Ralph L. & Raiffa,Howard, 1993. "Decisions with Multiple Objectives," Cambridge Books, Cambridge University Press, number 9780521438834, January.
    9. Hämäläinen, Raimo P. & Luoma, Jukka & Saarinen, Esa, 2013. "On the importance of behavioral operational research: The case of understanding and communicating about dynamic systems," European Journal of Operational Research, Elsevier, vol. 228(3), pages 623-634.
    10. Ho, William & Xu, Xiaowei & Dey, Prasanta K., 2010. "Multi-criteria decision making approaches for supplier evaluation and selection: A literature review," European Journal of Operational Research, Elsevier, vol. 202(1), pages 16-24, April.
    11. Mark C. Quigley & Luke G. Bennetts & Patricia Durance & Petra M. Kuhnert & Mark D. Lindsay & Keith G. Pembleton & Melanie E. Roberts & Christopher J. White, 2019. "The provision and utility of science and uncertainty to decision-makers: earth science case studies," Environment Systems and Decisions, Springer, vol. 39(3), pages 307-348, September.
    12. Gilberto Montibeller & Detlof von Winterfeldt, 2015. "Cognitive and Motivational Biases in Decision and Risk Analysis," Risk Analysis, John Wiley & Sons, vol. 35(7), pages 1230-1251, July.
    13. Montibeller, Gilberto & Patel, Pratik & del Rio Vilas, Victor J., 2020. "A critical analysis of multi-criteria models for the prioritisation of health threats," European Journal of Operational Research, Elsevier, vol. 281(1), pages 87-99.
    14. Jeffrey C. Cegan & Ashley M. Filion & Jeffrey M. Keisler & Igor Linkov, 2017. "Trends and applications of multi-criteria decision analysis in environmental sciences: literature review," Environment Systems and Decisions, Springer, vol. 37(2), pages 123-133, June.
    15. Roy, Bernard, 1993. "Decision science or decision-aid science?," European Journal of Operational Research, Elsevier, vol. 66(2), pages 184-203, April.
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