Identifying Sources of Heterogeneity for Empirically Deriving Strategic Types: A Constrained Finite Mixture Structural Equation Methodology
Coauthor(s): Wayne DeSarbo, Anthony Di Benedetto, Michael Song.
The resource-based view (RBV) of the firm suggests that strategic deployment of capabilities allows strategic business units (SBUs) to exploit distinctive competencies and create sustainable competitive advantage. Following the RBV, we propose a new predictive methodology for deriving typologies of SBUs that accommodates heterogeneity among SBUs with respect to their strategic capabilities, how effectively they are employed, and performance. Statistically, we devise a constrained finite-mixture structural-equation procedure that simultaneously accounts for firm capabilities, performance outcomes, and the relationships between them. The procedure allows for a comprehensive modeling and grouping of entities, and simultaneously provides a diagnosis of the sources of heterogeneity via the flexibility of estimating a series of nested models. Managerially, our proposed methodology is grounded in the strategic type and RBV literature and can capture the effects of environmental and industry-specific factors. Using data obtained from 216 SBUs in the United States for illustration, the results show that our derived four mixed-type solution dominates the four-group, Prospectors-Analyzers-Defenders-Reactors classification as well as a number of other nested model solutions in terms of objective statistical fit criteria for this data set, suggesting a more contingency-driven strategic stance adopted by these SBUs. We conclude with a discussion of the theoretical and managerial benefits of an improved methodology for empirically deriving strategic typologies.
Source: Management Science
Jedidi, Kamel, Wayne DeSarbo, Anthony Di Benedetto, and Michael Song. "Identifying Sources of Heterogeneity for Empirically Deriving Strategic Types: A Constrained Finite Mixture Structural Equation Methodology." Management Science 52, no. 6 (2006): 909-24.