Random walks and sustained competitive advantage

Random walks and sustained competitive advantage

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Article ID: iaor20073585
Country: United States
Volume: 50
Issue: 7
Start Page Number: 922
End Page Number: 934
Publication Date: Jul 2004
Journal: Management Science
Authors:
Keywords: competition
Abstract:

Strategy is concerned with sustained interfirm profitability differences. Observations of such sustained differences are often attributed to unobserved systematic a priori differences in firm characteristics. This paper shows that sustained interfirm profitability differences may be very likely even if there are no a priori differences among firms. As a result of the phenomenon of long leads in random walks, even a random resource accumulation process is likely to produce persistent resource heterogeneity and sustained interfirm profitability differences. A Cournot model in which costs follow a random walk shows that such a process could produce evidence of substantial persistence of profitability. The results suggest that persistent profitability does not necessarily provide strong evidence for systematic a priori differences among firms. Nevertheless, since the phenomenon of long leads is highly unrepresentative of intuitive notions of random sequences, such evidence may still be persuasive.

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