利用生存型数据检验技术扩散中的顺序互补与同时互补:CAD和CNC的采用

T. Åstebro, G. Battisti, M. Colombo
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引用次数: 1

摘要

我们通过使用离散时间二元模型对采用一种、两种或两种技术均不采用的生存型面板数据开发了一种同步与顺序互补性的新测试,同时通过测量关键变量来控制未观察到的异质性。我们以美国金属加工工厂采用CAD和CNC技术的数据为例。结果显示显著的互补性。在这种情况下,同时采用比单独采用这两种技术更有可能。顺序采用很重要,但只在一个方向上。先前采用CNC对后采用CAD有正向影响。我们没有发现相反的证据。
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A Test of Sequential Versus Simultaneous Complementarity in Technology Diffusion Using Survival Type Data: The Adoption of CAD and CNC
We develop a new test of simultaneous versus sequential complementarities by using a discrete-time binary model for survival-type panel data on the adoption of one, both, or neither of two technologies while controlling for unobserved heterogeneity by instrumenting key variables. We examplify using data on the adoption of CAD and CNC technologies by US metalworking plants. Results indicate significant complementarities. Simultaneous adoption is in this case more likely than adoption of the two technologies in isolation. Sequential adoption is significant but in only one direction. Prior adoption of CNC has a positive effect on the posterior adoption of CAD. We find no evidence of the opposite.
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