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数据要素赋能企业关键核心技术突破研究
Research on the breakthroughs in key core technologies of enterprises empowered by data elements
数据驱动是当前经济发展的典型特征,数据要素能否助力企业在关键核心技术领域实现突破,成为亟待探究的关键议题。本文以国家设立大数据综合试验区为准自然实验,实证考察数据要素对企业关键核心技术突破的赋能效应,并分析其作用机制。研究发现,数据要素能够显著促进企业关键核心技术突破。机制分析表明,数据要素展现出“内外共治”的作用效果,通过“优化环境—降低成本—加速共享—智研优策”四维机制,发挥出改善营商环境、降低信息搜集成本、加速技术溢出及优化企业研发决策的作用,推动企业关键核心技术突破。异质性分析表明,对于非国有企业、高新技术企业,以及处于高竞争行业中的企业,数据要素对关键核心技术突破的促进效应更为显著。本文探讨数据要素对关键核心技术突破的赋能效应,为释放数据要素潜能、丰富数据要素应用场景、完善数据要素基础制度提供理论和现实依据。
Data-driving is a typical feature of current economic development. Whether data elements can help enterprises achieve breakthroughs in key core technology fields has become a key issue to be explored. Based on the quasi-natural experiment of the national establishment of big data comprehensive experimental zones, this paper empirically examined the enabling effect of data elements on the enterprises' breakthroughs in key core technologies, and analyzed the underlying mechanisms. The study found that data elements significantly promoted the key core technology breakthroughs of enterprises. The mechanism analysis showed that data elements exhibited an effect of "internal and external co-governance". Through the four-dimensional mechanism of "optimizing the environment—reducing costs—accelerating sharing—intelligent R&D optimization", they play a role in improving the business environment, reducing information search costs, accelerating technology spillover, and optimizing R&D decision-making, thereby promoting breakthroughs in key core technologies of enterprises. The heterogeneity analysis revealed that for non-state-owned enterprises, high-tech enterprises, and enterprises in highly competitive industries, the promoting effect of data elements on key core technology breakthroughs was more significant. This paper has explored the enabling effect of data elements on breakthroughs in key core technologies, thus providing a theoretical and practical basis for unleashing the potential of data elements, enriching their application scenarios, and improving the basic system of data elements.
数据要素 / 关键核心技术突破 / 信息搜寻成本 / 研发决策 / 技术溢出
data element / breakthrough in key core technology / information search cost / research and development decision / technology spillover
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Breaking through key part of core technology is a major practical problem and theoretical research topic in China. Proposals for formulating the 14th Five-Year Plan (2021-2025) for National Economic and Social Development and the Long-Range Objectives Through the Year 2035 explicitly states that "Sci-tech self-reliance and self-strengthening as the strategic support for national development, the new system concentrating nationwide effort and resources on key national sci-tech undertakings should be improved in the context of the socialist market economy, and key part of core technology should be strived to make major breakthroughs".However, the academic research on breaking through key part of core technology is still in its infancy, and there are not many researches abroad. The limited literature and reports in China mainly focus on a few topics such as leadership speeches, government role, identification methods, innovation barriers, breakthrough paths, institutional mechanisms and case description. Scholars has made a preliminary study on the concept, characteristics and influencing factors of key part of core technology, but it is far from reaching a consensus. In view of this, we especially explores some basic theoretical issues in this field: concept, connotation, characteristics and breakthrough factors of key part of core technology. Firstly, key part of core technology can be understood from two perspectives: the concept of “or” relationship between “key technology” and “core technology”; “key” represents the degree of importance, “core technology” is the body. Comprehensively reviewing the concepts of key part of core technology in existing literature, we find that some define it through the first perspective and quote the concepts like “core technology” from previous studies, which enlarges or reduces the connotation and extension of key part of core technology and blurs the boundary characters between them; Others make definition from their own interest, but perspectives vary from one to another. Based on this, we believe that key part of core technology is a necessary and insufficient condition of core technology. Combining the related theories of technology gap, the view of sustainable development and holistic approach to national security, we define the concept and explain the connotation of key part of core technology. Then, from the perspective of process, the main characters of key part of core technology are described from four aspects: technical status, research process, breakthrough mechanism and innovation achievements. Finally, the contradiction between a dilemma that one country’s high-end sci-tech development being blocked by other developed countries and that country's domestic security and market demand has triggered a theoretical discussion on breaking through key part of core technology and realizing sci-tech self-reliance and self-strengthening. Taking Industry-University-Research as the body, we analyze seven main breakthrough factors of the key part of core technology from the two dimensions of "breakthrough path" and "assistance channel": Technology suppression cognition and demand orientation, International science technology cooperation and open innovation, Deep integration of Industry-University-Research, Long-term sufficient R&D investment, Leading talents and their teams, Technology chain and industry chain, Government policies and institutional mechanisms. The conclusion can provide a basis of reference for the further research and practice.
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