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Active management in state-owned energy companies: Integrating a real options approach into multicriteria analysis to make companies sustainable

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  • Hernandez-Perdomo, Elvis A.
  • Mun, Johnathan
  • Rocco S., Claudio M.

Abstract

As a fundamental approach to assess active management and decision-making challenges in large state-owned energy companies (e.g., sustainability, social responsibility, economic growth, and shareholder value), this paper presents a methodological approach, based on a real case study, for integrating real options analysis into multicriteria analysis in order to evaluate and holistically rank a portfolio of multiple firms’ projects. While real options analysis adds value to the projects by hedging uncertainty and valuing flexibility in the decision-making process, multicriteria analysis allows ranking the projects through an Aggregate Quality function that synthesizes economic and social impacts such as gross domestic product and employment. The proposed approach divides the decision-making problem into three main areas that consider aspects related to decision makers’ preferences (behavioral area), data analysis (analytical area), and projects’ rankings (multicriteria analysis methods) based on the use of Preference Ranking Organization Methods for Enrichment Evaluations (PROMETHEE). A case example involving a portfolio of projects in state-owned energy companies discusses the benefits of the proposed methodology.

Suggested Citation

  • Hernandez-Perdomo, Elvis A. & Mun, Johnathan & Rocco S., Claudio M., 2017. "Active management in state-owned energy companies: Integrating a real options approach into multicriteria analysis to make companies sustainable," Applied Energy, Elsevier, vol. 195(C), pages 487-502.
  • Handle: RePEc:eee:appene:v:195:y:2017:i:c:p:487-502
    DOI: 10.1016/j.apenergy.2017.03.068
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    1. Michael C. Jensen, 2010. "Value Maximization, Stakeholder Theory, and the Corporate Objective Function," Journal of Applied Corporate Finance, Morgan Stanley, vol. 22(1), pages 32-42, January.
    2. Rocco S., Claudio M. & Hernandez, Elvis, 2015. "Robustness and sensitivity analysis in multiple criteria decision problems using rule learner techniques," Reliability Engineering and System Safety, Elsevier, vol. 134(C), pages 297-304.
    3. van Bekkum, Sjoerd & Pennings, Enrico & Smit, Han, 2009. "A real options perspective on R&D portfolio diversification," Research Policy, Elsevier, vol. 38(7), pages 1150-1158, September.
    4. Azevedo, Alcino & Paxson, Dean, 2014. "Developing real option game models," European Journal of Operational Research, Elsevier, vol. 237(3), pages 909-920.
    5. Goumas, M. & Lygerou, V., 2000. "An extension of the PROMETHEE method for decision making in fuzzy environment: Ranking of alternative energy exploitation projects," European Journal of Operational Research, Elsevier, vol. 123(3), pages 606-613, June.
    6. Kitzing, Lena & Juul, Nina & Drud, Michael & Boomsma, Trine Krogh, 2017. "A real options approach to analyse wind energy investments under different support schemes," Applied Energy, Elsevier, vol. 188(C), pages 83-96.
    7. Wang, Jingguo & Zionts, Stanley, 2008. "Negotiating wisely: Considerations based on MCDM/MAUT," European Journal of Operational Research, Elsevier, vol. 188(1), pages 191-205, July.
    8. Georgopoulou, E. & Lalas, D. & Papagiannakis, L., 1997. "A multicriteria decision aid approach for energy planning problems: The case of renewable energy option," European Journal of Operational Research, Elsevier, vol. 103(1), pages 38-54, November.
    9. Tavana, Madjid & Behzadian, Majid & Pirdashti, Mohsen & Pirdashti, Hasan, 2013. "A PROMETHEE-GDSS for oil and gas pipeline planning in the Caspian Sea basin," Energy Economics, Elsevier, vol. 36(C), pages 716-728.
    10. Cassimon, D. & De Backer, M. & Engelen, P.J. & Van Wouwe, M. & Yordanov, V., 2011. "Incorporating technical risk in compound real option models to value a pharmaceutical R&D licensing opportunity," Research Policy, Elsevier, vol. 40(9), pages 1200-1216.
    11. Cliville, Vincent & Berrah, Lamia & Mauris, Gilles, 2007. "Quantitative expression and aggregation of performance measurements based on the MACBETH multi-criteria method," International Journal of Production Economics, Elsevier, vol. 105(1), pages 171-189, January.
    12. G Angelou & A Economides, 2008. "A real options approach for prioritizing ICT business alternatives: a case study from broadband technology business field," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(10), pages 1340-1351, October.
    13. Cragg, Wesley, 2002. "Business Ethics and Stakeholder Theory," Business Ethics Quarterly, Cambridge University Press, vol. 12(2), pages 113-142, April.
    14. Jeong, Jaewook & Hong, Taehoon & Ji, Changyoon & Kim, Jimin & Lee, Minhyun & Jeong, Kwangbok & Koo, Choongwan, 2017. "Development of a prediction model for the cost saving potentials in implementing the building energy efficiency rating certification," Applied Energy, Elsevier, vol. 189(C), pages 257-270.
    15. Grant Allan & Peter Mcgregor & Kim Swales, 2011. "The Importance of Revenue Sharing for the Local Economic Impacts of a Renewable Energy Project: A Social Accounting Matrix Approach," Regional Studies, Taylor & Francis Journals, vol. 45(9), pages 1171-1186, March.
