Title
A general framework for estimating multidimensional contingency fit A general framework for estimating multidimensional contingency fit
Author
Faculty/Department
Faculty of Applied Economics
Publication type
article
Publication
Linthicum, Md ,
Subject
Economics
Source (journal)
Organization science: a multidisciplinary journal dedicated to advancement of knowledge about organizations / Institute of Management Sciences [Providence, R.I.] - Linthicum, Md
Volume/pages
21(2010) :2 , p. 540-553
ISSN
1047-7039
ISI
000275751000014
Carrier
E
Target language
English (eng)
Full text (Publishers DOI)
Affiliation
University of Antwerp
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.
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