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Extending the use of scenario planning and MCDA for the evaluation of strategic options

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  • Ram, Camelia
  • Montibeller, Gilberto
  • Morton, Alec

Abstract

Multi-criteria decision analysis (MCDA) is well equipped to deal with conflicting, qualitative objectives when evaluating strategic options. Scenario planning provides a framework for confronting uncertainty, which MCDA lacks. Integration of these methods offers various advantages, yet its effective application in evaluating strategic options would benefit from scenarios that reflect a larger number of wide-ranging scenarios developed in a time-efficient manner, as well as incorporation of MCDA measures that inform within and across scenario comparison of options. The main contribution of this paper is to illustrate how a more diverse set of scenarios could be developed quickly, and to investigate how regret could be used to facilitate comparison of options. First, the reasons for these two areas of development are elaborated with respect to existing techniques. The impacts of applying the proposed method in practice are then assessed through a case study involving food security in Trinidad and Tobago. The paper concludes with a discussion of findings and areas for further research.

Suggested Citation

  • Ram, Camelia & Montibeller, Gilberto & Morton, Alec, 2011. "Extending the use of scenario planning and MCDA for the evaluation of strategic options," LSE Research Online Documents on Economics 32215, London School of Economics and Political Science, LSE Library.
    • Handle: RePEc:ehl:lserod:32215
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    File URL: http://eprints.lse.ac.uk/32215/
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    1. Robert J. Lempert & David G. Groves & Steven W. Popper & Steve C. Bankes, 2006. "A General, Analytic Method for Generating Robust Strategies and Narrative Scenarios," Management Science, INFORMS, vol. 52(4), pages 514-528, April.
    2. T Ritchey, 2006. "Problem structuring using computer-aided morphological analysis," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(7), pages 792-801, July.
    3. Keeney,Ralph L. & Raiffa,Howard, 1993. "Decisions with Multiple Objectives," Cambridge Books, Cambridge University Press, number 9780521438834.
    4. Ronald A. Howard, 1988. "Decision Analysis: Practice and Promise," Management Science, INFORMS, vol. 34(6), pages 679-695, June.
    5. C Eden & F Ackermann & J M Bryson & G P Richardson & D F Andersen & C B Finn, 2009. "Integrating modes of policy analysis and strategic management practice: requisite elements and dilemmas," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(1), pages 2-13, January.
    6. Theodor J Stewart, 2005. "Dealing with Uncertainties in MCDA," International Series in Operations Research & Management Science, in: Multiple Criteria Decision Analysis: State of the Art Surveys, chapter 0, pages 445-466, Springer.
    7. Schilling, David A. & Revelle, Charles & Cohon, Jared, 1983. "An approach to the display and analysis of multiobjective problems," Socio-Economic Planning Sciences, Elsevier, vol. 17(2), pages 57-63.
    8. Paul Goodwin & George Wright, 2001. "Enhancing Strategy Evaluation in Scenario Planning: a Role for Decision Analysis," Journal of Management Studies, Wiley Blackwell, vol. 38(1), pages 1-16, January.
    9. Roy, Bernard, 2010. "Robustness in operational research and decision aiding: A multi-faceted issue," European Journal of Operational Research, Elsevier, vol. 200(3), pages 629-638, February.
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    Cited by:

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    More about this item

    Keywords

    decision analysis; strategic planning; scenario;
    All these keywords.

    JEL classification:

    • J50 - Labor and Demographic Economics - - Labor-Management Relations, Trade Unions, and Collective Bargaining - - - General

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