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影响企业数字化转型的关键因素研究OA北大核心CHSSCDCSSCI

Study on the Key Factors Influencing Enterprise Digital Transformation:Contribution Analysis Based on Multidimensional Indicators

中文摘要英文摘要

基于27 篇重要文献筛选出企业特征、治理特征、地区特征 3 个维度的 18 项变量,采用2007-2020 年沪深A股上市公司数据识别影响企业数字化转型的关键因素,分析表明:总体上看,影响企业数字化转型最为关键的 5 个因素依次为企业规模、企业年龄、经济发展水平、数字基础设施、专利存量;企业特征维度的关键因素为企业规模、年龄和专利存量,治理特征维度的关键因素为董事会规模、股权集中度和拥有IT背景高管,地区特征维度的关键因素为经济发展水平和数字基础设施.不同类型企业数字化转型的关键影响因素存在异质性:数字化水平较低企业受企业年龄、市场化和经济发展水平的影响更大,数字化水平较高企业受专利存量的影响更大;非高新技术企业受数字基础设施的影响更大,高新技术企业受市场化水平和专利存量的影响更大;管理者目光长远企业受经济发展水平的影响更大,管理者短视主义企业受市场化水平的影响更大;国有企业受市场化和经济发展水平的影响更大,非国有企业受企业规模和年龄的影响更大;中心区企业受企业年龄的影响更大,非中心区企业受数字基础设施和专利存量的影响更大.因此,加快企业数字化转型的着力点应放在助推企业做大做强、支持中小及新建企业、推进数字基础设施建设、深化市场化改革、促进企业创新等方面.

China's economy has transitioned from a high-speed growth phase to a high-quality development phase,and accelerating industrial transformation and improving quality and efficiency have become the top priorities for achieving high-quality economic development.Compared with the strategic requirements and practical exploration of accelerating the construction of a manufacturing power and a digital China,research on digital transformation in China is still relatively lagging behind.The current focus of academic research on digital transformation is still concentrated on its macro-and micro-economic effects.There is a basic consensus on the importance and necessity of enterprise digital transformation,but research on the impact mechanism and policy design of enterprise digital transformation is still relatively weak. This article first extracts the main factors that affect the digital transformation of enterprises based on relevant literature and theories.Then,based on the measurement method of contribution index,the relative importance of the influencing factors of enterprise digital transformation is measured to identify the key factors that determine the digital transformation of Chinese enterprises and their heterogeneity in digital foundation,region,ownership,industry,and executive characteristics.The research results show that the characteristics of enterprises represented by their size,age,and patent stock,as well as the regional environment represented by digital infrastructure and economic development,are the most critical internal and external factors determining the digital transformation of enterprises.The heterogeneity test results show that compared with companies with better digital foundations,the impact of age and marketization on the digital transformation of companies with poorer digital foundations are more critical;compared with enterprises in central areas,digital infrastructure has a more critical impact on the digital transformation of non-central enterprises;compared with non-state-owned enterprises,marketization has a more critical impact on the digital transformation of state-owned enterprises;compared with high-tech enterprises,digital infrastructure has a more critical impact on the digital transformation of non-high-tech enterprises;compared with enterprises with long-sighted executives,the impact of digital infrastructure and marketization on the digital transformation of enterprises with short-sighted executives is more crucial. Compared with existing research,the marginal contributions of this paper are mainly reflected in three aspects:firstly,it expands the relevant research on digital transformation from the perspective of identifying key factors in enterprise digital transformation.Unlike existing research that focuses on exploring the macro and micro economic effects of digital transformation,this article focuses on the"front-end"driving factors of enterprise digital transformation and constructs contribution indicators to identify key influencing factors,which helps to expand and enrich related research on digital transformation.Secondly,research methods have constructed indicators that can measure the relative contribution of each variable.This article draws on the method of Feng Genfu et al.(2021)to improve and redesign the indicators for evaluating the relative importance of variables,applying them to the identification scenarios of key influencing factors in enterprise digital transformation.This helps to scientifically grasp the key influencing factors of enterprise digital transformation and expand the application scenarios of relative contribution indicators.The third aspect is to explore the heterogeneity of key influencing factors on the digital transformation of enterprises in different types of enterprises from several dimensions:digital foundation,location,ownership,industry,and executive characteristics.Based on the research findings,the driving mechanisms and policy designs for the digital transformation of different types of enterprises are proposed,which has important practical significance.

邱洋冬

中共广东省委党校 经济学教研部,广东 广州 510053

经济学

数字化转型贡献度企业规模数字基础设施企业年龄专利存量地区经济水平

digital transformationcontribution degreeenterprise scaledigital infrastructureenterprise agepatent stockregional economic level

《西部论坛》 2024 (003)

74-94 / 21

广东省哲学社会科学规划青年项目(GD24YYJ08);广州市哲学社科规划共建项目(2023GZGJ24);广东省自然科学基金面上项目(2023A1515012447)

10.3969/j.issn.1674-8131.2024.03.006

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