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Two Faces of Search: Alternative Generation and Alternative Evaluation

Author

Listed:
  • Thorbjørn Knudsen

    (Department of Marketing, University of Southern Denmark, 55 Campusvej, Odense 5230, Denmark)

  • Daniel A. Levinthal

    (The Wharton School, University of Pennsylvania, Philadelphia, Pennsylvania 19104)

Abstract

At its core, a behavioral theory of choice has two fundamental attributes that distinguish it from traditional economic models of decision making. One attribute is that choice sets are not available ex ante to actors, but must be constructed. This notion is well established in our models of learning and adaptation. The second fundamental postulate is that the evaluation of alternatives is likely to be imperfect. Despite the enshrinement of the notion of bounded rationality in the organizations literature, this second postulate has been largely ignored in our formal models of learning and adaptation. We develop a structure with which to capture the imperfect evaluation of alternatives at the individual level and then explore the implications of alternative organizational structures, comprising such individual actors, on organizational decision making.

Suggested Citation

  • Thorbjørn Knudsen & Daniel A. Levinthal, 2007. "Two Faces of Search: Alternative Generation and Alternative Evaluation," Organization Science, INFORMS, vol. 18(1), pages 39-54, February.
    • Handle: RePEc:inm:ororsc:v:18:y:2007:i:1:p:39-54
    DOI: 10.1287/orsc.1060.0216
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    References listed on IDEAS

    as
    1. Jan W. Rivkin & Nicolaj Siggelkow, 2003. "Balancing Search and Stability: Interdependencies Among Elements of Organizational Design," Management Science, INFORMS, vol. 49(3), pages 290-311, March.
    2. Giovanni Dosi & Daniel A. Levinthal & Luigi Marengo, 2003. "Bridging contested terrain: linking incentive-based and learning perspectives on organizational evolution," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 12(2), pages 413-436, April.
    3. Theresa K. Lant, 1992. "Aspiration Level Adaptation: An Empirical Exploration," Management Science, INFORMS, vol. 38(5), pages 623-644, May.
    4. Sah, Raaj Kumar & Stiglitz, Joseph E, 1986. "The Architecture of Economic Systems: Hierarchies and Polyarchies," American Economic Review, American Economic Association, vol. 76(4), pages 716-727, September.
    5. Sendil K. Ethiraj & Daniel Levinthal, 2004. "Modularity and Innovation in Complex Systems," Management Science, INFORMS, vol. 50(2), pages 159-173, February.
    6. Nelson, Phillip, 1970. "Information and Consumer Behavior," Journal of Political Economy, University of Chicago Press, vol. 78(2), pages 311-329, March-Apr.
    7. Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 69(1), pages 99-118.
    8. Richard R. Nelson, 1982. "The Role of Knowledge in R&D Efficiency," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 97(3), pages 453-470.
    9. Daniel A. Levinthal, 1997. "Adaptation on Rugged Landscapes," Management Science, INFORMS, vol. 43(7), pages 934-950, July.
    10. Levinthal, Daniel & March, James G., 1981. "A model of adaptive organizational search," Journal of Economic Behavior & Organization, Elsevier, vol. 2(4), pages 307-333, December.
    11. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    12. Stigler, George J., 2011. "Economics of Information," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 5, pages 35-49.
    13. Nicolaj Siggelkow & Jan W. Rivkin, 2005. "Speed and Search: Designing Organizations for Turbulence and Complexity," Organization Science, INFORMS, vol. 16(2), pages 101-122, April.
    14. Zhiang Lin & Kathleen M. Carley, 1997. "Organizational Response: The Cost Performance Tradeoff," Management Science, INFORMS, vol. 43(2), pages 217-234, February.
    15. Lori Rosenkopf & Atul Nerkar, 2001. "Beyond local search: boundary‐spanning, exploration, and impact in the optical disk industry," Strategic Management Journal, Wiley Blackwell, vol. 22(4), pages 287-306, April.
    16. Sridhar Seshadri & Zur Shapira, 2003. "The flow of ideas and timing of evaluation as determinants of knowledge creation," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 12(5), pages 1099-1124, October.
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