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数据要素市场化与企业新质生产力:基于全要素生产率视角

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新质生产力以数据为关键要素,以全要素生产率大幅提升为核心标志;数据要素市场化配置对释放数据要素价值,进而提升企业全要素生产率和新质生产力具有重要作用.文章基于各地政府陆续设立数据交易平台的政策背景,在理论分析的基础上,采用渐进双重差分模型探究了数据要素市场化对企业全要素生产率的影响.研究发现,地方政府在设立数据交易平台后,企业的全要素生产率实现了显著提升,并且这种提升效应呈现边际递增特征.机制检验结果表明,数据要素市场化主要通过促进企业数字化转型、缓解企业融资约束以及降低企业各项成本等渠道影响企业全要素生产率.进一步研究发现,数据要素市场化更有利于非国有企业、高技术企业以及成长期企业的全要素生产率提升;城市的人才集聚水平、科技财政支出以及产权制度将对数据要素市场化的生产率提升效应产生重要影响.研究结论为企业加快培育新质生产力和政府深入推进数据要素市场化改革提供了经验证据和政策参考.
Data Factor Marketization and Enterprise's New Quality Productive Forces:From the Perspective of Total Factor Productivity
New quality productive forces takes data as the key element and a significant increase in total factor productivity as the core sign.The marketization allocation of data factors plays an important role in releasing the value of data factors and then enhancing the total factor productivity and new quality productive forces of enterprises.Based on the policy background of local governments setting up data trading platforms one after another,the article explores the impact of data factor marketization on enterprise total factor productivity by adopting a progressive double-difference model on the basis of theoretical analysis.It reveals that the estab-lishment of data trading platforms by local governments has led to a significant improvement in the total factor productivity of enterprises.Notably,this enhancement exhibits marginal incremental characteristics.The mechanism test results show that data factor marketization mainly affects enterprise total factor productivity through channels such as promoting enterprise digital transformation,alleviating enterprise financing con-straints,and reducing various costs of enterprises.Further research finds that data factor marketization is more conducive to the improvement of total factor productivity of non-state-owned enterprises,high-tech enter-prises,and enterprises in the growth stage.The level of talent agglomeration,science and technology fiscal expenditure,and property rights system of cities will have an important impact on the productivity improve-ment effect of data factor marketization.The conclusions provide empirical evidence and policy references for for enterprises to accelerate the nurturing of new productive forces and for governments to deepen the reform of data factor marketization.

Data factor marketizationtotal factor productivitynew quality productive forcestransaction costdigital transformation

郑国强

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吉林大学东北亚研究中心(长春 130012)

数据要素市场化 全要素生产率 新质生产力 交易成本 数字化转型

2024

求是学刊
黑龙江大学

求是学刊

CSSCICHSSCD北大核心
影响因子:0.582
ISSN:1000-7504
年,卷(期):2024.51(6)