企业采用新数字技术的有利因素。一个制造业区域的实证研究

Giancarlo Corò, Dejan Pejcic, Mario Volpe
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引用次数: 5

摘要

本文分析了上一代数字技术(工业4.0)在意大利主要制造业地区之一威尼托地区的传播情况。我们的注意力集中在使企业能够采用这些技术的因素上,主要关注三个方面:人力资本禀赋、国际开放和金融结构。实证分析是基于制造业、建筑业和商业服务业的公司样本。我们的分析显示了工业4.0技术在不同行业的异质扩散,从而可以识别不同行业之间的不同技术前沿。logit回归显示,数字技术的采用与对国际市场的开放程度以及与高技能和高学历人力资本之间存在正相关关系。数字用户表现出比其他公司更好的生产力指标,但与此同时,财务业绩却不太清晰。因此,采用新数字技术的公司财务结构更为平衡,但它们的利润率并不比不使用新数字技术的公司高。这一结果取决于较长期的投资回报和公司内部不同的分配政策。
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Enabling Factors in Firms Adoption of New Digital Technologies. An Empirical Inquiry on a Manufacturing Region
This paper provides an analysis on the diffusion of the last generation digital technologies (Industry 4.0) in the Veneto region, one of the main manufacturing territory in Italy. Our attention focuses on factors that enable firms to adopt these technologies, with attention to three main aspects: the human capital endowment, the international openness, and the financial structure. Empirical analysis is based on a sample of firms that operate in manufacturing, construction and business services. Our analysis shows a heterogeneous diffusion of Industry 4.0 technologies across different industries, allowing the identification of distinct technologies frontiers among sectors. The logit regression shows a positive relation between the adoption of digital technologies and the openness to international markets, as well as with a highly skilled and highly educated human capital. The digital users show better productivity indexes than other firms, but at the same time financial performances are less clear. Hence, the firms that adopt new digital technologies have a more balanced financial structure, but they do not show higher profitability ratios than non-users. This result depends on a longer run return on investment and in a different distributive policy inside the firm.
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