数据要素赋能企业关键核心技术突破研究

马克卫, 苏毅洁, 孟宏玮

科研管理 ›› 2026, Vol. 47 ›› Issue (4) : 34-43.

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科研管理 ›› 2026, Vol. 47 ›› Issue (4) : 34-43. DOI: 10.19571/j.cnki.1000-2995.2026.04.004  CSTR: 32148.14.kygl.2026.04.004

数据要素赋能企业关键核心技术突破研究

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Research on the breakthroughs in key core technologies of enterprises empowered by data elements

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摘要

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。

Abstract

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.

关键词

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

Key words

data element / breakthrough in key core technology / information search cost / research and development decision / technology spillover

引用本文

导出引用
马克卫, 苏毅洁, 孟宏玮. 数据要素赋能企业关键核心技术突破研究[J]. 科研管理. 2026, 47(4): 34-43 https://doi.org/10.19571/j.cnki.1000-2995.2026.04.004
Ma Kewei, Su Yijie, Meng Hongwei. Research on the breakthroughs in key core technologies of enterprises empowered by data elements[J]. Science Research Management. 2026, 47(4): 34-43 https://doi.org/10.19571/j.cnki.1000-2995.2026.04.004
中图分类号: F124.3;F273.1   

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基金

国家社科基金重大项目:“全球资金流量核算与构建新发展格局研究”(23&ZD126,2023—2027)

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