机器人和贸易有什么特别之处?

M. Alguacil, Alessia Lo Turco, I. Martínez‐Zarzoso
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引用次数: 2

摘要

我们使用1994-2014年期间西班牙制造业公司的样本来估计机器人引入对出口集约化和外延化边际的影响。采用倾向得分匹配(PSM)和差异中的差异(DID)相结合的实证策略来确定机器人采用对企业层面出口绩效的因果影响。结果表明,开始使用机器人的企业在出口概率、出口销售额和出口占总产出的份额方面急剧增加,这一结果对广泛的检查是稳健的。采用机器人不仅有助于企业开始出口,并将其专业化转向中间产品,而且有利于出口企业的出口生存和出口销售。主要结果是由活跃在面临较高出口沉没成本和市场渗透成本的非比较优势行业的公司和专门从事中间体生产的公司推动的,这可以解释西班牙越来越多地参与全球价值链。对传播渠道的检验表明,机器人采用对出口的积极影响可能是由其对企业TFP和进口概率的积极影响驱动的。
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What Is so Special about Robots and Trade?
We estimate the effect of the introduction of robots on the intensive and extensive margins of exports using a sample of Spanish manufacturing firms over the period 1994-2014. The empirical strategy used to identify the causal impact of robot adoption on the firm level export performance consists on combining propensity score matching (PSM) and difference in differences (DID) techniques. The results show that firms that start to use robots experience a sharp increase in their export probability, export sales and share of exports in total output and this result is robust to a wide array of checks. Robot adoption not only helps firms to start exporting and moves their specialisation towards intermediate products, but also favours export survival and export sales of exporting firms. The main results are driven by firms active in non-comparative advantage industries facing higher export sunk costs and market penetration costs and by those specialised in the production of intermediates, which can explain the increasing participation of Spain in global value chains. Inspection of the transmission channels suggests that the positive impact of robot adoption on exports could be driven by its positive effect on firm TFP and import probability.
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