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On the importance of behavioral operational research: The case of understanding and communicating about dynamic systems

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  • Hämäläinen, Raimo P.
  • Luoma, Jukka
  • Saarinen, Esa

Abstract

We point out the need for Behavioral Operational Research (BOR) in advancing the practice of OR. So far, in OR behavioral phenomena have been acknowledged only in behavioral decision theory but behavioral issues are always present when supporting human problem solving by modeling. Behavioral effects can relate to the group interaction and communication when facilitating with OR models as well as to the possibility of procedural mistakes and cognitive biases. As an illustrative example we use well known system dynamics studies related to the understanding of accumulation. We show that one gets completely opposite results depending on the way the phenomenon is described and how the questions are phrased and graphs used. The results suggest that OR processes are highly sensitive to various behavioral effects. As a result, we need to pay attention to the way we communicate about models as they are being increasingly used in addressing important problems like climate change.

Suggested Citation

  • Hämäläinen, Raimo P. & Luoma, Jukka & Saarinen, Esa, 2013. "On the importance of behavioral operational research: The case of understanding and communicating about dynamic systems," European Journal of Operational Research, Elsevier, vol. 228(3), pages 623-634.
  • Handle: RePEc:eee:ejores:v:228:y:2013:i:3:p:623-634
    DOI: 10.1016/j.ejor.2013.02.001
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    as
    1. Mirko Kremer & Brent Moritz & Enno Siemsen, 2011. "Demand Forecasting Behavior: System Neglect and Change Detection," Management Science, INFORMS, vol. 57(10), pages 1827-1843, October.
    2. R J Ormerod, 2008. "The transformation competence perspective," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(11), pages 1435-1448, November.
    3. Eden, Colin, 2004. "Analyzing cognitive maps to help structure issues or problems," European Journal of Operational Research, Elsevier, vol. 159(3), pages 673-686, December.
    4. Le Menestrel, Marc & Van Wassenhove, Luk N., 2004. "Ethics outside, within, or beyond OR models?," European Journal of Operational Research, Elsevier, vol. 153(2), pages 477-484, March.
    5. Cronin, Matthew A. & Gonzalez, Cleotilde & Sterman, John D., 2009. "Why don't well-educated adults understand accumulation? A challenge to researchers, educators, and citizens," Organizational Behavior and Human Decision Processes, Elsevier, vol. 108(1), pages 116-130, January.
    6. Herbert Simon, 2000. "Bounded rationality in social science: Today and tomorrow," Mind & Society: Cognitive Studies in Economics and Social Sciences, Springer;Fondazione Rosselli, vol. 1(1), pages 25-39, March.
    7. Franco, L. Alberto & Rouwette, Etienne A.J.A., 2011. "Decision development in facilitated modelling workshops," European Journal of Operational Research, Elsevier, vol. 212(1), pages 164-178, July.
    8. John D. Sterman, 1987. "Testing Behavioral Simulation Models by Direct Experiment," Management Science, INFORMS, vol. 33(12), pages 1572-1592, December.
    9. Sally Brailsford & Paul Harper & Duncan Shaw, 2009. "Milestones in OR," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(1), pages 1-4, May.
    10. Bell, Michelle L. & Hobbs, Benjamin F. & Ellis, Hugh, 2003. "The use of multi-criteria decision-making methods in the integrated assessment of climate change: implications for IA practitioners," Socio-Economic Planning Sciences, Elsevier, vol. 37(4), pages 289-316, December.
    11. Robert H. Doktor & William F. Hamilton, 1973. "Cognitive Style and the Acceptance of Management Science Recommendations," Management Science, INFORMS, vol. 19(8), pages 884-894, April.
    12. Lu, Hsi-Peng & Yu, Huei-Ju & Lu, Simon S. K., 2001. "The effects of cognitive style and model type on DSS acceptance: An empirical study," European Journal of Operational Research, Elsevier, vol. 131(3), pages 649-663, June.
    13. John D. Sterman, 1989. "Modeling Managerial Behavior: Misperceptions of Feedback in a Dynamic Decision Making Experiment," Management Science, INFORMS, vol. 35(3), pages 321-339, March.
    14. Herbert A. Simon, 1996. "The Sciences of the Artificial, 3rd Edition," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262691914, December.
    15. Keys, P., 1997. "Approaches to understanding the process of OR: Review, critique and extension," Omega, Elsevier, vol. 25(1), pages 1-13, February.
    16. Loch, Christoph H. & Wu, Yaozhong, 2007. "Behavioral Operations Management," Foundations and Trends(R) in Technology, Information and Operations Management, now publishers, vol. 1(3), pages 121-232, December.
