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数字转型对绿色生产的影响:来自中国的证据。

Impact of digital transformation on green production: Evidence from China.

作者信息

Wang Xiantao, Shi Xiaofan

机构信息

School of Economics and Management, Southeast University, Nanjing, 210000, China.

出版信息

Heliyon. 2024 Jul 31;10(15):e35526. doi: 10.1016/j.heliyon.2024.e35526. eCollection 2024 Aug 15.

DOI:10.1016/j.heliyon.2024.e35526
PMID:39170126
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11336733/
Abstract

In the global context of development transformation, digital transformation (DT) has emerged as a prevalent practice among international corporations, facilitating the simultaneous enhancement of economic growth. However, limited research on how digital transformation affects green production, especially at a micro level, poses risks by impeding the understanding of strategies for balancing economic growth and environmental sustainability. This study addresses a critical research gap by elucidating the influence of digitization on green total factor productivity (GTFP). We based our findings on a sample of 280 listed non-financial firms from 2007 to 2021 and computed core variables through text analysis and the super-SBM model. The data analysis using fixed effects models, correlation analysis, instrumental variable approach, and difference-in-differences method. The findings underscore the positive impact of DT on enhancing firms' green innovation, investment efficiency, and internal control, consequently significantly elevating the level of GTFP. Additionally, it was observed that normal DT contributes to the sustainable long-term improvement of a firm's GTFP, whereas excessive DT exhibits a positive impact on short-term GTFP. This study's insights into the positive impact of DT on GTFP serve to guide enterprises and policymakers in navigating a transition towards high-quality development, facilitating a balanced approach that fosters environmental conservation alongside economic growth in both emerging and global contexts.

摘要

在全球发展转型的背景下,数字转型(DT)已成为国际企业中一种普遍的做法,有助于同时促进经济增长。然而,关于数字转型如何影响绿色生产的研究有限,尤其是在微观层面,这可能会阻碍对平衡经济增长和环境可持续性战略的理解,从而带来风险。本研究通过阐明数字化对绿色全要素生产率(GTFP)的影响,填补了这一关键的研究空白。我们的研究结果基于2007年至2021年280家非金融上市公司的样本,并通过文本分析和超SBM模型计算核心变量。数据分析采用固定效应模型、相关分析、工具变量法和双重差分法。研究结果强调了数字转型对提升企业绿色创新、投资效率和内部控制的积极影响,从而显著提高了绿色全要素生产率水平。此外,研究还发现,正常的数字转型有助于企业绿色全要素生产率的可持续长期提升,而过度的数字转型对短期绿色全要素生产率有积极影响。本研究对数字转型对绿色全要素生产率的积极影响的见解,有助于指导企业和政策制定者向高质量发展转型,在新兴和全球背景下促进一种平衡的方法,即在促进经济增长的同时实现环境保护。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/023a/11336733/59ff6c08611b/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/023a/11336733/793ee9e149ab/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/023a/11336733/86c066d31099/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/023a/11336733/59ff6c08611b/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/023a/11336733/793ee9e149ab/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/023a/11336733/86c066d31099/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/023a/11336733/59ff6c08611b/gr3.jpg

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The role of digitalization on green economic growth: Does industrial structure optimization and green innovation matter?数字化对绿色经济增长的作用:产业结构优化和绿色创新是否重要?
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How does digital economy affect green total factor productivity? Evidence from China.
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The impact of digital economy on total factor carbon productivity: the threshold effect of technology accumulation.数字经济对全要素碳生产率的影响:技术积累的门槛效应。
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