机器人应用与产品创新

IF 7.5 1区 管理学 Q1 MANAGEMENT Research Policy Pub Date : 2024-05-03 DOI:10.1016/j.respol.2024.105002
Davide Antonioli , Alberto Marzucchi , Francesco Rentocchini , Simone Vannuccini
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引用次数: 0

摘要

我们研究了机器人技术应用与产品创新之间尚未探索的关系。我们利用西班牙企业层面的机器人应用数据,采用交错时间差分法,并辅以工具变量法。我们发现,采用机器人技术与引进产品创新的概率及其数量之间存在负相关关系,而不是促成效应。这一结果对于规模较大、历史悠久的非高科技企业尤为显著。根据产业演化模型,我们对研究结果进行了合理化解释,认为机器人化与创新之间关系的一个关键机制是能力提升投资所带来的范围不经济。我们还讨论了我们数据中的工业机器人是否具有使能能力。我们的研究结果对于理解机器人在企业运营和战略中的作用以及政策设计具有重要意义。
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Robot adoption and product innovation

We investigate the unexplored relationship between robot technology adoption and product innovation. We exploit Spanish firm-level data on robot adoption and use a staggered timing difference-in-differences, supported by an instrumental variable approach. Instead of an enabling effect, we find a negative association between robot adoption and the probability to introduce product innovations, as well as their number. The result is particularly significant for larger, established, and non-high-tech firms. In line with industry evolution models, we rationalise and interpret the findings suggesting that a key mechanism at work in the robotisation-innovation nexus are diseconomies of scope fuelled by capacity-increasing investments. We also discuss whether industrial robots in our data feature enabling capabilities at all. Our results have important implications for understanding the role of robots in firms' operations and strategies, as well as for policy design.

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来源期刊
Research Policy
Research Policy MANAGEMENT-
CiteScore
12.80
自引率
6.90%
发文量
182
期刊介绍: Research Policy (RP) articles explore the interaction between innovation, technology, or research, and economic, social, political, and organizational processes, both empirically and theoretically. All RP papers are expected to provide insights with implications for policy or management. Research Policy (RP) is a multidisciplinary journal focused on analyzing, understanding, and effectively addressing the challenges posed by innovation, technology, R&D, and science. This includes activities related to knowledge creation, diffusion, acquisition, and exploitation in the form of new or improved products, processes, or services, across economic, policy, management, organizational, and environmental dimensions.
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