Firm profitability and the network of organizational capabilities |
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Authors: | Friedrich Wagner Simone Alfarano |
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Affiliation: | a Institute for Theoretical Physics, University of Kiel, Leibnizstr. 15, 24098 Kiel, Germanyb Department of Economics, University of Kiel, Olshausenstr. 40, 24118 Kiel, Germanyc Department of Economics, Universitat Jaume I, Campus del Riu Sec, 12071 Castellón, Spain |
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Abstract: | A Laplace distribution for firm profit rates (or returns on assets) can be obtained through the sum of many independent shocks if the number of shocks is Poisson distributed. Interpreting this as a linear chain of events, we generalize the process to a hierarchical network structure. The hierarchical model reproduces the observed distributional patterns of firm profitability, which crucially depend on the life span of firms. While the profit rates of long-lived firms obey a symmetric Laplacian, short-lived firms display a different behavior depending on whether they are capable of generating positive profits or not. Successful short-lived firms exhibit a symmetric yet more leptokurtic pdf than long-lived firms. Our model suggests that these firms are more dynamic in their organizational capabilities, but on average also face more risk than long-lived firms. Finally, short-lived firms that fail to generate positive profits have the most leptokurtic distribution among the three classes, and on average lose slightly more than their total assets within a year. |
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Keywords: | Firm profitability Return on assets Laplace distribution Network organization Industrial dynamics |
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