新的数字基础设施能否提高生态全要素生产率?来自中国城市的证据

IF 7.9 2区 经济学 Q1 ECONOMICS
Chenchen Wang , Yaobin Liu , Sheng Hu , Xuewen Liu
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引用次数: 0

摘要

在全球环境挑战和经济转型的关键时期,研究新型数字基础设施(NDI)在提高生态全要素生产率(ETFP)方面的潜力对于推动可持续发展至关重要。本研究利用 2010-2021 年中国城市面板数据,结合计量经济学模型、Python 文本分析、等效因子法和 ArcGIS 叠加分析等方法,从理论和实证角度探讨了新型数字基础设施能否提高生态全要素生产率及其作用机制。研究发现,NDI 能显著增强 ETFP。经过一系列稳健性检验和工具变量回归,结论仍然有效。进一步的机制检验表明,NDI 的建设主要通过双重结构优化效应、绿色创新效应和经济集聚效应有效促进了 ETFP 的发展。NDI对提升ETFP的影响表现出显著的异质性,尤其是在环线西侧、生态调节功能区、资源型城市、第二产业主导型城市和智慧城市,NDI对提升ETFP的效果更为明显。此外,这种效应还表现出时间上的差异,尤其是在 2013 年之后,增强效应明显增强。此外,随着资源配置效率的提高和公众环保意识的增强,这种增强效应会变得更加显著。这项研究不仅加深了人们对 NDI 促进可持续发展潜力的理解,也为全球经济的绿色转型提供了理论和实证依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Can new digital infrastructure enhance ecological total factor productivity? Evidence from Chinese cities
During a pivotal time for global environmental challenges and economic restructuring, investigating the potential of new digital infrastructure (NDI) to enhance ecological total factor productivity (ETFP) emerges as crucial for propelling sustainable development initiatives. This study utilizes panel data collected from Chinese cities from 2010–2021, combining econometric models, Python text analysis, equivalence factor method, and ArcGIS overlay analysis to theoretically and empirically examine whether NDI can enhance ETFP and its action mechanisms. The study finds that NDI significantly enhances ETFP. After a series of robustness checks and instrumental variable regressions, the conclusions remain valid. Further mechanism tests reveal that the construction of NDI effectively boosts ETFP primarily through dual-structure optimization effect, green innovation effect, and economic agglomeration effect. The influence of NDI on enhancing ETFP exhibits significant heterogeneity, especially on the west side of the Hu Huanyong Line, in ecological regulation functional zones, resource-based cities, cities dominated by the secondary industry, and smart cities, where the effects of NDI on enhancing ETFP are more pronounced. Moreover, this effect shows temporal differences, particularly after 2013, when the enhancement effect became significantly strong. Furthermore, as resource allocation efficiency and public environmental awareness increase, this enhancement effect become even increasingly significant. This study not only deepens the understanding of the potential for NDI to promote sustainable development but also furnishes theoretical and empirical substantiation for the green transformation of the global economy.
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来源期刊
CiteScore
9.80
自引率
9.20%
发文量
231
审稿时长
93 days
期刊介绍: Economic Analysis and Policy (established 1970) publishes articles from all branches of economics with a particular focus on research, theoretical and applied, which has strong policy relevance. The journal also publishes survey articles and empirical replications on key policy issues. Authors are expected to highlight the main insights in a non-technical introduction and in the conclusion.
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