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
  • [21] How does the digital economy affect green innovation efficiency: evidence from China
    Liu, Rongrong
    Jiang, Jinbo
    Long, Yun
    JOURNAL OF ENVIRONMENTAL PLANNING AND MANAGEMENT, 2023,
  • [22] Digital transformation's impact on upstream green technology innovation: a supply chain perspective
    Bian, Zhiqiang
    Luo, Mi
    APPLIED ECONOMICS, 2025,
  • [23] Investigation on how carbon markets and digital transformation affect green innovation: evidence from Chinese listed companies
    Wang, Di
    Dou, Wei
    ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY, 2024, 26 (09) : 22775 - 22800
  • [24] How Does Technological Niche Affect Green Collaborative Innovation? The Contingent Role of Digital Transformation and Female Executives
    Wang, Hongwei
    Xie, Xuemei
    Martin Martin, Jose Maria
    Ulrich, Klaus
    IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2025, 72 : 446 - 459
  • [25] How does trade policy uncertainty affect green innovation in the USA and China? A nonlinear perspective
    Lian, Chao
    Pei, Jinping
    Zheng, Shiyong
    Li, Biqing
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2024, 31 (13) : 19615 - 19634
  • [26] How Does Environmental Regulation Affect the Relationship between FDI and Technological Innovation: From the Perspective of Technology Transactions
    Zeng, Meng
    Liu, Lihang
    Zhou, Fangyi
    Xiao, Yigui
    PROCESSES, 2021, 9 (08)
  • [27] How does high-speed railway affect green technology innovation? A perspective of high-quality human capital
    He, Ziwen
    Chen, Ziyang
    Feng, Xiao
    ENVIRONMENTAL SCIENCES EUROPE, 2023, 35 (01)
  • [28] The Effect of Enterprise Digital Transformation on Green Technology Innovation: A Quantitative Study on Chinese Listed Companies
    Tang, Liang
    Jiang, Haifeng
    Hou, Shanshan
    Zheng, Jun
    Miao, Lianqi
    SUSTAINABILITY, 2023, 15 (13)
  • [29] How does green credit affect industrial green transformation? Mechanism discussion and empirical test
    Song, Xiaowei
    Zhang, Lulu
    Ren, Siyu
    HELIYON, 2024, 10 (13)
  • [30] How does two-way FDI affect China's green technology innovation?
    Xu, Yingzhi
    Ren, Zifan
    Li, Yue
    Su, Xin
    TECHNOLOGY ANALYSIS & STRATEGIC MANAGEMENT, 2024, 36 (11) : 3245 - 3264