Which green path to follow: The development of green transportation technology under the EU ETS and its interplay with carbon emission reduction

IF 10 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL
Darius Lambrecht, Tom Willeke
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Abstract

The reduction of carbon emissions is a key element in the fight against the climate crisis. Freight transportation emissions account for 5–8% of global carbon emissions and are among the costliest to abate. This study examines the impact of the European Union Emissions Trading System (EU ETS) on green transportation technology development as a pathway to emission reduction through the lens of the Porter Hypothesis. For this we combine patents from PATSTAT with carbon emission data from EUETS.info of non-financial manufacturing, trade and transportation firms regulated under the EU ETS. First, we use a SARIMA interrupted time series analysis on all patent filings classified under the Y02T category for green transportation technologies from 2000 to 2020. Our findings indicate that stringent EU ETS reforms in 2013 are associated with an increase in the share of green transportation patent filings relative to general green patents. Second, we use a firm-year panel dataset of 4,064 firms and 53,470 firm-years to calculate fixed-effects quantile regression models with lagged responses of green patenting on carbon emission reduction. We demonstrate that green transportation patents are associated with firm-level carbon emission reductions, with effects growing over time. In contrast, general green patents do not exhibit the same impact. Our results offer empirical support for the Porter Hypothesis, adding to the research how stringent environmental regulations can drive sector-specific technological advancements and contribute to climate goals. These findings inform policymakers on the effectiveness of stringent market-based environmental instruments in fostering targeted green innovation and achieving emission reductions.
绿色之路:欧盟碳排放交易体系下绿色交通技术的发展及其与碳减排的相互作用
减少碳排放是应对气候危机的关键因素。货运排放占全球碳排放的 5-8%,是减排成本最高的行业之一。本研究通过波特假说(Porter Hypothesis)的视角,探讨了欧盟排放交易体系(EU ETS)对作为减排途径的绿色运输技术发展的影响。为此,我们将 PATSTAT 的专利与 EUETS.info 的碳排放数据相结合,这些数据涉及受欧盟排放交易体系监管的非金融制造、贸易和运输企业。首先,我们使用 SARIMA 中断时间序列分析法,对 2000 年至 2020 年绿色交通技术 Y02T 类别下的所有专利申请进行分析。我们的研究结果表明,2013 年严格的欧盟排放交易计划改革与绿色交通专利申请份额相对于一般绿色专利的增加有关。其次,我们使用包含 4,064 家企业和 53,470 个企业年的企业年面板数据集,计算了绿色专利对碳减排滞后响应的固定效应量化回归模型。结果表明,绿色交通专利与企业层面的碳减排相关,并且随着时间的推移,效果会越来越大。相比之下,一般的绿色专利并没有表现出同样的影响。我们的研究结果为波特假说提供了实证支持,为研究严格的环境法规如何推动特定行业的技术进步并促进气候目标的实现增添了新的内容。这些发现为政策制定者提供了信息,帮助他们了解严格的市场环境手段在促进有针对性的绿色创新和实现减排方面的有效性。
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来源期刊
Journal of Cleaner Production
Journal of Cleaner Production 环境科学-工程:环境
CiteScore
20.40
自引率
9.00%
发文量
4720
审稿时长
111 days
期刊介绍: The Journal of Cleaner Production is an international, transdisciplinary journal that addresses and discusses theoretical and practical Cleaner Production, Environmental, and Sustainability issues. It aims to help societies become more sustainable by focusing on the concept of 'Cleaner Production', which aims at preventing waste production and increasing efficiencies in energy, water, resources, and human capital use. The journal serves as a platform for corporations, governments, education institutions, regions, and societies to engage in discussions and research related to Cleaner Production, environmental, and sustainability practices.
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