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来源类型Working Paper
规范类型报告
DOI10.3386/w17253
来源IDWorking Paper 17253
Heterogeneity and the Dynamics of Technology Adoption
Stephen P. Ryan; Catherine Tucker
发表日期2011-07-28
出版年2011
语种英语
摘要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.
主题Econometrics ; Estimation Methods ; Industrial Organization ; Market Structure and Firm Performance ; Development and Growth ; Innovation and R& ; D
URLhttps://www.nber.org/papers/w17253
来源智库National Bureau of Economic Research (United States)
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条目标识符http://119.78.100.153/handle/2XGU8XDN/574928
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Stephen P. Ryan,Catherine Tucker. Heterogeneity and the Dynamics of Technology Adoption. 2011.
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