Intelligence analysis of digital technology innovation empowering enterprise green transformation: an empirical examination of mediating and moderating effects

Enterprise green transformation is a core pathway for achieving sustainable development goals. Using firm-level data from China during the period of 2011-2023, this study demonstrates digital technology innovation significantly promotes it (with an effect coefficient of 0.001, p < 0.01), and the conclusion remains robust after a series of tests. The mediation effect analysis indicates that new digital technologies facilitates green transformation by enhancing operational efficiency, the mediation pathway explains about 29% of the overall effect transmission mechanism. The analysis also reveals that the research and development expenditure intensity plays a moderating role with an effect coefficient of 0.001, p < 0.01. Heterogeneity analysis shows that in firms with low financing constraints and high industry competition, digital technology innovation demonstrates a more pronounced ability to advance green transformation. This study provides robust theoretical support and empirical evidence and achieves coordinated and sustainable economic and environmental development.

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Publication Details

Journal
Scientific Reports
Published
2025-11-23
DOI
https://doi.org/10.1038/s41598-025-27885-y
Primary Topic
Environmental Sustainability in Business
Type
article
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article

Intelligence analysis of digital technology innovation empowering enterprise green transformation: an empirical examination of mediating and moderating effects

Yili Qian, Ling Cao
Scientific Reports
Environmental Sustainability in Business
article

Intelligence analysis of digital technology innovation empowering enterprise green transformation: an empirical examination of mediating and moderating effects

Yili Qian, Ling Cao
article en

Abstract

Enterprise green transformation is a core pathway for achieving sustainable development goals. Using firm-level data from China during the period of 2011-2023, this study demonstrates digital technology innovation significantly promotes it (with an effect coefficient of 0.001, p < 0.01), and the conclusion remains robust after a series of tests. The mediation effect analysis indicates that new digital technologies facilitates green transformation by enhancing operational efficiency, the mediation pathway explains about 29% of the overall effect transmission mechanism. The analysis also reveals that the research and development expenditure intensity plays a moderating role with an effect coefficient of 0.001, p < 0.01. Heterogeneity analysis shows that in firms with low financing constraints and high industry competition, digital technology innovation demonstrates a more pronounced ability to advance green transformation. This study provides robust theoretical support and empirical evidence and achieves coordinated and sustainable economic and environmental development.

Scientific ReportsVol. 15(1)
Nanjing University of Information Science and Technology (CN)
Openalex Percentile: Top 54%
Environmental Sustainability in Business
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Intelligence analysis of digital technology innovation empowering enterprise green transformation: an empirical examination of mediating and moderating effects — Yili Qian, Ling Cao · Scientific Reports (2025) | TGRS Research Map | TGRS