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Ranking Potential Investors Using the FITradeoff Method and Value Focused Thinking in a Group Decision Problem

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Group Decision and Negotiation in the Era of Multimodal Interactions (GDN 2023)

Abstract

This work aims to address a problem of attracting companies for direct investments in the state of Pernambuco, Brazil, with the purpose to aid the Economic Development Agency of Pernambuco (ADEPE) to rank the potential investors. Considering different points of view of multiple stakeholders of ADEPE, the Value-Focused Thinking (VFT) and FITradeoff (Flexible and Interactive Tradeoff) techniques are applied in the construction of the multicriteria decision model. The problem structuring provides a better understanding of an investor's decision-making process and leads to a better pitch to persuade them to invest in Pernambuco. Furthermore, the structured problem can be analyzed by a quantitative method aiming to rank the best alternatives that could match with the proposal of the Pernambuco state as a win-win investment movement. For that, the multicriteria decision model is built based on the VFT approach and the FITradeoff method. A set of 25 alternatives were defined and evaluated with respect to six criteria. Throughout the process, the preference modeling is performed in an interactive and flexible way where the decision makers (DMs) can switch between elicitation by decomposition to holistic evaluations.

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References

  1. Keeney, R.: Value Focused Thinking: A Path to Creative Decision Making. Harvard University Press, Cambrige (1992)

    Google Scholar 

  2. De Almeida, A.T., Almeida, J.A., Costa, A.P.C.S., Almeida-Filho, A.T.: A new method for elicitation of criteria weights in additive models: flexible and interactive tradeoff. Eur. J. Oper. Res. 250(1), 179–191 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  3. Frej, E.A., de Almeida, A.T., Costa, A.P.C.S.: Using data visualization for ranking alternatives with partial information and interactive tradeoff elicitation. Oper. Res. Int. J. 19(4), 909–931 (2019). https://doi.org/10.1007/s12351-018-00444-2

    Article  Google Scholar 

  4. de Almeida, A.T., Frej, E.A., Roselli, L.R.P.: Combining holistic and decomposition paradigms in preference modeling with the flexibility of FITradeoff. CEJOR 29(1), 7–47 (2021). https://doi.org/10.1007/s10100-020-00728-z

    Article  MathSciNet  MATH  Google Scholar 

  5. DeAlmeida, A.T., et al.: Multicriteria and Multiobjective Models for Risk, Reliability and Maintenance Decision Analysis. ISORMS, vol. 231. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-17969-8

    Book  Google Scholar 

  6. Zackiewicz, M., Albuquerque, R., Salles Filho, S.: Multicriteria analysis for the selection of priorities in the Brazilian program of technological prospection – Prospectar. Innovation 7(2–3), 336–348 (2005). https://doi.org/10.5172/impp.2005.7.2-3.336

    Article  Google Scholar 

  7. Simon, H.A.: Administrative Behavior: A Study of Decision-Making Processes in Administrative Organization, 2nd edn. Macmillan, New York (1957)

    Google Scholar 

  8. Kurth, M.H., Larkin, S., Keisler, J.M., Linkov, I.: Trends and applications of multi-criteria decision analysis: use in government agencies. Environ. Syst. Decis. 37(2), 134–143 (2017). https://doi.org/10.1007/s10669-017-9644-7

    Article  Google Scholar 

  9. Ustinovichius, L., Komarovska, A., Komarovski, R.: Methods of determining the region’s investment strategy. Proc. Eng. 182, 732–738 (2017). https://doi.org/10.1016/j.proeng.2017.03.190

    Article  Google Scholar 

  10. Weber, P., Chapman, D.: Location intelligence: an innovative approach to business location decision-making. Trans. GIS 15(3), 309–328 (2011). https://doi.org/10.1111/j.1467-9671.2011.01253.x

    Article  Google Scholar 

  11. Aksoy, E., San, B.T.: Geographical information systems (GIS) and multi-criteria decision analysis (MCDA) integration for sustainable landfill site selection considering dynamic data source. Bull. Eng. Geol. Env. 78(2), 779–791 (2017). https://doi.org/10.1007/s10064-017-1135-z

    Article  Google Scholar 

  12. Hussain, J., Zhou, K., Guo, S., Khan, A.: Investment risk and natural resource potential in “Belt & Road Initiative” countries: a multi-criteria decision-making approach. Sci. Total Environ. 723, 13 (2020). https://doi.org/10.1016/j.scitotenv.2020.137981

    Article  Google Scholar 

  13. Silva, M.C., Costa, H.G., Gomes, C.F.S.: Multicriteria decision choices for investment in innovative upper-middle income countries. Innov. Manage. Rev. 17(3), 321–347 (2020)

    Article  Google Scholar 

  14. Kang, T.H.A., Frej, E.A., de Almeida, A.T.: Flexible and interactive tradeoff elicitation for multicriteria sorting problems. Asia Pac. J. Oper. Res. 37, 2050020 (2020)

