IDEAS home Printed from https://ideas.repec.org/a/eee/ejores/v199y2009i3p834-845.html
   My bibliography  Save this article

Structuring an MCDA model using SSM: A case study in energy efficiency

Author

Listed:
  • Neves, L.P.
  • Dias, L.C.
  • Antunes, C.H.
  • Martins, A.G.

Abstract

This work presents the use of a problem structuring method, Soft Systems Methodology (SSM), to structure a Multi-Criteria Decision Analysis (MCDA) model, aimed at appraising energy efficiency initiatives. SSM was useful to help defining clearly the decision problem context and the main actors involved, as well as to unveil the relevant objectives for each stakeholder. Keeney's Value Focused Thinking approach was then used to refine and structure the list of objectives according to the perspective of the main evaluators identified. In addition to describing this particular case study, this paper aims at providing some general guidelines on how SSM may facilitate the emergence of objectives for MCDA models.

Suggested Citation

  • Neves, L.P. & Dias, L.C. & Antunes, C.H. & Martins, A.G., 2009. "Structuring an MCDA model using SSM: A case study in energy efficiency," European Journal of Operational Research, Elsevier, vol. 199(3), pages 834-845, December.
    • Handle: RePEc:eee:ejores:v:199:y:2009:i:3:p:834-845
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0377-2217(09)00203-3
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Bana e Costa, Carlos A. & Ensslin, Leonardo & Correa, Emerson C. & Vansnick, Jean-Claude, 1999. "Decision Support Systems in action: Integrated application in a multicriteria decision aid process," European Journal of Operational Research, Elsevier, vol. 113(2), pages 315-335, March.
    2. Krewitt, Wolfram, 2002. "External costs of energy--do the answers match the questions?: Looking back at 10 years of ExternE," Energy Policy, Elsevier, vol. 30(10), pages 839-848, August.
    3. L M P Neves & A G Martins & C H Antunes & L C Dias, 2004. "Using SSM to rethink the analysis of energy efficiency initiatives," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 55(9), pages 968-975, September.
    4. Clinch, J. Peter & Healy, John D., 2001. "Cost-benefit analysis of domestic energy efficiency," Energy Policy, Elsevier, vol. 29(2), pages 113-124, January.
    5. Neves, Lui­s Pires & Martins, António Gomes & Antunes, Carlos Henggeler & Dias, Lui­s Cândido, 2008. "A multi-criteria decision approach to sorting actions for promoting energy efficiency," Energy Policy, Elsevier, vol. 36(7), pages 2351-2363, July.
    6. G Montibeller & V Belton & F Ackermann & L Ensslin, 2008. "Reasoning maps for decision aid: an integrated approach for problem-structuring and multi-criteria evaluation," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(5), pages 575-589, May.
    7. Ralph L. Keeney & Timothy L. McDaniels, 1999. "Identifying and Structuring Values to Guide Integrated Resource Planning at BC Gas," Operations Research, INFORMS, vol. 47(5), pages 651-662, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Cayir Ervural, Beyzanur & Zaim, Selim & Delen, Dursun, 2018. "A two-stage analytical approach to assess sustainable energy efficiency," Energy, Elsevier, vol. 164(C), pages 822-836.
    2. Haydt, Gustavo & Leal, Vítor & Dias, Luís, 2013. "Uncovering the multiple objectives behind national energy efficiency planning," Energy Policy, Elsevier, vol. 54(C), pages 230-239.
    3. Mingers, John, 2011. "Soft OR comes of age--but not everywhere!," Omega, Elsevier, vol. 39(6), pages 729-741, December.
    4. Tim H¨ofer & Rüdiger von Nitzsch & Reinhard Madlener, 2020. "Using Value-Focused Thinking and Multicriteria Decision Making to Evaluate Energy Transition Alternatives," Decision Analysis, INFORMS, vol. 17(4), pages 330-355, December.
    5. Georgia Makridou, Kostas Andriosopoulos, Michael Doumpos, and Constantin Zopounidis, 2015. "A Two-stage approach for energy efficiency analysis in European Union countries," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2).
    6. Dias, Luis C. & Antunes, Carlos Henggeler & Dantas, Guilherme & de Castro, Nivalde & Zamboni, Lucca, 2018. "A multi-criteria approach to sort and rank policies based on Delphi qualitative assessments and ELECTRE TRI: The case of smart grids in Brazil," Omega, Elsevier, vol. 76(C), pages 100-111.
