摘要
数字化创新重塑了价值创造逻辑,为企业效率提升注入新动力。基于2011—2020年我国沪深A股制造业上市公司数据,在借助Python爬虫技术和文本分析方法测度企业数字化创新水平的基础上,实证检验数字化创新对制造业企业效率的影响和作用机制。结果显示:数字化创新有效促进了制造业企业效率的提升,价值共创是数字化创新提升企业效率的重要路径;基于行业和地区异质性分析发现,价值共创在数字化创新与制造业企业效率之间的中介作用集中于技术密集型企业和东部地区企业。研究结论有助于评估企业数字化创新的经济效应,为企业管理实践和政府政策制定提供经验证据。
Digital innovation has reshaped the logic of value creation and injected new impetus into the improvement of enterprise efficiency.Based on the data of Shanghai and Shenzhen A-share listed manufacturing companies from 2011 to 2020,on the basis of measuring the digital innovation level of enterprises with the help of Python crawler technology and text analysis method,this paper empirically examines the impact of digital innovation on the efficiency of manufacturing enterprises and its mechanism of action.The study found that digital innovation has effectively promoted the improvement of the efficiency of manufacturing enterprises,and value co-creation is an important path for digital innovation to improve the efficiency of enterprises.Based on the analysis of industry and regional heterogeneity,it is found that the intermediary role of value co-creation between digital innovation and enterprise efficiency of manufacturing enterprises is concentrated in technology-intensive enterprises and enterprises in the eastern region.The research conclusions can help to evaluate the economic effects of enterprise digital innovation,and provide empirical evidence for enterprise management practices and government policy formulation.
作者
谢卫红
刘瑾
张茜
郭海珍
XIE Wei-hong;LIU Jin;ZHANG Qian;GUO Hai-zhen
出处
《产经评论》
北大核心
2023年第5期100-114,共15页
Industrial Economic Review
基金
国家自然科学基金面上项目“重组视角的数字化创新影响因素及其对制造业核心竞争力构建机制研究”(项目编号:72274041,项目负责人:谢卫红)
广东省自然科学基金面上项目“数字化创新对制造企业绩效影响机理研究:基于重组创新与资源编排视角”(项目编号:2020A1515010971,项目负责人:谢卫红)
广东省哲学社会科学基金一般项目“基于技术可供性的数字化创新维度及其影响因素研究--以广东专精特新企业为例”(项目编号:GD22CGL28,项目负责人:郭海珍)。
关键词
数字化创新
价值共创
企业效率
制造企业
文本分析
digital innovation
value cocreation
enterprise efficiency
manufacturing enterprises
text analysis