    Article  MathSciNet  Google Scholar 

  15. Frej, E.A., Ekel, P., de Almeida, A.T.: A benefit-to-cost ratio based approach for portfolio selection under multiple criteria with incomplete preference information. Inf Sci 545, 487–498 (2021)

    Article  MathSciNet  MATH  Google Scholar 

  16. Marques, A.C., Frej, E.A., de Almeida, A.T.: Multicriteria decision support for project portfolio selection with the FITradeoff method. Omega 111, 102661 (2022)

    Article  Google Scholar 

  17. Shukla, S., Dubey, A.: Celebrity selection in social media ecosystems: a flexible and interactive framework. J. Res. Interact. Market. 16(2), 189–220 (2021). https://doi.org/10.1108/JRIM-04-2020-0074

    Article  Google Scholar 

  18. Henriques, A.P., de Gusmão, C., Medeiros, P.: A model for selecting a strategic information system using the FITradeoff. Math. Probl. Eng. 2016, 1–7 (2016). https://doi.org/10.1155/2016/7850960

    Article  Google Scholar 

  19. AlvarezCarrillo, P.A., Roselli, L.R.P., Frej, E.A., de Almeida, A.T.: Selecting an agricultural technology package based on the flexible and interactive tradeoff method. Ann. Oper. Res. 2018, 1–16 (2018). https://doi.org/10.1007/s10479-018-3020-y

    Article  Google Scholar 

  20. Poleto, T., Clemente, T.R.N., de Gusmão, A.P.H., Silva, M.M., Costa, A.P.C.S.: Integrating value-focused thinking and FITradeoff to support information technology outsourcing decisions. Manag. Decis. 58(11), 2279–2304 (2020). https://doi.org/10.1108/md-09-2019-1293

    Article  Google Scholar 

  21. Fossile, D.K., Frej, E.A., da Costa, S.E.G., de Lima, E.P., de Almeida, A.T.: Selecting the most viable renewable energy source for Brazilian ports using the FITradeoff method. J. Clean. Prod. 260, 121107 (2020)

    Article  Google Scholar 

  22. Kang, T.H.A., Soares, A.M.C., Jr., De Almeida, A.T.: Evaluating electric power generation technologies: a multicriteria analysis based on the FITradeoff method. Energy 165, 10–20 (2018)

    Article  Google Scholar 

  23. Frej, E.A., Roselli, L.R.P., de Almeida, J.A., de Almeida, A.T.: A multicriteria decision model for supplier selection in a food industry based on FITradeoff method. Math. Probl. Eng. 2017, 1–9 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  24. Pergher, I., Frej, E.A., Roselli, L.R.P., de Almeida, A.T.: Integrating simulation and FITradeoff method for scheduling rules selection in job-shop production systems. Int. J. Prod. Econ. 227, 107669 (2020)

    Article  Google Scholar 

  25. Kunz, R.E., Siebert, J., Mutterlein, J.: Combining value-focused thinking and balanced scorecard to improve decision-making in strategic management. J. Multi-Crit. Decis. Anal. 23, 225–241 (2016)

    Article  Google Scholar 

  26. Keeey, R.L., Raiffa, H.: Decision Making with Multipleobjectives, Preferences, and Value Tradeoffs. Wiley, New York (1976)

    Google Scholar 

  27. de Borda, J.C.: Mémoire sur les élections au scrutin, Mémoire de l’Académie Royale. Histoire de l’Académie des Sciences, Paris, pp 657–665 (1781)

    Google Scholar 

  28. Teixeira, A., de Almeida, D., Morais, C., Nurmi, H.: Systems, Procedures and Voting Rules in Context: A Primer for Voting Rule Selection. Springer International Publishing, Cham (2019). https://doi.org/10.1007/978-3-030-30955-8

    Book  MATH  Google Scholar 

  29. Mendes, J.A.J., Frej, E.A., Teixeira, A., de Almeida, J., de Almeida, A.: Evaluation of flexible and interactive tradeoff method based on numerical simulation experiments. Pesquisa Operacional 40, 1–25 (2020). https://doi.org/10.1590/0101-7438.2020.040.00231191

    Article  Google Scholar 

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Acknowledgments

The authors are most grateful for CNPq, FACEPE and CAPES, for the financial support provided.

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Correspondence to Eduarda Asfora Frej .

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da Silva, G.M., Frej, E.A., de Almeida, A.T. (2023). Ranking Potential Investors Using the FITradeoff Method and Value Focused Thinking in a Group Decision Problem. In: Maemura, Y., Horita, M., Fang, L., Zaraté, P. (eds) Group Decision and Negotiation in the Era of Multimodal Interactions. GDN 2023. Lecture Notes in Business Information Processing, vol 478. Springer, Cham. https://doi.org/10.1007/978-3-031-33780-2_3

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  • DOI: https://doi.org/10.1007/978-3-031-33780-2_3

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