    17. Mingers, John & Rosenhead, Jonathan, 2004. "Problem structuring methods in action," European Journal of Operational Research, Elsevier, vol. 152(3), pages 530-554, February.
    18. Corbett, Charles J. & Overmeer, Willem J. A. M. & Van Wassenhove, Luk N., 1995. "Strands of practice in OR (the practitioner's dilemma)," European Journal of Operational Research, Elsevier, vol. 87(3), pages 484-499, December.
    19. C Eden & F Ackermann, 2006. "Where next for problem structuring methods," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(7), pages 766-768, July.
    20. Brocklesby, John, 2009. "Ethics beyond the model: How social dynamics can interfere with ethical practice in operational research/management science," Omega, Elsevier, vol. 37(6), pages 1073-1082, December.
    21. Franco, L. Alberto & Montibeller, Gilberto, 2010. "Facilitated modelling in operational research," European Journal of Operational Research, Elsevier, vol. 205(3), pages 489-500, September.
    22. M C Jackson, 2009. "Fifty years of systems thinking for management," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(1), pages 24-32, May.
    23. Le Menestrel, Marc & Van Wassenhove, Luk N., 2009. "Ethics in Operations Research and Management Sciences: A never-ending effort to combine rigor and passion," Omega, Elsevier, vol. 37(6), pages 1039-1043, December.
    24. Hau L. Lee & V. Padmanabhan & Seungjin Whang, 1997. "Information Distortion in a Supply Chain: The Bullwhip Effect," Management Science, INFORMS, vol. 43(4), pages 546-558, April.
    25. Silva, C.A. & Sousa, J.M.C. & Runkler, T.A. & Sá da Costa, J.M.G., 2009. "Distributed supply chain management using ant colony optimization," European Journal of Operational Research, Elsevier, vol. 199(2), pages 349-358, December.
    26. Landry, Maurice & Oral, Muhittin, 1993. "In search of a valid view of model validation for operations research," European Journal of Operational Research, Elsevier, vol. 66(2), pages 161-167, April.
    27. Milch, Kerry F. & Weber, Elke U. & Appelt, Kirstin C. & Handgraaf, Michel J.J. & Krantz, David H., 2009. "From individual preference construction to group decisions: Framing effects and group processes," Organizational Behavior and Human Decision Processes, Elsevier, vol. 108(2), pages 242-255, March.
    28. Tallys H. Yunes & Dominic Napolitano & Alan Scheller-Wolf & Sridhar Tayur, 2007. "Building Efficient Product Portfolios at John Deere and Company," Operations Research, INFORMS, vol. 55(4), pages 615-629, August.
    29. Richard Richels, 1981. "Building Good Models is Not Enough," Interfaces, INFORMS, vol. 11(4), pages 48-54, August.
    30. Daniel Kahneman, 2003. "Maps of Bounded Rationality: Psychology for Behavioral Economics," American Economic Review, American Economic Association, vol. 93(5), pages 1449-1475, December.
    31. Kleinmuntz, Don N. & Thomas, James B., 1987. "The value of action and inference in dynamic decision making," Organizational Behavior and Human Decision Processes, Elsevier, vol. 39(3), pages 341-364, June.
    32. Mingers, John, 2011. "Soft OR comes of age--but not everywhere!," Omega, Elsevier, vol. 39(6), pages 729-741, December.
    33. Etienne Rouwette & Ingrid Bastings & Hans Blokker, 2011. "A Comparison of Group Model Building and Strategic Options Development and Analysis," Group Decision and Negotiation, Springer, vol. 20(6), pages 781-803, November.
    34. Sieck, Winston & Yates, J. Frank, 1997. "Exposition Effects on Decision Making: Choice and Confidence in Choice," Organizational Behavior and Human Decision Processes, Elsevier, vol. 70(3), pages 207-219, June.
    35. Francesca Gino & Gary Pisano, 2008. "Toward a Theory of Behavioral Operations," Manufacturing & Service Operations Management, INFORMS, vol. 10(4), pages 676-691, March.
    36. Mingers, John & Brocklesby, John, 1997. "Multimethodology: Towards a framework for mixing methodologies," Omega, Elsevier, vol. 25(5), pages 489-509, October.
    37. Don N. Kleinmuntz, 1985. "Cognitive Heuristics and Feedback in a Dynamic Decision Environment," Management Science, INFORMS, vol. 31(6), pages 680-702, June.
    38. J Mingers & W Liu & W Meng, 2009. "Using SSM to structure the identification of inputs and outputs in DEA," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(2), pages 168-179, February.
    39. Sterman, John D., 1989. "Misperceptions of feedback in dynamic decision making," Organizational Behavior and Human Decision Processes, Elsevier, vol. 43(3), pages 301-335, June.
    40. Levin, Irwin P. & Schneider, Sandra L. & Gaeth, Gary J., 1998. "All Frames Are Not Created Equal: A Typology and Critical Analysis of Framing Effects," Organizational Behavior and Human Decision Processes, Elsevier, vol. 76(2), pages 149-188, November.
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