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Uncovering unknown unknowns: Towards a Baconian approach to management decision-making

Listed author(s):
  • Feduzi, Alberto
  • Runde, Jochen
Registered author(s):

    Bayesian decision theory and inference have left a deep and indelible mark on the literature on management decision-making. There is however an important issue that the machinery of classical Bayesianism is ill equipped to deal with, that of “unknown unknowns” or, in the cases in which they are actualised, what are sometimes called “Black Swans”. This issue is closely related to the problems of constructing an appropriate state space under conditions of deficient foresight about what the future might hold, and our aim is to develop a theory and some of the practicalities of state space elaboration that addresses these problems. Building on ideas originally put forward by Bacon (1620), we show how our approach can be used to build and explore the state space, how it may reduce the extent to which organisations are blindsided by Black Swans, and how it ameliorates various well-known cognitive biases.

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    File URL: http://www.sciencedirect.com/science/article/pii/S0749597814000302
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    Article provided by Elsevier in its journal Organizational Behavior and Human Decision Processes.

    Volume (Year): 124 (2014)
    Issue (Month): 2 ()
    Pages: 268-283

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    Handle: RePEc:eee:jobhdp:v:124:y:2014:i:2:p:268-283
    DOI: 10.1016/j.obhdp.2014.04.001
    Contact details of provider: Web page: http://www.elsevier.com/locate/obhdp

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    1. Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, Oxford University Press, vol. 69(1), pages 99-118.
    2. Anonymous, 1958. "Conference Organisation and Arrangements-A Review," Indian Journal of Agricultural Economics, Indian Society of Agricultural Economics, vol. 13(4).
    3. Michael T. Pich & Christoph H. Loch & Arnoud De Meyer, 2002. "On Uncertainty, Ambiguity, and Complexity in Project Management," Management Science, INFORMS, vol. 48(8), pages 1008-1023, August.
    4. Grether, David M., 1992. "Testing bayes rule and the representativeness heuristic: Some experimental evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 17(1), pages 31-57, January.
    5. Itzhak Gilboa & David Schmeidler, 1995. "Case-Based Decision Theory," The Quarterly Journal of Economics, Oxford University Press, vol. 110(3), pages 605-639.
    6. Daniel Kahneman & Dan Lovallo, 1993. "Timid Choices and Bold Forecasts: A Cognitive Perspective on Risk Taking," Management Science, INFORMS, vol. 39(1), pages 17-31, January.
    7. Holt, Charles A. & Smith, Angela M., 2009. "An update on Bayesian updating," Journal of Economic Behavior & Organization, Elsevier, vol. 69(2), pages 125-134, February.
    8. Kahneman, Daniel & Tversky, Amos, 1979. "Prospect Theory: An Analysis of Decision under Risk," Econometrica, Econometric Society, vol. 47(2), pages 263-291, March.
    9. Tony Lawson, 2012. "Ontology and the study of social reality: emergence, organisation, community, power, social relations, corporations, artefacts and money," Cambridge Journal of Economics, Oxford University Press, vol. 36(2), pages 345-385.
    10. N. G. P. Krausz, 1958. "Corporate Organization of Family Farms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 40(5), pages 1624-1633.
    11. Daniel A. Levinthal, 1997. "Adaptation on Rugged Landscapes," Management Science, INFORMS, vol. 43(7), pages 934-950, July.
    12. Svenja Sommer & Christoph H. Loch & Jing Dong, 2009. "Managing Complexity and Unforeseeable Uncertainty in Startup Companies: an Empirical Study," Post-Print hal-00491684, HAL.
    13. Simon, Herbert A, 1979. "Rational Decision Making in Business Organizations," American Economic Review, American Economic Association, vol. 69(4), pages 493-513, September.
    14. David M. Grether, 1980. "Bayes Rule as a Descriptive Model: The Representativeness Heuristic," The Quarterly Journal of Economics, Oxford University Press, vol. 95(3), pages 537-557.
    15. Svenja C. Sommer & Christoph H. Loch, 2004. "Selectionism and Learning in Projects with Complexity and Unforeseeable Uncertainty," Management Science, INFORMS, vol. 50(10), pages 1334-1347, October.
    16. Camerer, Colin F, 1987. "Do Biases in Probability Judgment Matter in Markets? Experimental Evidence," American Economic Review, American Economic Association, vol. 77(5), pages 981-997, December.
    17. Giovanni Gavetti & Daniel Levinthal, 2001. "Bringing Cognition Back In and Moving Forward," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 5(3), pages 213-216, September.
    18. Gettys, Charles F. & Pliske, Rebecca M. & Manning, Carol & Casey, Jeff T., 1987. "An evaluation of human act generation performance," Organizational Behavior and Human Decision Processes, Elsevier, vol. 39(1), pages 23-51, February.
    19. Jerker Denrell & Christina Fang & Sidney Winter, 2003. "The Economics of Strategic Opportunity," LEM Papers Series 2003/10, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    20. Ramsey, Frank P., 1926. "Truth and Probability," Histoy of Economic Thought Chapters,in: Braithwaite, R. B. (ed.), The Foundations of Mathematics and other Logical Essays, chapter 7, pages 156-198 McMaster University Archive for the History of Economic Thought.
    21. Robert A. Baron & Michael D. Ensley, 2006. "Opportunity Recognition as the Detection of Meaningful Patterns: Evidence from Comparisons of Novice and Experienced Entrepreneurs," Management Science, INFORMS, vol. 52(9), pages 1331-1344, September.
    22. James G. March & Zur Shapira, 1987. "Managerial Perspectives on Risk and Risk Taking," Management Science, INFORMS, vol. 33(11), pages 1404-1418, November.
    23. George J. Stigler, 1961. "The Economics of Information," Journal of Political Economy, University of Chicago Press, vol. 69, pages 213-213.
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