    7. Cuoghi, Kaio Guilherme & Leoneti, Alexandre Bevilacqua, 2019. "A group MCDA method for aiding decision-making of complex problems in public sector: The case of Belo Monte Dam," Socio-Economic Planning Sciences, Elsevier, vol. 68(C).
    8. G Montibeller & L A Franco, 2011. "Raising the bar: strategic multi-criteria decision analysis," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(5), pages 855-867, May.
    9. Haag, Fridolin & Zürcher, Sara & Lienert, Judit, 2019. "Enhancing the elicitation of diverse decision objectives for public planning," European Journal of Operational Research, Elsevier, vol. 279(3), pages 912-928.
    10. Mirakyan, Atom & De Guio, Roland, 2013. "Integrated energy planning in cities and territories: A review of methods and tools," Renewable and Sustainable Energy Reviews, Elsevier, vol. 22(C), pages 289-297.
    11. Chen-Hui Chou & Gin-Shuh Liang & Hung-Chung Chang, 2013. "A fuzzy AHP approach based on the concept of possibility extent," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(1), pages 1-14, January.
    12. Lucas Miguel Alencar Correia & Jonhatan Magno Norte Silva & Wilza Karla Leite & Ruan Eduardo Carneiro Lucas & Geraldo Alves Colaço, 2022. "A multicriteria decision model to rank workstations in a footwear industry based on a FITradeoff-ranking method for ergonomics interventions," Operational Research, Springer, vol. 22(4), pages 3335-3371, September.
    13. Haydt, Gustavo & Leal, Vítor & Dias, Luís, 2014. "A multi-objective approach for developing national energy efficiency plans," Energy Policy, Elsevier, vol. 67(C), pages 16-27.
    14. Barfod, Michael Bruhn, 2012. "An MCDA approach for the selection of bike projects based on structuring and appraising activities," European Journal of Operational Research, Elsevier, vol. 218(3), pages 810-818.
    15. Yen-Cheng Chen & Tung-Han Yu & Pei-Ling Tsui & Ching-Sung Lee, 2014. "A fuzzy AHP approach to construct international hotel spa atmosphere evaluation model," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(2), pages 645-657, March.
    16. Doukas, Haris, 2013. "Modelling of linguistic variables in multicriteria energy policy support," European Journal of Operational Research, Elsevier, vol. 227(2), pages 227-238.
    17. Faramondi, Luca & Oliva, Gabriele & Setola, Roberto & Bozóki, Sándor, 2023. "Robustness to rank reversal in pairwise comparison matrices based on uncertainty bounds," European Journal of Operational Research, Elsevier, vol. 304(2), pages 676-688.
    18. Payam Hanafizadeh & Mohammad Mehrabioun, 2018. "Application of SSM in tackling problematical situations from academicians’ viewpoints," Systemic Practice and Action Research, Springer, vol. 31(2), pages 179-220, April.
    19. Francesca Ziller, 2014. "Integrated Assessment for a Sustainable Valorization Project," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2014(1 Suppl.), pages 71-92.
    20. Kan Wang & Yunpeng Zhang & Li Lei & Shuai Qiu, 2021. "Evaluation on the Efficiency of LED Energy Enterprises in China by Employing the DEA Model," Mathematics, MDPI, vol. 9(19), pages 1-21, September.
    21. Temitope Adeyemi-Kayode & Sanjay Misra & Hope Orovwode & Anthony Adoghe, 2022. "Modeling the Next Decade of Energy Sustainability: A Case of a Developing Country," Energies, MDPI, vol. 15(14), pages 1-19, July.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Neves, Lui­s Pires & Martins, António Gomes & Antunes, Carlos Henggeler & Dias, Lui­s Cândido, 2008. "A multi-criteria decision approach to sorting actions for promoting energy efficiency," Energy Policy, Elsevier, vol. 36(7), pages 2351-2363, July.
    2. Maria Franca Norese & Diana Rolando & Rocco Curto, 2023. "DIKEDOC: a multicriteria methodology to organise and communicate knowledge," Annals of Operations Research, Springer, vol. 325(2), pages 1049-1082, June.
    3. Gomes, Luís S. & Santos, Sérgio P. & Coelho, Luís Serra & Rebelo, Efigénio L., 2023. "Using MCDA to assist an Intermunicipal community develop a resilience strategy in face of the pandemic caused by the SARS-CoV-2," Socio-Economic Planning Sciences, Elsevier, vol. 87(PB).
