The relationship between nuclear energy consumption and economic growth: evidence from Switzerland

被引:45
|
作者
Magazzino, Cosimo [1 ]
Mele, Marco [2 ]
Schneider, Nicolas [3 ]
Vallet, Guillaume [4 ]
机构
[1] Roma Tre Univ, Rome, Italy
[2] Univ Teramo, Teramo, Italy
[3] Paris 1 Pantheon Sorbonne Univ, Paris, France
[4] Grenoble Alpes Univ, Grenoble, France
关键词
nuclear energy consumption; GDP; employment; capital stock; time-series; artificial neural networks; MUNICIPAL SOLID-WASTE; CAUSAL RELATIONSHIP; RENEWABLE ENERGY; COUNTRIES; EMISSIONS; PANEL;
D O I
10.1088/1748-9326/abadcd
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This study aims to investigate the relationship between nuclear energy consumption and economic growth in Switzerland over the period 1970-2018. We use data on capital, labour, and exports within a multivariate framework. Starting from the consideration that Switzerland has decided to phase out nuclear energy by 2034, we examine the effect of this structural economic-energy change in the country. To do so, two distinct estimation tools are performed. The first model, using a time-series approach, analyze the relationship between bivariate and multivariate causality. The second, using a Machine Learning methodology, test the results of the econometric modelling through an Artificial Neural Networks process. This last empirical procedure represents our original contribution with respect to the previous energy-GDP papers. The results, in the logarithmic propagation of neural networks, suggest a careful analysis of the process that will lead to the abandonment of nuclear energy in Switzerland to avoid adverse effects on economic growth.
引用
收藏
页数:10
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