Exploring the nexus of globalization and natural resource scarcity in driving green technology innovation: Insights from advanced panel data techniques

IF 3.5 4区 社会学 Q2 ENVIRONMENTAL SCIENCES
Jianmin Li, Farzan Yahya, Muhammad Waqas
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Abstract

Green technology innovation (GTI) plays a pivotal role in improving environmental sustainability. Our study fills a significant research gap by investigating how globalization and natural resource depletion (NRD) impact eco‐innovation. Rooted in knowledge spillover and ecological modernization theories, we utilize advanced panel data techniques, an aspect underexplored in empirical studies. Our panel data span G20 countries from 1986 to 2019, further dissected into sub‐panels—BRICS (emerging economies) and G7 (advanced economies). Initial tests reveal cross‐sectional dependencies and slope heterogeneities across all panels, corroborated by Westerlund cointegration test indicating a long‐term equilibrium. Driscoll–Kraay estimator highlights that economic and social globalization significantly drive eco‐innovation, while political globalization deteriorates GTI. The effect of NRD is also negative for G20 and BRICS countries, while G7 economies exhibit lower vulnerability to NRD shocks. Long‐run estimates from CS‐ARDL underscore the positive role of economic globalization in both the short and long run, while the negative role of NRD remains persistent in the long run. Panel quantile regression results prove that the effect of globalization is asymmetric across GTI distribution and varying across underlying groups. NRD, while hindering progress at higher quantiles, supports eco‐innovation at lower quantiles of advanced economies. Panel threshold estimations confirm the positive influence of both globalization and NRD, particularly for highly eco‐innovative nations. These findings bear significant policy implications, charting a path toward sustainable economic growth through the widespread adoption of green technology.
探索全球化与自然资源稀缺在推动绿色技术创新方面的关系:高级面板数据技术的启示
绿色技术创新(GTI)在改善环境可持续性方面发挥着举足轻重的作用。我们的研究通过调查全球化和自然资源枯竭(NRD)如何影响生态创新,填补了一项重要的研究空白。我们以知识溢出和生态现代化理论为基础,利用先进的面板数据技术,这在实证研究中尚未得到充分探索。我们的面板数据横跨 1986 年至 2019 年的 G20 国家,并进一步细分为子面板--BRICS(新兴经济体)和 G7(发达经济体)。初步测试显示,所有面板都存在横截面依赖性和斜率异质性,Westerlund 协整检验也证实了这一点,表明存在长期均衡。Driscoll-Kraay 估计器显示,经济和社会全球化极大地推动了生态创新,而政治全球化则恶化了 GTI。NRD 对 G20 和金砖国家的影响也是负面的,而 G7 经济体对 NRD 冲击的脆弱性较低。根据 CS-ARDL 的长期估计,经济全球化在短期和长期都发挥了积极作用,而 NRD 的负面作用在长期依然存在。面板量子回归结果证明,全球化的影响在 GTI 分布中是不对称的,在不同的基本群体中也各不相同。在发达经济体中,NRD 在较高数量级上阻碍了进步,但在较低数量级上支持了生态创新。面板阈值估算证实了全球化和 NRD 的积极影响,尤其是对高生态创新国家而言。这些发现具有重要的政策意义,为通过广泛采用绿色技术实现可持续经济增长指明了道路。
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来源期刊
Natural Resources Forum
Natural Resources Forum 环境科学-环境科学
CiteScore
6.10
自引率
0.00%
发文量
24
审稿时长
>36 weeks
期刊介绍: Natural Resources Forum, a United Nations Sustainable Development Journal, focuses on international, multidisciplinary issues related to sustainable development, with an emphasis on developing countries. The journal seeks to address gaps in current knowledge and stimulate policy discussions on the most critical issues associated with the sustainable development agenda, by promoting research that integrates the social, economic, and environmental dimensions of sustainable development. Contributions that inform the global policy debate through pragmatic lessons learned from experience at the local, national, and global levels are encouraged. The Journal considers articles written on all topics relevant to sustainable development. In addition, it dedicates series, issues and special sections to specific themes that are relevant to the current discussions of the United Nations Commission on Sustainable Development (CSD). Articles must be based on original research and must be relevant to policy-making. Criteria for selection of submitted articles include: 1) Relevance and importance of the topic discussed to sustainable development in general, both in terms of policy impacts and gaps in current knowledge being addressed by the article; 2) Treatment of the topic that incorporates social, economic and environmental aspects of sustainable development, rather than focusing purely on sectoral and/or technical aspects; 3) Articles must contain original applied material drawn from concrete projects, policy implementation, or literature reviews; purely theoretical papers are not entertained.
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