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Decomposing Uncertainty and Its Effects on Imitation in Firm Exit Decisions

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  • Vibha Gaba

    (INSEAD, Singapore 138676)

  • Ann Terlaak

    (Wisconsin School of Business, University of Wisconsin–Madison, Madison, Wisconsin 53706)

Abstract

This study examines the effects of different uncertainty types on interorganizational imitation in firm exit decisions. We draw on herding models to conceptualize exit decisions as being based on a firm’s private information, which the firm updates with information inferred from observing the actions of others. We posit that different types of uncertainty differentially affect this observational learning process; in particular, we propose that certain uncertainty types attenuate (rather than foster) observational learning and subsequent imitation. We test this theory using a 29-year panel data set on the exit of private venture capital firms. Our results indicate that observational learning does influence imitation in firm exit decisions, and they also suggest that a common belief—that uncertainty enhances imitation—does not apply to all types of uncertainty. Specifically, we find that uncertainty fosters imitation only when it is idiosyncratic to the firm; uncertainties that are common to all firms, in contrast, actually reduce reliance on observational learning. By decomposing uncertainty into different types and explicating their effects on imitation, we demonstrate that this relationship is more nuanced than previously assumed and, in addition, highlight the role of deliberate information processing in imitation.

Suggested Citation

  • Vibha Gaba & Ann Terlaak, 2013. "Decomposing Uncertainty and Its Effects on Imitation in Firm Exit Decisions," Organization Science, INFORMS, vol. 24(6), pages 1847-1869, December.
  • Handle: RePEc:inm:ororsc:v:24:y:2013:i:6:p:1847-1869
    DOI: 10.1287/orsc.2013.0823
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    as
    1. Black, Bernard S. & Gilson, Ronald J., 1998. "Venture capital and the structure of capital markets: banks versus stock markets," Journal of Financial Economics, Elsevier, vol. 47(3), pages 243-277, March.
    2. Trudy Cameron, 2005. "Updating Subjective Risks in the Presence of Conflicting Information: An Application to Climate Change," Journal of Risk and Uncertainty, Springer, vol. 30(1), pages 63-97, January.
    3. John Y. Campbell & Martin Lettau & Burton G. Malkiel & Yexiao Xu, 2001. "Have Individual Stocks Become More Volatile? An Empirical Exploration of Idiosyncratic Risk," Journal of Finance, American Finance Association, vol. 56(1), pages 1-43, February.
    4. Bates, Timothy, 2005. "Analysis of young, small firms that have closed: delineating successful from unsuccessful closures," Journal of Business Venturing, Elsevier, vol. 20(3), pages 343-358, May.
    5. Markus Noth & Martin Weber, 2003. "Information Aggregation with Random Ordering: Cascades and Overconfidence," Economic Journal, Royal Economic Society, vol. 113(484), pages 166-189, January.
    6. Hwang, Soosung & Salmon, Mark, 2004. "Market stress and herding," Journal of Empirical Finance, Elsevier, vol. 11(4), pages 585-616, September.
    7. Avery, Christopher & Zemsky, Peter, 1998. "Multidimensional Uncertainty and Herd Behavior in Financial Markets," American Economic Review, American Economic Association, vol. 88(4), pages 724-748, September.
    8. Steven N. Kaplan & Antoinette Schoar, 2005. "Private Equity Performance: Returns, Persistence, and Capital Flows," Journal of Finance, American Finance Association, vol. 60(4), pages 1791-1823, August.
    9. Lounsbury, Michael, 2008. "Institutional rationality and practice variation: New directions in the institutional analysis of practice," Accounting, Organizations and Society, Elsevier, vol. 33(4-5), pages 349-361.
    10. Kevin A. Clarke, 2003. "Nonparametric Model Discrimination in International Relations," Journal of Conflict Resolution, Peace Science Society (International), vol. 47(1), pages 72-93, February.
    11. Luigi Zingales, 2000. "In Search of New Foundations," Journal of Finance, American Finance Association, vol. 55(4), pages 1623-1653, August.
    12. Jun Xia & Justin Tan & David Tan, 2008. "Mimetic entry and bandwagon effect: the rise and decline of international equity joint venture in China," Strategic Management Journal, Wiley Blackwell, vol. 29(2), pages 195-217, February.
