How does the digital transformation of corporates affect green technology innovation? An empirical study from the perspective of asymmetric effects and structural breakpoints

被引:34
|
作者
Dou, Qianqian [1 ]
Gao, Xinwei [1 ]
机构
[1] China Univ Petr East China, Sch Econ & Management, Qingdao 266580, Shandong, Peoples R China
关键词
Digital transformation; Green technology innovation; Heterogeneous effect; Threshold effect; China; RESEARCH-AND-DEVELOPMENT; ENTREPRENEURS; RESOURCES; FIRMS;
D O I
10.1016/j.jclepro.2023.139245
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
With the continuous advancement of the digital economy and green development strategies, exploring the impact of digital transformation on corporate green technology innovation becomes an importantly urgent issue. Based on the perspectives of asymmetric effects and structural breakpoints, this paper empirically analyses the effect of digital transformation on green technology innovation, as well as its heterogeneity and non-linear characteristics, using fixed effect models and panel threshold model with a sample of Chinese A-share-listed corporates from 2011 to 2021. The findings suggest that digital transformation of corporates can significantly promotes green technology innovation, which remains valid after a series of endogenous and robustness tests. Heterogeneous regression results shows that digital transformation exhibits an asymmetric impact on green technology innovation, with greater incentive effect for state-owned corporates, manufacturing corporates, and corporates located in areas with stricter environmental regulations. Additionally, threshold effect analyses prove that a positive non-linear relationship between digital transformation and green technology innovation, when corporate human capital, industry competition and regional institutional quality exceeded their respective structural breakpoints, the marginal contribution of digital transformation is further strengthened. This research provides clearer policy insights for corporates to promote cleaner production and low carbon development through digitization.
引用
收藏
页数:16
相关论文
共 50 条
  • [31] How Does Regional Innovation Capacity Affect the Green Growth Performance? Empirical Evidence from China
    Hu, Sumin
    Liu, Shulin
    Li, Die
    Lin, Yuxuan
    SUSTAINABILITY, 2019, 11 (18)
  • [32] How Digital Technology Reduces Carbon Emissions: From the Perspective of Green Innovation, Industry Upgrading, and Energy Transition
    Huang, Jiangang
    Chen, Xinya
    Zhao, Xing
    JOURNAL OF THE KNOWLEDGE ECONOMY, 2024, 15 (4) : 19294 - 19326
  • [33] How does heterogeneous green technology innovation affect air quality and economic development in Chinese cities? Spatial and nonlinear perspective analysis
    Zhang, Zhongqingyang
    Zhou, Zhongbao
    Zeng, Zhijian
    Zou, Yuxuan
    JOURNAL OF INNOVATION & KNOWLEDGE, 2023, 8 (04):
  • [34] How does the digital transformation drive digital technology innovation of enterprises? Evidence from enterprise's digital patents
    Fang, Xubing
    Liu, Maotao
    TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2024, 204
  • [35] Digital Transformation and Green Technology Innovation in Manufacturing Enterprises: A Study Based on Big Data Text Mining
    Yin, Ximing
    Wang, Zhaohui
    Chen, Jin
    Li, Jizhen
    FRONTIERS OF BUSINESS RESEARCH IN CHINA, 2024, 18 (03) : 298 - 317
  • [36] How Does Environmental Regulation Affect Green Innovation? A Perspective From the Heterogeneity in Environmental Regulations and Pollutants
    Chen, Zhenling
    Niu, Xiaoyan
    Gao, Xiaofang
    Chen, Huihui
    FRONTIERS IN ENERGY RESEARCH, 2022, 10
  • [37] Environmental Regulation, Green Technology Innovation, and Industrial Green Transformation: Empirical Evidence from a Developing Economy
    Zhang, Xinyu
    Hou, Yuling
    Geng, Kaiwen
    SUSTAINABILITY, 2024, 16 (16)
  • [38] How does the development of the digital economy affect innovation output? Exploring mechanisms from the perspective of regional innovation systems
    Zhou, Qin
    Cheng, Changgao
    Fang, Zhou
    Zhang, Hengquan
    Xu, Yining
    STRUCTURAL CHANGE AND ECONOMIC DYNAMICS, 2024, 70 : 1 - 17
  • [39] How does green technology innovation affect urban carbon emissions? Evidence from Chinese cities
    Lu, Xinhui
    Lu, Zirui
    ENERGY AND BUILDINGS, 2024, 325
  • [40] How does digital transformation affect sustainable innovation performance? The pivotal roles of digital technology-business alignment and environmental uncertainty
    Lin, Jiabao
    Mao, Minyi
    SUSTAINABLE DEVELOPMENT, 2024, 32 (04) : 3163 - 3181