Heterogeneity and the dynamics of technology adoption
Author(s)Ryan, Stephen; Tucker, Catherine Elizabeth
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We estimate the demand for a videocalling technology in the presence of both network effects and heterogeneity. Using a unique dataset from a large multinational firm, we pose and estimate a fully dynamic model of technology adoption. We propose a novel identification strategy based on post-adoption technology usage to disentangle equilibrium beliefs concerning the evolution of the network from observed and unobserved heterogeneity in technology adoption costs and use benefits. We find that employees have significant heterogeneity in both adoption costs and network benefits, and have preferences for diverse networks. Using our estimates, we evaluate a number of counterfactual adoption policies, and find that a policy of strategically targeting the right subtype for initial adoption can lead to a faster-growing and larger network than a policy of uncoordinated or diffuse adoption.
DepartmentMassachusetts Institute of Technology. Department of Economics; Sloan School of Management
Quantitative Marketing and Economics
Ryan, Stephen P., and Catherine Tucker. “Heterogeneity and the Dynamics of Technology Adoption.” Quantitative Marketing and Economics 10.1 (2011): 63–109.
Author's final manuscript