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Comparing hiring strategies in a committee with similarity biases

Author

Listed:
  • Geoffrey P. Morgan

    (Carnegie Mellon University)

  • Kathleen M. Carley

    (Carnegie Mellon University)

Abstract

We present an organizational model that develops organizational expertise and socialization with a hiring process informed by the inherent biases of individuals. We present factors that we believe critically impact candidate selection, literature related to these factors, and our resulting equations. We discuss the model, and present two virtual experiments. The first virtual experiment was used to validate the new model by comparing the implementation with an existing reference implementation—we found similar patterns—which established relational equivalence. The second virtual experiment compared organizations with and without a stochastic selection process and with various selection strategies. Organizations that stressed socialization tended to need to review more (otherwise equally qualified) applicants than organizations that did not, and organizations that were able to deliberate more thoroughly found turnover less effective at maintaining organizational performance. Larger committees reduced the number of applicants that needed to be reviewed in firms that valued diversity, but offered no particular benefit to other organizations.

Suggested Citation

  • Geoffrey P. Morgan & Kathleen M. Carley, 2014. "Comparing hiring strategies in a committee with similarity biases," Computational and Mathematical Organization Theory, Springer, vol. 20(1), pages 1-19, March.
    • Handle: RePEc:spr:comaot:v:20:y:2014:i:1:d:10.1007_s10588-012-9130-1
    DOI: 10.1007/s10588-012-9130-1
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    References listed on IDEAS

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    1. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    2. McFadden, Daniel, 1980. "Econometric Models for Probabilistic Choice among Products," The Journal of Business, University of Chicago Press, vol. 53(3), pages 13-29, July.
    3. Jonathan H. Morgan & Geoffrey P. Morgan & Frank E. Ritter, 2010. "A preliminary model of participation for small groups," Computational and Mathematical Organization Theory, Springer, vol. 16(3), pages 246-270, September.
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    Cited by:

    1. Christine Chou & Steven O. Kimbrough, 2016. "An agent-based model of organizational ambidexterity decisions and strategies in new product development," Computational and Mathematical Organization Theory, Springer, vol. 22(1), pages 4-46, March.

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