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A General Framework for Estimating Multidimensional Contingency Fit

Author

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  • Simon C. Parker

    (Richard Ivey School of Business, University of Western Ontario, London, Ontario N6A 3K7, Canada)

  • Arjen van Witteloostuijn

    (Department of Management, University of Antwerpen, Prinsstraat 13, 2000 Antwerpen, Belgium)

Abstract

This paper develops a framework for estimating multidimensional fit. In the context of contingency thinking and the resource-based view of the firm, there is a clear need for quantitative approaches that integrate fit-as-deviation, fit-as-moderation, and fit-as-system perspectives, implying that the impact on organizational performance of series of bivariate (mis)fits and bundles of multiple (mis)fits are estimated in an integrated fashion. Our approach offers opportunities to do precisely this. Moreover, we suggest summary statistics that can be applied to test for the (non)significance of fit linkages at both the disaggregated level of individual bivariate interactions, as well as the aggregated level of groups of multivariate interactions. We systematically compare our approach with extant alternatives using simulations, including the fit-as-mediation alternative. We find that our approach outperforms these established alternatives by including fit-as-moderation and fit-as-deviation as special cases, by being better able to capture the nature of the underlying fit structure in the data and by being relatively robust to mismeasurements, small sample sizes, and collinearity. We conclude by discussing our method's advantages and disadvantages.

Suggested Citation

  • Simon C. Parker & Arjen van Witteloostuijn, 2010. "A General Framework for Estimating Multidimensional Contingency Fit," Organization Science, INFORMS, vol. 21(2), pages 540-553, April.
    • Handle: RePEc:inm:ororsc:v:21:y:2010:i:2:p:540-553
    DOI: 10.1287/orsc.1090.0464
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    References listed on IDEAS

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    1. Richard M. Burton & Jørgen Lauridsen & Børge Obel, 2002. "Return on Assets Loss from Situational and Contingency Misfits," Management Science, INFORMS, vol. 48(11), pages 1461-1485, November.
    2. Liliana Pérez-Nordtvedt & G. Tyge Payne & Jeremy C. Short & Ben L. Kedia, 2008. "An Entrainment-Based Model of Temporal Organizational Fit, Misfit, and Performance," Organization Science, INFORMS, vol. 19(5), pages 785-801, October.
    3. Mohnen, Pierre & Roller, Lars-Hendrik, 2005. "Complementarities in innovation policy," European Economic Review, Elsevier, vol. 49(6), pages 1431-1450, August.
    4. Christensen, Laurits R & Jorgenson, Dale W & Lau, Lawrence J, 1973. "Transcendental Logarithmic Production Frontiers," The Review of Economics and Statistics, MIT Press, vol. 55(1), pages 28-45, February.
    5. Christensen, Laurits R & Jorgenson, Dale W & Lau, Lawrence J, 1975. "Transcendental Logarithmic Utility Functions," American Economic Review, American Economic Association, vol. 65(3), pages 367-383, June.
    6. Edward J. Zajac & Matthew S. Kraatz & Rudi K. F. Bresser, 2000. "Modeling the dynamics of strategic fit: a normative approach to strategic change," Strategic Management Journal, Wiley Blackwell, vol. 21(4), pages 429-453, April.
    7. Christophe Boone & Bert De Brabander & Arjen Van Witteloostuijn, 1996. "Ceo Locus of Control and Small Firm Performance: an Integrative Framework and Empirical Test," Journal of Management Studies, Wiley Blackwell, vol. 33(5), pages 667-700, September.
    8. Athey, Susan. & Stern, Scott, 1969-, 1998. "An empirical framework for testing theories about complementarity in orgaziational design," Working papers WP 4022-98., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    9. Milgrom, Paul & Roberts, John, 1995. "Complementarities and fit strategy, structure, and organizational change in manufacturing," Journal of Accounting and Economics, Elsevier, vol. 19(2-3), pages 179-208, April.
    10. Vinay K. Garg & Bruce A. Walters & Richard L. Priem, 2003. "Chief executive scanning emphases, environmental dynamism, and manufacturing firm performance," Strategic Management Journal, Wiley Blackwell, vol. 24(8), pages 725-744, August.
    11. Jan W. Rivkin, 2000. "Imitation of Complex Strategies," Management Science, INFORMS, vol. 46(6), pages 824-844, June.
    12. Richard M. Burton & Jørgen Lauridsen & Børge Obel, 2003. "Erratum: Return on Assets Loss from Situational and Contingency Misfits," Management Science, INFORMS, vol. 49(8), pages 1119-1119, August.
    13. Bruno Cassiman & Reinhilde Veugelers, 2006. "In Search of Complementarity in Innovation Strategy: Internal R& D and External Knowledge Acquisition," Management Science, INFORMS, vol. 52(1), pages 68-82, January.
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    Cited by:

    1. Arjen van Witteloostuijn & Marcus Dejardin & Julie Hermans & Dendi Ramdani, & Johanna Vanderstraeten & Jacqueline Brassey & Hendrik Slabbinck, 2015. "Fitting entrepreneurial, firm-level and environmental contingencies for better performance," Post-Print halshs-01379907, HAL.
    2. Henk W. Volberda & Niels van der Weerdt & Ernst Verwaal & Marten Stienstra & Antonio J. Verdu, 2012. "Contingency Fit, Institutional Fit, and Firm Performance: A Metafit Approach to Organization–Environment Relationships," Organization Science, INFORMS, vol. 23(4), pages 1040-1054, August.
    3. Chris Changwha Chung & Paul W. Beamish, 2010. "The Trap of Continual Ownership Change in International Equity Joint Ventures," Organization Science, INFORMS, vol. 21(5), pages 995-1015, October.

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