首页|创新型城市试点对企业数字化转型的政策效应及其传导机制——基于双重差分方法的准自然实验

创新型城市试点对企业数字化转型的政策效应及其传导机制——基于双重差分方法的准自然实验

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创新型城市试点政策是中国建设创新型国家的战略部署,但目前基于微观企业层面、采取定量方法对其是否以及如何影响企业数字化战略选择的相关研究缺乏.在数字经济时代下,为给中国进一步推动企业利用制度优势实现数字化转型提供经验证据,从制度层面的视角,以微观企业数字化转型为研究对象,利用Python软件对 2004-2020 年中国上市企业年报关键词进行文本挖掘,构建企业数字化转型评价指标,运用多时点的双重差分(DID)模型考察创新型城市试点对企业数字化转型的政策效应及其作用机制.结果发现,相较于非试点城市,试点城市内的企业更加易于开展数字化转型,且这一政策效果在非国有企业、资本密集型行业的企业以及技术密集型行业的企业中更为显著;而且,创新型城市试点能够通过缓解企业融资约束、促进科技人才集聚和优化创新环境(硬环境和软环境)对企业数字化转型产生影响.据此,提出进一步总结创新型城市试点建设的经验、因企制宜地采用差别化的激励扶持政策,以及重视资金、人才、新型基础设施建设和知识产权保护等政策传导渠道等相关政策建议.
Policy Effect and Transmission Mechanism of Innovative City Pilot on the Enterprises Digital Transformation:Quasi-natural Experiments Based on Two-fold Differential Methods
The pilot policy of innovative city is the strategic deployment of China to build an innovative country.However,there is a lack of relevant research on whether and how it affects the digital strategy choice of enterprises based on the micro-enterprise level and adopting the quantitative methods.Therefore,in the era of the digital economy,in order to provide empirical evidence for China to further promote enterprises to use institutional advantages to achieve digital transformation,from the perspective of the institutional level,taking the digital transformation of micro enterprises as the research object,this paper uses Python software to conduct text mining on keywords in the annual reports of listed companies in China from 2004 to 2020,and constructs enterprise digital transformation indicators,further uses a multi-temporal difference-in-difference model(DID)to examine the policy effect of innovative city pilots on enterprise digital transformation and its mechanism of action.It is found that compared with non-pilot cities,enterprises in pilot cities are more likely to carry out digital transformation,and this policy effect is more significant among non-state-owned enterprises,enterprises in capital-intensive industries,and enterprises in technology-intensive industries.Besides,innovative city pilots have an impact on enterprise digital transformation by easing enterprise financing constraints,promoting the agglomeration of scientific and technological talents,and optimizing the innovation environment(hard environment and soft environment).Accordingly,the paper puts forward relevant policy suggestions such as further summarizing the experience of innovative city pilot construction,adopting differentiated incentive and support policies according to enterprises,as well as paying attention to policy transmission channels like the capital,talent,new infrastructure construction and intellectual property protection,etc.

enterprise digital transformationinnovative citypilot policypolicy effecttransmission mechanismbuilding an innovative country

姜浩、邓峰

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新疆大学经济与管理学院,新疆乌鲁木齐 830046

企业数字化转型 创新型城市 试点政策 政策效应 传导机制 创新型国家建设

国家社会科学基金新疆大学哲学社会科学校内高端智库培育项目

18BJL08322GPY004

2024

科技管理研究
广东省科学学与科技管理研究会

科技管理研究

CSTPCDCHSSCD
影响因子:0.779
ISSN:1000-7695
年,卷(期):2024.44(8)
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