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Technological innovation, industrial structure upgrading and mining energy efficiency: An analysis based on the super-efficient EBM model
The sustainable development of the mining industry is essential for economic growth. However, this practice necessitates environmental protection and social sustainability. This study uses the super-efficient epsilon-based measure (EBM) model to measure mining energy efficiency (MEE) based on panel...
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Published in: | Resources policy 2024-11, Vol.98, p.105339, Article 105339 |
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description | The sustainable development of the mining industry is essential for economic growth. However, this practice necessitates environmental protection and social sustainability. This study uses the super-efficient epsilon-based measure (EBM) model to measure mining energy efficiency (MEE) based on panel data for 30 provinces from 2007 to 2021 in China. We empirically examined the effects of technological innovation (TEC) on MEE and the mediating and threshold effects of industrial structure upgrading (IS) between the two through the fixed, mediating, and threshold effects models. The study findings show that TEC is conducive to enhancing MEE and that this role is relatively robust regarding the mechanism of action. TEC enhances the MEE industry through the IS. We observed the impact of TEC on MEE in the threshold effect of IS—as the level of IS rises, the role of TEC on MEE shows an increasing marginal effect. Therefore, the government should encourage the construction and innovation of technology to optimise the industrial structure and layout and improve energy efficiency in the regional mining industry. This study is a useful supplement to the study of MEE and provides new perspectives and methods for understanding and improving MEE. Meanwhile, the study results provide an important reference for the government to formulate long-term planning and policies for mining development, which is of great significance for optimising the structure of mining resources and improving MEE in the region.
•Super-efficient EBM Modeling for Measuring Energy Efficiency in the Mining Industry•Fixed effects modeling to explore the impact of technological innovation on mining energy efficiency.•The mediation and threshold models explore the role of industrial structural upgrading in between.•Technological innovation contributes to the mining energy efficiency.•Industrial structure upgrading exerts a positive mediating effect and a significant threshold effect. |
doi_str_mv | 10.1016/j.resourpol.2024.105339 |
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•Super-efficient EBM Modeling for Measuring Energy Efficiency in the Mining Industry•Fixed effects modeling to explore the impact of technological innovation on mining energy efficiency.•The mediation and threshold models explore the role of industrial structural upgrading in between.•Technological innovation contributes to the mining energy efficiency.•Industrial structure upgrading exerts a positive mediating effect and a significant threshold effect.</description><identifier>ISSN: 0301-4207</identifier><identifier>DOI: 10.1016/j.resourpol.2024.105339</identifier><language>eng</language><publisher>Elsevier Ltd</publisher><subject>Intermediary effect ; Mining energy efficiency ; Super-efficient EBM modelling ; Threshold effect</subject><ispartof>Resources policy, 2024-11, Vol.98, p.105339, Article 105339</ispartof><rights>2024 Elsevier Ltd</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c1069-aab963b7e4c1977b0605612cfa675c9a205de65d155748ab7c4eeed06e20514b3</cites><orcidid>0000-0002-6232-9835 ; 0000-0002-8434-7866</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,777,781,27905,27906</link.rule.ids></links><search><creatorcontrib>Ma, Xiaowei</creatorcontrib><creatorcontrib>Xu, Xueya</creatorcontrib><creatorcontrib>Wang, Zijie</creatorcontrib><creatorcontrib>Zhao, Xin</creatorcontrib><creatorcontrib>Lee, Hyoungsuk</creatorcontrib><creatorcontrib>Truskolaski, Tadeusz</creatorcontrib><title>Technological innovation, industrial structure upgrading and mining energy efficiency: An analysis based on the super-efficient EBM model</title><title>Resources policy</title><description>The sustainable development of the mining industry is essential for economic growth. However, this practice necessitates environmental protection and social sustainability. This study uses the super-efficient epsilon-based measure (EBM) model to measure mining energy efficiency (MEE) based on panel data for 30 provinces from 2007 to 2021 in China. We empirically examined the effects of technological innovation (TEC) on MEE and the mediating and threshold effects of industrial structure upgrading (IS) between the two through the fixed, mediating, and threshold effects models. The study findings show that TEC is conducive to enhancing MEE and that this role is relatively robust regarding the mechanism of action. TEC enhances the MEE industry through the IS. We observed the impact of TEC on MEE in the threshold effect of IS—as the level of IS rises, the role of TEC on MEE shows an increasing marginal effect. Therefore, the government should encourage the construction and innovation of technology to optimise the industrial structure and layout and improve energy efficiency in the regional mining industry. This study is a useful supplement to the study of MEE and provides new perspectives and methods for understanding and improving MEE. Meanwhile, the study results provide an important reference for the government to formulate long-term planning and policies for mining development, which is of great significance for optimising the structure of mining resources and improving MEE in the region.
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•Super-efficient EBM Modeling for Measuring Energy Efficiency in the Mining Industry•Fixed effects modeling to explore the impact of technological innovation on mining energy efficiency.•The mediation and threshold models explore the role of industrial structural upgrading in between.•Technological innovation contributes to the mining energy efficiency.•Industrial structure upgrading exerts a positive mediating effect and a significant threshold effect.</abstract><pub>Elsevier Ltd</pub><doi>10.1016/j.resourpol.2024.105339</doi><orcidid>https://orcid.org/0000-0002-6232-9835</orcidid><orcidid>https://orcid.org/0000-0002-8434-7866</orcidid></addata></record> |
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subjects | Intermediary effect Mining energy efficiency Super-efficient EBM modelling Threshold effect |
title | Technological innovation, industrial structure upgrading and mining energy efficiency: An analysis based on the super-efficient EBM model |
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