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Biases in multicriteria decision analysis: The case of environmental planning in Southern Nevada

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  • Josephine Gatti Schafer
  • Caleb T Gallemore

Abstract

Multicriteria decision analysis is a decision support aid touted for its ability to help participants overcome bias and make holistic assessments. However, few offer empirical tests of this thesis. This research examines the use of multicriteria decision analysis to implement the Southern Nevada Public Lands Management Act. The Act called upon federal, regional, and local agencies to develop a connected system of parks, trails, and natural areas throughout Nevada. The partners used multicriteria decision analysis to make decisions about which parks, trails, and natural areas projects to fund. We assess the extent of political and cognitive biases among the participants when using the multicriteria decision analysis process. We find no strong evidence of strategic behavior, a finding that highlights many of the celebratory claims made about multicriteria decision analysis. However, we also note a preference for projects adjacent to high-income areas as well as the presence of cognitive biases in the assignment of scores to projects.

Suggested Citation

  • Josephine Gatti Schafer & Caleb T Gallemore, 2016. "Biases in multicriteria decision analysis: The case of environmental planning in Southern Nevada," Environment and Planning C, , vol. 34(8), pages 1652-1675, December.
  • Handle: RePEc:sae:envirc:v:34:y:2016:i:8:p:1652-1675
    DOI: 10.1177/0263774X16629675
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    as
    1. Charles M. Tiebout, 1956. "A Pure Theory of Local Expenditures," Journal of Political Economy, University of Chicago Press, vol. 64, pages 416-416.
    2. Archon Fung & Erik Olin Wright, 2001. "Deepening Democracy: Innovations in Empowered Participatory Governance," Politics & Society, , vol. 29(1), pages 5-41, March.
    3. A. M. Geoffrion & J. S. Dyer & A. Feinberg, 1972. "An Interactive Approach for Multi-Criterion Optimization, with an Application to the Operation of an Academic Department," Management Science, INFORMS, vol. 19(4-Part-1), pages 357-368, December.
    4. Rudolf Vetschera, 2005. "Strategic Manipulation of Preference Information in Multi-Criteria Group Decision Methods," Group Decision and Negotiation, Springer, vol. 14(5), pages 393-414, September.
    5. De Brucker, Klaas & Macharis, Cathy & Verbeke, Alain, 2013. "Multi-criteria analysis and the resolution of sustainable development dilemmas: A stakeholder management approach," European Journal of Operational Research, Elsevier, vol. 224(1), pages 122-131.
    6. Bennett, Jeffrey W., 2005. "Australasian environmental economics: contributions, conflicts and ‘cop-outs’," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 49(3), pages 1-19.
    7. Martijn J. Burger & Bert van der Knaap & Ronald S. Wall, 2013. "Revealed competition for greenfield investments between European regions," Journal of Economic Geography, Oxford University Press, vol. 13(4), pages 619-648, July.
    8. Alan Beggs & Kathryn Graddy, 2009. "Anchoring Effects: Evidence from Art Auctions," American Economic Review, American Economic Association, vol. 99(3), pages 1027-1039, June.
    9. JosÉ Figueira & Salvatore Greco & Matthias Ehrogott, 2005. "Multiple Criteria Decision Analysis: State of the Art Surveys," International Series in Operations Research and Management Science, Springer, number 978-0-387-23081-8, September.
    10. Munda, Giuseppe, 2004. "Social multi-criteria evaluation: Methodological foundations and operational consequences," European Journal of Operational Research, Elsevier, vol. 158(3), pages 662-677, November.
    11. Silvia Ferrari & Francisco Cribari-Neto, 2004. "Beta Regression for Modelling Rates and Proportions," Journal of Applied Statistics, Taylor & Francis Journals, vol. 31(7), pages 799-815.
    12. Bernard Roy, 2005. "Paradigms and Challenges," International Series in Operations Research & Management Science, in: Multiple Criteria Decision Analysis: State of the Art Surveys, chapter 0, pages 3-24, Springer.
    13. Valerie Belton & Theodor Stewart, 2010. "Problem Structuring and Multiple Criteria Decision Analysis," 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 209-239, Springer.
    14. Espinheira, Patri­cia L. & Ferrari, Silvia L.P. & Cribari-Neto, Francisco, 2008. "Influence diagnostics in beta regression," Computational Statistics & Data Analysis, Elsevier, vol. 52(9), pages 4417-4431, May.
    15. Jason Byrne & Jennifer Wolch & Jin Zhang, 2009. "Planning for environmental justice in an urban national park," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 52(3), pages 365-392.
    16. A Morton & B Fasolo, 2009. "Behavioural decision theory for multi-criteria decision analysis: a guided tour," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(2), pages 268-275, February.
    17. Melvin F. Shakun, 2001. "Unbounded Rationality," Group Decision and Negotiation, Springer, vol. 10(2), pages 97-118, March.
    18. Stefan A. Hajkowicz, 2012. "For the Greater Good? A Test for Strategic Bias in Group Environmental Decisions," Group Decision and Negotiation, Springer, vol. 21(3), pages 331-344, May.
    19. Benson, Earl D & Hansen, Julia L. & Schwartz Jr., Arthur & Smersh, Greg T., 1998. "Pricing Residential Amenities: The Value of a View," The Journal of Real Estate Finance and Economics, Springer, vol. 16(1), pages 55-73, January.
    20. 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.
    21. Cribari-Neto, Francisco & Zeileis, Achim, 2010. "Beta Regression in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 34(i02).
    22. Aidan While & David Gibbs & Andrew E G Jonas, 2013. "The Competition State, City-Regions, and the Territorial Politics of Growth Facilitation," Environment and Planning A, , vol. 45(10), pages 2379-2398, October.
    23. Anderson, Soren T. & West, Sarah E., 2006. "Open space, residential property values, and spatial context," Regional Science and Urban Economics, Elsevier, vol. 36(6), pages 773-789, November.
    24. Mark Lubell & Richard C. Feiock & Edgar E. Ramirez De La Cruz, 2009. "Local Institutions and the Politics of Urban Growth," American Journal of Political Science, John Wiley & Sons, vol. 53(3), pages 649-665, July.
    25. 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.
    26. Northcraft, Gregory B. & Neale, Margaret A., 1987. "Experts, amateurs, and real estate: An anchoring-and-adjustment perspective on property pricing decisions," Organizational Behavior and Human Decision Processes, Elsevier, vol. 39(1), pages 84-97, February.
    27. Jeroen C.J.M. van den Bergh (ed.), 1999. "Handbook of Environmental and Resource Economics," Books, Edward Elgar Publishing, number 801.
    28. Kahneman, Daniel, 1992. "Reference points, anchors, norms, and mixed feelings," Organizational Behavior and Human Decision Processes, Elsevier, vol. 51(2), pages 296-312, March.
    29. Stanley Zionts & Jyrki Wallenius, 1983. "An Interactive Multiple Objective Linear Programming Method for a Class of Underlying Nonlinear Utility Functions," Management Science, INFORMS, vol. 29(5), pages 519-529, May.
    30. Estévez, Rodrigo A. & Gelcich, Stefan, 2015. "Participative multi-criteria decision analysis in marine management and conservation: Research progress and the challenge of integrating value judgments and uncertainty," Marine Policy, Elsevier, vol. 61(C), pages 1-7.
    31. 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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