    16. Behzadian, Majid & Kazemzadeh, R.B. & Albadvi, A. & Aghdasi, M., 2010. "PROMETHEE: A comprehensive literature review on methodologies and applications," European Journal of Operational Research, Elsevier, vol. 200(1), pages 198-215, January.
    17. Pohekar, S. D. & Ramachandran, M., 2004. "Application of multi-criteria decision making to sustainable energy planning--A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 8(4), pages 365-381, August.
    18. Fausto Cavallaro & University of Molise, 2005. "An Integrated Multi-Criteria System to Assess Sustainable Energy Options: An Application of the Promethee Method," Working Papers 2005.22, Fondazione Eni Enrico Mattei.
    19. De Keyser, Wim & Peeters, Peter, 1996. "A note on the use of PROMETHEE multicriteria methods," European Journal of Operational Research, Elsevier, vol. 89(3), pages 457-461, March.
    20. Tervonen, Tommi & Lahdelma, Risto, 2007. "Implementing stochastic multicriteria acceptability analysis," European Journal of Operational Research, Elsevier, vol. 178(2), pages 500-513, April.
    21. Martínez Ceseña, E.A. & Mutale, J. & Rivas-Dávalos, F., 2013. "Real options theory applied to electricity generation projects: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 19(C), pages 573-581.
    22. Chatzimouratidis, Athanasios I. & Pilavachi, Petros A., 2009. "Sensitivity analysis of technological, economic and sustainability evaluation of power plants using the analytic hierarchy process," Energy Policy, Elsevier, vol. 37(3), pages 788-798, March.
    23. Lahdelma, Risto & Hokkanen, Joonas & Salminen, Pekka, 1998. "SMAA - Stochastic multiobjective acceptability analysis," European Journal of Operational Research, Elsevier, vol. 106(1), pages 137-143, April.
    24. Guedes, José & Santos, Pedro, 2016. "Valuing an offshore oil exploration and production project through real options analysis," Energy Economics, Elsevier, vol. 60(C), pages 377-386.
    25. Risto Lahdelma & Pekka Salminen, 2010. "Stochastic Multicriteria Acceptability Analysis (SMAA)," International Series in Operations Research & Management Science, in: Matthias Ehrgott & José Rui Figueira & Salvatore Greco (ed.), Trends in Multiple Criteria Decision Analysis, chapter 0, pages 285-315, Springer.
    26. Herreras Martínez, Sara & van Eijck, Janske & Pereira da Cunha, Marcelo & Guilhoto, Joaquim J.M. & Walter, Arnaldo & Faaij, Andre, 2013. "Analysis of socio-economic impacts of sustainable sugarcane–ethanol production by means of inter-regional Input–Output analysis: Demonstrated for Northeast Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 28(C), pages 290-316.
    27. Yoram Wind & Thomas L. Saaty, 1980. "Marketing Applications of the Analytic Hierarchy Process," Management Science, INFORMS, vol. 26(7), pages 641-658, July.
    28. Thomas L. Saaty, 2013. "The Modern Science of Multicriteria Decision Making and Its Practical Applications: The AHP/ANP Approach," Operations Research, INFORMS, vol. 61(5), pages 1101-1118, October.
    29. Salil Desai & Bopaya Bidanda & Michael R. Lovell, 2012. "Material and process selection in product design using decision-making technique (AHP)," European Journal of Industrial Engineering, Inderscience Enterprises Ltd, vol. 6(3), pages 322-346.
    30. Fuss, Sabine & Szolgayová, Jana, 2010. "Fuel price and technological uncertainty in a real options model for electricity planning," Applied Energy, Elsevier, vol. 87(9), pages 2938-2944, September.
    31. Kitapbayev, Yerkin & Moriarty, John & Mancarella, Pierluigi, 2015. "Stochastic control and real options valuation of thermal storage-enabled demand response from flexible district energy systems," Applied Energy, Elsevier, vol. 137(C), pages 823-831.
    32. Erik Dietzenbacher & Bart Los & Robert Stehrer & Marcel Timmer & Gaaitzen de Vries, 2013. "The Construction Of World Input-Output Tables In The Wiod Project," Economic Systems Research, Taylor & Francis Journals, vol. 25(1), pages 71-98, March.
    33. Opricovic, Serafim & Tzeng, Gwo-Hshiung, 2004. "Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS," European Journal of Operational Research, Elsevier, vol. 156(2), pages 445-455, July.
    34. Denis Bouyssou & Thierry Marchant & Marc Pirlot & Alexis Tsoukiàs & Philippe Vincke, 2006. "Evaluation and Decision Models with Multiple Criteria," International Series in Operations Research and Management Science, Springer, number 978-0-387-31099-2, December.
    35. Wei, Max & Patadia, Shana & Kammen, Daniel M., 2010. "Putting renewables and energy efficiency to work: How many jobs can the clean energy industry generate in the US?," Energy Policy, Elsevier, vol. 38(2), pages 919-931, February.
    36. Brito, Anderson J. & de Almeida, Adiel Teixeira & Mota, Caroline M.M., 2010. "A multicriteria model for risk sorting of natural gas pipelines based on ELECTRE TRI integrating Utility Theory," European Journal of Operational Research, Elsevier, vol. 200(3), pages 812-821, February.
    37. Diakoulaki, D. & Karangelis, F., 2007. "Multi-criteria decision analysis and cost-benefit analysis of alternative scenarios for the power generation sector in Greece," Renewable and Sustainable Energy Reviews, Elsevier, vol. 11(4), pages 716-727, May.
    38. Ghafghazi, S. & Sowlati, T. & Sokhansanj, S. & Melin, S., 2010. "A multicriteria approach to evaluate district heating system options," Applied Energy, Elsevier, vol. 87(4), pages 1134-1140, April.
    39. Chatzimouratidis, Athanasios I. & Pilavachi, Petros A., 2009. "Technological, economic and sustainability evaluation of power plants using the Analytic Hierarchy Process," Energy Policy, Elsevier, vol. 37(3), pages 778-787, March.
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