Abstract

The increased final consumption exacerbates the problem of the scarcity of natural resources and leads to environmental pollution. The concept of circular economy, which implies the formation of closed-loop chains of production and consumption with maximum regeneration and recycling of materials, is considered as an alternative to the firmly established “linear economy” (take-make-dispose). As a part of sustainable development strategy, the European Union adopted a general policy on the transition to a circular economy. However, for objective reasons, such transition is quite uneven at the level of member countries, which adversely affects the total progress. Therefore, the need arises to assess the positions of individual countries and identify major reasons for the uneven transition to support the countries that are lagging.The goal of the study is to identify the factors of uneven progress of the EU countries towards a circular economy. For that reason, a set of empirical data (20 indicators) has been compiled; cluster, classification, and parametric analyses have been conducted. As a result, three clusters of the EU countries have been obtained and six indicators, included into combinations that make all clusters different, have been identified. These indicators can be interpreted as the key factors contributing to the uneven progress of the EU countries towards a circular economy. The difference in harmonic means by clusters allowed quantitatively estimating a “circular gap”. It is of practical value for the EU policy aimed at bridging the gaps between member countries during the transition to a circular economy.

Highlights

  • Modern capitalism of “unlimited growth” (Valenzuela & Böhm, 2017) is based on increasing the final consumption, the increase rate of which becomes alarming, that makes the economy more and more unsustainable in terms of the use of primary natural resources

  • The summary on dividing into these clusters, and, of different indicators enables the calculation of a can be considered as the factors of the countries composite index which is useful in complex diag- unevenness; third – parametric assessment of the nostics of the current situation and identification of level of the uneven progress of the countries toleaders and outsiders in building the circular econ- wards a circular economy (“circular gap”) between omy, which can be used by national and European the clusters of the European Union (EU) countries according to the authorities to determine the outcomes and justify group of indicators which were identified in the the areas of support to accelerate the EU transition course of classification. to the closed cycle (Momete, 2020)

  • This study was aimed to identify the factors of the uneven progress of the EU countries towards a circular economy based on the analysis of empirical data, and Data Mining methods were used for that purpose

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Summary

INTRODUCTION

Modern capitalism of “unlimited growth” (Valenzuela & Böhm, 2017) is based on increasing the final consumption, the increase rate of which becomes alarming, that makes the economy more and more unsustainable in terms of the use of primary (fossil) natural resources. The summary on dividing into these clusters, and, of different indicators enables the calculation of a can be considered as the factors of the countries composite index which is useful in complex diag- unevenness; third – parametric assessment of the nostics of the current situation and identification of level of the uneven progress of the countries toleaders and outsiders in building the circular econ- wards a circular economy (“circular gap”) between omy, which can be used by national and European the clusters of the EU countries according to the authorities to determine the outcomes and justify group of indicators which were identified in the the areas of support to accelerate the EU transition course of classification. “Circular gap” will be calculated as the difference between the corresponding values of different clusters

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