    13. Gompers, Paul & Kovner, Anna & Lerner, Josh & Scharfstein, David, 2008. "Venture capital investment cycles: The impact of public markets," Journal of Financial Economics, Elsevier, vol. 87(1), pages 1-23, January.
    14. Greene, William, 2010. "Testing hypotheses about interaction terms in nonlinear models," Economics Letters, Elsevier, vol. 107(2), pages 291-296, May.
    15. Cochrane, John H., 2005. "The risk and return of venture capital," Journal of Financial Economics, Elsevier, vol. 75(1), pages 3-52, January.
    16. Wennberg, Karl & Wiklund, Johan & DeTienne, Dawn R. & Cardon, Melissa S., 2010. "Reconceptualizing entrepreneurial exit: Divergent exit routes and their drivers," Journal of Business Venturing, Elsevier, vol. 25(4), pages 361-375, July.
    17. Brian L. Connelly & Jonathan L. Johnson & Laszlo Tihanyi & Alan E. Ellstrand, 2011. "More Than Adopters: Competing Influences in the Interlocking Directorate," Organization Science, INFORMS, vol. 22(3), pages 688-703, June.
    18. Bikhchandani, Sushil & Hirshleifer, David & Welch, Ivo, 1992. "A Theory of Fads, Fashion, Custom, and Cultural Change in Informational Cascades," Journal of Political Economy, University of Chicago Press, vol. 100(5), pages 992-1026, October.
    19. Steven Klepper & Elizabeth Graddy, 1990. "The Evolution of New Industries and the Determinants of Market Structure," RAND Journal of Economics, The RAND Corporation, vol. 21(1), pages 27-44, Spring.
    20. Richard E. Caves, 1998. "Industrial Organization and New Findings on the Turnover and Mobility of Firms," Journal of Economic Literature, American Economic Association, vol. 36(4), pages 1947-1982, December.
    21. Abhijit V. Banerjee, 1992. "A Simple Model of Herd Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 797-817.
    22. Lones Smith & Peter Sorensen, 2000. "Pathological Outcomes of Observational Learning," Econometrica, Econometric Society, vol. 68(2), pages 371-398, March.
    23. Yael V. Hochberg & Alexander Ljungqvist & Yang Lu, 2007. "Whom You Know Matters: Venture Capital Networks and Investment Performance," Journal of Finance, American Finance Association, vol. 62(1), pages 251-301, February.
    24. Christine M. Beckman & Pamela R. Haunschild & Damon J. Phillips, 2004. "Friends or Strangers? Firm-Specific Uncertainty, Market Uncertainty, and Network Partner Selection," Organization Science, INFORMS, vol. 15(3), pages 259-275, June.
    25. Sahlman, William A., 1990. "The structure and governance of venture-capital organizations," Journal of Financial Economics, Elsevier, vol. 27(2), pages 473-521, October.
    26. Henrich R. Greve, 2009. "Bigger and safer: the diffusion of competitive advantage," Strategic Management Journal, Wiley Blackwell, vol. 30(1), pages 1-23, January.
    27. David Hirshleifer & Siew Hong Teoh, 2003. "Herd Behaviour and Cascading in Capital Markets: a Review and Synthesis," European Financial Management, European Financial Management Association, vol. 9(1), pages 25-66, March.
    28. Ai, Chunrong & Norton, Edward C., 2003. "Interaction terms in logit and probit models," Economics Letters, Elsevier, vol. 80(1), pages 123-129, July.
    29. Werner F. M. De Bondt & William P. Forbes*, 1999. "Herding in analyst earnings forecasts: evidence from the United Kingdom," European Financial Management, European Financial Management Association, vol. 5(2), pages 143-163, July.
    30. Pauli Murto & Juuso Välimäki, 2011. "Learning and Information Aggregation in an Exit Game," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(4), pages 1426-1461.
    31. Sushil Bikhchandani & David Hirshleifer & Ivo Welch, 1998. "Learning from the Behavior of Others: Conformity, Fads, and Informational Cascades," Journal of Economic Perspectives, American Economic Association, vol. 12(3), pages 151-170, Summer.
    32. Mooweon Rhee & Young-Choon Kim & Joon Han, 2006. "Confidence in Imitation: Niche-Width Strategy in the UK Automobile Industry," Management Science, INFORMS, vol. 52(4), pages 501-513, April.
    33. Anderson, Philip & Tushman, Michael L, 2001. "Organizational Environments and Industry Exit: The Effects of Uncertainty, Munificence and Complexity," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(3), pages 675-711, September.
    34. Jerker Denrell, 2003. "Vicarious Learning, Undersampling of Failure, and the Myths of Management," Organization Science, INFORMS, vol. 14(3), pages 227-243, June.
    35. Glenn Hoetker, 2007. "The use of logit and probit models in strategic management research: Critical issues," Strategic Management Journal, Wiley Blackwell, vol. 28(4), pages 331-343, April.
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