    4. Dimitrios Gouglas & Kendall Hoyt & Elizabeth Peacocke & Aristidis Kaloudis & Trygve Ottersen & John-Arne Røttingen, 2019. "Setting Strategic Objectives for the Coalition for Epidemic Preparedness Innovations: An Exploratory Decision Analysis Process," Service Science, INFORMS, vol. 49(6), pages 430-446, November.
    5. Strantzali, Eleni & Aravossis, Konstantinos, 2016. "Decision making in renewable energy investments: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 885-898.
    6. F A F Ferreira & S P Santos & P M M Rodrigues, 2011. "Adding value to bank branch performance evaluation using cognitive maps and MCDA: a case study," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(7), pages 1320-1333, July.
    7. Rodrigues, Teresa C. & Montibeller, Gilberto & Oliveira, Mónica D. & Bana e Costa, Carlos A., 2017. "Modelling multicriteria value interactions with Reasoning Maps," European Journal of Operational Research, Elsevier, vol. 258(3), pages 1054-1071.
    8. Lucas Miguel Alencar Correia & Jonhatan Magno Norte Silva & Wilza Karla Leite & Ruan Eduardo Carneiro Lucas & Geraldo Alves Colaço, 2022. "A multicriteria decision model to rank workstations in a footwear industry based on a FITradeoff-ranking method for ergonomics interventions," Operational Research, Springer, vol. 22(4), pages 3335-3371, September.
    9. D B O'Brien & C M Brugha, 2010. "Adapting and refining in multi-criteria decision-making," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(5), pages 756-767, May.
    10. Franco, L. Alberto & Montibeller, Gilberto, 2010. "Facilitated modelling in operational research," European Journal of Operational Research, Elsevier, vol. 205(3), pages 489-500, September.
    11. Tommi Gustafsson & Ahti Salo & Ramakrishnan Ramanathan, 2003. "Multicriteria methods for technology foresight," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 22(2-3), pages 235-255.
    12. Jean-Charles Billaut & Denis Bouyssou & Philippe Vincke, 2010. "Should you believe in the Shanghai ranking?," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(1), pages 237-263, July.
    13. Ensslin, Leonardo & Dezem, Vinicius & Dutra, Ademar & Ensslin, Sandra R. & Somensi, Karine, 2017. "Management support for agricultural enterprises: a case study for a fruit-producing company," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 20(4), March.
    14. Collins, Matthew & Dempsey, Seraphim & Curtis, John, 2017. "Financial incentives for residential energy efficiency investments in Ireland: Should the status quo be maintained?," Papers WP562, Economic and Social Research Institute (ESRI).
    15. Tsoukias, Alexis, 2008. "From decision theory to decision aiding methodology," European Journal of Operational Research, Elsevier, vol. 187(1), pages 138-161, May.
    16. Ortega, Margarita & del Río, Pablo & Montero, Eduardo A., 2013. "Assessing the benefits and costs of renewable electricity. The Spanish case," Renewable and Sustainable Energy Reviews, Elsevier, vol. 27(C), pages 294-304.
    17. Verbruggen, Aviel, 2009. "Performance evaluation of renewable energy support policies, applied on Flanders' tradable certificates system," Energy Policy, Elsevier, vol. 37(4), pages 1385-1394, April.
    18. Carayannis, Elias G. & Ferreira, Fernando A.F. & Bento, Paulo & Ferreira, João J.M. & Jalali, Marjan S. & Fernandes, Bernardo M.Q., 2018. "Developing a socio-technical evaluation index for tourist destination competitiveness using cognitive mapping and MCDA," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 147-158.
    19. Yushchenko, Alisa & Patel, Martin Kumar, 2017. "Cost-effectiveness of energy efficiency programs: How to better understand and improve from multiple stakeholder perspectives?," Energy Policy, Elsevier, vol. 108(C), pages 538-550.
    20. Kaiser, Mark J. & Pulsipher, Allan G. & Baumann, Robert H., 2004. "The potential economic and environmental impact of a Public Benefit Fund in Louisiana," Energy Policy, Elsevier, vol. 32(2), pages 191-206, January.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ejores:v:199:y:2009:i:3:p:834-845. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eor .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.