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多多益善还是过犹不及:企业数字化投入与全要素生产率

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本文构建包含数字化资本投入的动态一般均衡理论模型,通过理论推演发现,企业数字化投入对全要素生产率有倒U型影响.基于中国2007-2022年上市非金融企业数据的实证研究发现,企业数字化投入与全要素生产率之间存在倒U型关系,且在现阶段主要表现为正向效应.当数字化资产规模超过非数字化资产规模的0.337倍后,数字化投入会抑制企业全要素生产率的增长.数字技术创新、数字人才投入、人机协同和管理创新是企业数字化投入影响全要素生产率的重要传导机制,也是突破数字化困境的有效途径.企业数字化投入的全要素生产率效应因企业性质、行业特征、投人类型和城市数字治理水平的不同而存在显著差异,企业数字化投入关于工资和高技能劳动就业的社会福利效应也具有非线性特征.本文研究结论为优化数字化投入结构、推动企业高质量发展提供了经验证据和政策启示.
Is More Always Better?The Impact of Enterprise Digital Investment on Total Factor Productivity
This paper constructs a dynamic general equilibrium theoretical model including digital capital investment,and theoretically deduces the inverted U-shaped relationship between digital investment and total factor productivity(TFP).Based on the empirical study of China's listed non-financial enterprises from 2007 to 2022,we find that there is an inverted U-shaped relationship between enterprise digital investment and TFP,and the positive effect is mainly at this stage.When the scale of digital assets exceeds 0.337 times that of non-digital assets,digital investment inhibits the growth of enterprise TFP.Digital technology innovation,digital talents investment,human-machine collaboration,and management innovation are important transmission mechanisms for enterprises'digital input to affect TFP,and they are also effective ways to break through the digital dilemma.The TFP effect of enterprise digital input is significantly heterogeneous due to the differences of enterprise nature,industry characteristics,input types,and urban digital governance level,and its social welfare effect on wages and high-skilled labor employment is also non-linear.This paper provides empirical evidence and policy implications for optimizing the structure of digital investment and promoting high-quality development of enterprises.

Digital InputTotal Factor ProductivityDigital DilemmaInverted U-shape Relationship

黄赜琳、蒋鹏程

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上海财经大学财经研究所

数字化投入 全要素生产率 数字化困境 倒U型关系

2024

中国农村经济
中国社会科学院农村发展研究所

中国农村经济

CSTPCDCSSCICHSSCD北大核心
影响因子:1.643
ISSN:1002-8870
年,卷(期):2024.(12)