Social circular economy for sustainable development in European Union member countries: a fuzzy logic-based evaluation

IF 3.1 3区 计算机科学 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Gökçe Candan, Merve Cengiz Toklu
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Abstract

Although the concept of circular economy is a frequently encountered effective tool of sustainable development, its social dimension, the social circular economy, is a topic that has only begun to be discussed. Assessing the social circular economy performance of European Union countries from the sustainable development perspective is critical for monitoring their progress. In this study, a model that evaluates the social circular economy performances of countries for sustainable development is proposed. The importance weights of the evaluation criteria are determined using the interval-valued intuitionistic fuzzy VIKOR method’s linguistic scale. Then , the countries are ranked using the grey relational analysis method. In this study, the social circular economy performance of EU member states for 2021 are investigated with the proposed model. According to the results obtained, social circular economy performances are directly proportional to the success of countries in achieving sustainable development goals. The success rating achieved in this study may vary with the improvement activities of the relevant countries. The proposed model updates the ranking, considering each improvement. The findings of this study can help scholars and policymakers better understand the social circularity capabilities of the European Union member countries in the context of sustainable development. In the limited literature, there is no other study in which the social circular economy performance of EU member countries is measured with the relevant evaluation criteria. A model that can evaluate the social circular economy performances of the European Union member countries is proposed to fill the profound gap in this field. We contributed to the literature with a new model that differs with evaluation criteria, real and current data sets.

Abstract Image

欧盟成员国促进可持续发展的社会循环经济:基于模糊逻辑的评估
尽管循环经济的概念是可持续发展中经常遇到的有效工具,但其社会维度,即社会循环经济,才刚刚开始讨论。从可持续发展的角度评估欧盟国家的社会循环经济绩效对于监测其进展情况至关重要。本研究提出了一个评估各国可持续发展社会循环经济绩效的模型。评价标准的重要性权重采用区间值直观模糊 VIKOR 方法的语言标度确定。然后,使用灰色关系分析方法对各国进行排序。本研究利用所提出的模型对欧盟成员国 2021 年的社会循环经济绩效进行了研究。研究结果表明,社会循环经济绩效与各国实现可持续发展目标的成功程度成正比。本研究得出的成功评级可能会因相关国家的改进活动而有所不同。建议的模型会根据每次改进情况更新排名。本研究的结果有助于学者和决策者更好地了解欧盟成员国在可持续发展背景下的社会循环能力。在有限的文献中,还没有其他研究用相关评价标准来衡量欧盟成员国的社会循环经济绩效。为了填补这一领域的空白,我们提出了一个可以评估欧盟成员国社会循环经济绩效的模型。我们为文献提供了一个新模型,该模型与评价标准、真实和当前数据集不同。
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来源期刊
Soft Computing
Soft Computing 工程技术-计算机:跨学科应用
CiteScore
8.10
自引率
9.80%
发文量
927
审稿时长
7.3 months
期刊介绍: Soft Computing is dedicated to system solutions based on soft computing techniques. It provides rapid dissemination of important results in soft computing technologies, a fusion of research in evolutionary algorithms and genetic programming, neural science and neural net systems, fuzzy set theory and fuzzy systems, and chaos theory and chaotic systems. Soft Computing encourages the integration of soft computing techniques and tools into both everyday and advanced applications. By linking the ideas and techniques of soft computing with other disciplines, the journal serves as a unifying platform that fosters comparisons, extensions, and new applications. As a result, the journal is an international forum for all scientists and engineers engaged in research and development in this fast growing field.
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