数据要素市场化与城市创业OACHSSCD

Data Factor Marketization and Urban Entrepreneurship:Evidence from Data Exchange Center Establishment

中文摘要英文摘要

推进我国数据要素市场化改革是提升资源配置效率、培育创新发展新动能的重要制度保障.通过搜集首批数据交易中心设立信息,采用多期双重差分模型识别数据要素市场化对城市创业活力的因果效应.研究发现,数据交易中心设立显著提高了"城市-行业"层面创业活力,结果通过事件研究、异质性处理效应检验及多种稳健性检验后依然成立.这种效应在全要素生产率低、盈利能力高及创新投入多的行业中更显著.机制分析表明,缓解信息约束和改善外部融资环境是数据要素市场化发挥作用的重要渠道.进一步研究发现,新增企业主要来自合伙企业和中小企业,创业活力呈现向第三产业集中的结构性特征.本文立足我国数据要素市场化改革发展的现实阶段,为评估数据制度建设对创业活力与产业结构转变的影响提供了经验证据,并为完善数据要素市场体系、促进创业高质量发展提供政策启示.

Promoting the marketization of data factors in China is an important institutional arrangement for improving resource allocation efficiency and fostering new drivers of innovation-driven growth.Using data on the first batch of data exchange centers,this paper employs a multi-period difference-in-differences(DID)model to identify the causal effect of data factor marketization on urban entrepreneurship.We find that the establishment of data exchange centers significantly increases entrepreneurship at the city-industry level.The results remain robust across an event-study design,tests of heterogeneous treatment effects,and multiple robustness checks.The effect is stronger in industries with lower total factor productivity,higher profitability,and more innovation investment.Mechanism analysis shows that easing information access constraints and improving the external financing environment are two key channels through which the policy operates.Further analysis shows that new startups mainly come from partnerships and small-and medium-sized firms.Entrepreneurial activity also shows a structural shift toward the tertiary sector.Based on the analysis in China's current stage of data factor marketization,this paper provides empirical evidence on how data institutions affect entrepreneurship and industrial structural change.It also offers policy implications for improving the data factor market system and promoting high-quality entrepreneurial development.

张倩肖;王猛;段义学

西安交通大学 经济与金融学院,陕西 西安 710049西安交通大学 经济与金融学院,陕西 西安 710049西安交通大学 经济与金融学院,陕西 西安 710049

管理科学

数据要素市场化数据交易中心城市创业信息约束外部融资环境

data factor marketizationdata exchange centerurban entrepreneurshipinformation constraintsexternal financing environment

《北京工业大学学报(社会科学版)》 2026 (4)

56-71,16

贵州省哲学社会科学规划重大课题(24GZZB14)

10.12120/bjutskxb202604056

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