Mapping socio-environmental policy integration in the European Union: A multilayer network approach

IF 9.7 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL
Roy Cerqueti, Giovanna Ferraro, Raffaele Mattera, Saverio Storani
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引用次数: 0

Abstract

This paper faces the relevant task of assessing the integration of European countries when dealing with three paradigmatic socio-environmental themes: Circular Economy (CE), Energy Transition (ET), and Social Justice (SJ). Specifically, we aim to explore whether a similar behavior in facing one of the considered aspects is mirrored by similarity in the others. We move from a dataset composed of five variables for CE, two for ET, and three for SJ, representing yearly data for the quinquennium 2016-2020 and European countries. We build a multilayer network based on the ten variables having countries as nodes. Each layer/variable has weighted links based on countries’ similarity. Inter-layer links are created through a community detection exercise over the individual layers. This approach allows us to evaluate analogies, leading to the assessment of intra- and inter-layer policy integration. We find a relatively low level of integration at the European level and a high sensitivity to the number of detected communities, thus revealing the role of countries’ heterogeneity in driving integration.
绘制欧盟社会环境政策一体化:多层网络方法
本文面临的相关任务是在处理三个典型的社会环境主题时评估欧洲国家的一体化:循环经济(CE),能源转型(ET)和社会正义(SJ)。具体来说,我们的目标是探索在面对一个被考虑的方面时的类似行为是否会被其他方面的相似性所反映。我们的数据集由5个CE变量、2个ET变量和3个SJ变量组成,代表了2016-2020五年期和欧洲国家的年度数据。我们以国家为节点,以十个变量为基础,构建了一个多层网络。每一层/变量都有基于国家相似性的加权链接。层间链接是通过对各个层进行社区检测来创建的。这种方法使我们能够评估类比,从而对层内和层间的策略集成进行评估。我们发现欧洲层面的一体化水平相对较低,对检测到的社区数量的敏感性很高,从而揭示了国家异质性在推动一体化方面的作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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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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