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智能装备进口与企业创新:从体现型技术到赋能型技术
Intelligent equipment import and enterprise innovation: From embodied technology to empowering technology
推动制造业高质量发展与产业技术升级,是实现中国式现代化的重要战略路径。智能装备的引入与应用,在加快技术创新和产业转型中发挥了关键作用。本文从体现型技术向赋能型技术转变的视角出发,基于中国制造业上市公司的海关进口与专利数据,构建智能装备进口资本存量指标,并采用固定效应模型系统考察其对企业创新的影响及作用机制。研究表明:(1)相较于普通设备,智能装备进口的创新效应更为突出,揭示了技术形态由体现型向赋能型转变的内在逻辑。人机增强效应与供应链效率提升效应是其发挥作用的关键路径,且外部数字条件表现出更强的正向调节作用。(2)创新效应在不同企业类型中呈现异质性,国有、民营、未受补贴以及资本和技术密集型企业受益更为显著。(3)进一步研究发现,智能装备进口在数字创新与非数字创新、工艺创新与产品创新等多类型创新活动中均具有显著促进作用,显示其赋能型技术具备跨类别、普遍驱动的作用。本文的结论丰富了赋能型技术对企业创新影响的理论框架,为政策制定和企业智能化转型实践提供了重要启示。
Promoting high-quality development of manufacturing and advancing industrial technological upgrading constitute a crucial strategic pathway to achieving Chinese modernization.The introduction and application of intelligent equipment play a pivotal role in accelerating technological innovation and industrial transformation.From the perspective of the transition from embodied technology to empowering technology, this study constructs an indicator of intelligent equipment import capital stock based on customs import data and patent data of China's listed manufacturing firms, and employs a fixed-effects model to systematically examine its impact on enterprise innovation and the underlying mechanisms.The results show that:(1) Compared to ordinary devices, the innovation effect of imported intelligent equipment is more prominent, revealing the inherent logic of the transformation of technological forms from embodiment oriented to empowerment oriented.The human-machine enhancement effect and the improvement of supply chain efficiency are the key paths for its effectiveness, and external digital conditions show a stronger positive regulatory effect; (2) The innovation effect exhibits heterogeneity across firms, with state-owned, private, non-subsidized, and capital intensive or technology intensive enterprises benefiting more prominently; (3) Further analysis reveals that intelligent equipment imports significantly promote multiple types of innovation activities, including digital and non-digital innovation as well as process and product innovation, demonstrating the cross-category and universal driving effects of empowering technology.These findings enrich the theoretical framework of how empowering technology influences enterprise innovation and provide important implications for policy-making and the practice of intelligent transformation in enterprises.
智能装备进口 / 赋能型技术 / 创新 / 人机增强 / 数智协同
import of intelligent equipment / empowering technology / innovation / human-machine enhancement / digital-intelligent collaboration
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The new generation of digital and intelligent technology is developing rapidly. As a product of the deep integration of digital and intelligent technology and manufacturing technology, the artificial intelligence technology represented by industrial robots has broad application prospects and is the key to promoting the fourth industrial revolution. According to data provided by the International Federation of Robotics (IFR), China's industrial robot sales reached 168,400 units in 2020 with a growth rate of nearly 20%, exceeding the total number of robots installed in Europe and the Americas, and has become the backbone of the development of the robotics industry at the world level. Industrial robots can help companies reduce costs and improve efficiency, and their rapid development has greatly boosted the transformation and upgrading of the manufacturing industry. General Secretary Xi pointed out that "the integration of a new generation of information technology, robots, and intelligent manufacturing technology is accelerating." At the same time, China proposed to adhere to the core position of innovation in the overall modernization drive, enhance the technological innovation capabilities of enterprises, stimulate the innovation vitality of talents, and transform from the traditional "factor-driven" to "innovation-driven" development model. How to empower the digital and intelligent transformation of enterprises and promote enterprise innovation has become a major proposition. Specifically, industrial robots promote enterprise innovation through "learning by doing", knowledge spillovers, improving labor structure, and forming competitive advantages. What’s more, industrial robots can promote the innovation of manufacturing enterprises by increasing the number of high-quality labor and improving the skill level of the existing labor.This paper selects China's industrial robot data and listed company innovation data from 2011 to 2019 as research samples, empirically explores the impact of industrial robots on enterprise innovation, and analyzes the mediating role of human capital. The research results show that industrial robots have a promotion effect on enterprise innovation, and this promotion effect remains stable after multiple tests. Further research finds that human capital plays a partial intermediary role in the improvement of the innovation level of enterprises. Industrial robots improve the level of the human capital of enterprises from two dimensions of increasing high-quality labor and improving the skill level of existing employees, thereby improving the innovation level of enterprises. This paper further examines the changes in the effect of industrial robots on the improvement of the innovation level of enterprises when some properties of the enterprises themselves change. The group regression is carried out on the type of enterprise ownership and financing constraints, and it is found that in state-owned enterprises, private enterprises, and other enterprises, industrial robots have a significant positive impact on the innovation and invention patents and total patent output of enterprises. The industrial robot has no significant effect on the invention patent output of enterprises with large financing constraints, and the industrial robot has a significant improvement effect on the invention patent output and total patent output of enterprises with small and small financing constraints. This paper puts forward corresponding policy recommendations based on theoretical analysis and empirical research results. This paper promotes the research of industrial robots on enterprise innovation, and has important implications for helping enterprises to transform and upgrade digitally and intelligently, and promote the competitiveness of industries empowered by digital and intelligent technology.
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