数字化转型对企业创新产出的非线性影响研究  

Research on the nonlinear impact of digital transformation on innovation output of enterprises

作　　者：罗瑾琏[1] 王象路 耿新[2] Luo Jinlian;Wang Xianglu;Geng Xin(School of Economics and Management,Tongji University,Shanghai 200092,China;School of Business Administration,Shandong University of Finance and Economics,Jinan 250014,Shandong,China)

机构地区：[1]同济大学经济与管理学院,上海200092 [2]山东财经大学工商管理学院,山东济南250014

出　　处：《科研管理》2023年第8期1-10,共10页Science Research Management

基　　金：国家自然科学基金面上项目:“学习-认知视角下双元领导行为的多层效应与转换过程研究”(71772138,2018.01—2021.12);国家自然科学基金面上项目:“内化于心何以外显于行:创新使命的多层次意义建构及对企业突破性创新影响效应研究”(72072128,2021.01—2024.12);山东省社会科学规划研究项目:“山东省区域人才活力评价与提升对策研究”(21CJJJ12,2021.12—2023.12)。

摘　　要：在数字经济加速发展的背景下,企业能否通过数字技术驱动创新能力提升,成为其实现提质增效乃至获取核心竞争力的关键所在,但现有研究对数字化转型与创新产出的关系仍存在较大争议。本文基于中国上市公司2007-2020年A股上市公司的数据,实证检验了数字化转型对企业创新产出的非线性影响及其作用机制。结果显示,数字化转型对企业创新产出存在倒U型影响,即随着数字化程度由低向高的转变,企业创新绩效呈现先上升后下降的非线性演化趋势,以上结论在经过一系列内生性检验后依然成立。机制检验表明,研发授权和人力资本结构在企业数字化转型和创新产出之间发挥倒U型中介作用。本文研究结论丰富并拓展了数字化转型与企业创新效益之间的非线性逻辑探索,为企业完善数字化转型战略并提升创新效益提供了经验证据和决策支持。Under the background of the accelerated development of digital economy,human economy and society has rapidly entered a"digital"era.Driven by both policy orientation and practical development,digital transformation is also deeply engraved in the evolution of Chinese enterprises.Although digital technology provides new development opportunities,the effect of digital transformation of most enterprises in practice is not ideal.It should be noted that the essence of digital transformation lies in the reconstruction of productivity and whether enterprises carry out all-round innovation with digital technology in the process of transformation is the key to realize digital drive and build core competitiveness.However,the research on enterprise digital transformation and innovation output has long been controversial.For that reason,a more systematic study on how digital transformation affects enterprise innovation output and what is the internal mechanism of the complex relationship between digital transformation and innovation output has significant theoretical value and practical significance.Based on the data of A-share listed companies in China from 2007 to 2020,this paper empirically tested the nonlinear impact of digital transformation on enterprise innovation output and its mechanism.In the research design,this paper used the natural logarithm of the number of invention patents to measure the innovation output.Meanwhile,the ratio of digital intangible assets to total intangible assets and the natural logarithm of the frequency of digital related words in the annual reports of listed companies were used to measure the digitization degree of enterprises.The empirical analysis results showed that digital transformation has a significant inverted U-shaped impact on enterprise innovation output.With the transformation of digital degree from low to high,enterprise innovation performance presents a nonlinear evolution trend of first rising and then falling.The above conclusions are still valid after the endogenous tests o

关 键 词：数字化转型 创新产出 研发授权 人力资本结构 

分 类 号：F273.1[经济管理—企业管理]