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      Nonlinear and spatial spillover effects of the digital economy on green total factor energy efficiency: evidence from 281 cities in China

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          Abstract

          Although the digital economy has become a new driving force for development worldwide, it is still unclear how digital economy development affects green total factor energy efficiency (GTFEE). Using panel data from 281 prefecture-level cities in China from 2003 to 2018, this study empirically analyzes the effect of digital economy development on GTFEE by adopting a dynamic panel model, a mediation effect model, a dynamic threshold panel model, and a spatial Durbin model. The empirical results show that digital economy development has a significantly negative direct effect on GTFEE. The digital economy can impact GTFEE by the mechanisms of electrification, hollowing out of industrial scale, and hollowing out of industrial efficiency. Neither innovation nor environmental regulations significantly change this negative impact. The dynamic threshold panel model shows a nonlinear relationship between digital economy development and GTFEE, which indicates that the effect of digital economy development on GTFEE significantly inverts from negative to positive as the digital economy develops. In addition, GTFEE has a significantly positive spatial correlation, and the digital economy has a positive spatial spillover effect on GTFEE.

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          • Record: found
          • Abstract: not found
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          A slacks-based measure of efficiency in data envelopment analysis

          Kaoru Tone (2001)
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            • Record: found
            • Abstract: not found
            • Article: not found

            Estimating Production Functions Using Inputs to Control for Unobservables

              Bookmark
              • Record: found
              • Abstract: not found
              • Article: not found

              How do environmental regulation and environmental decentralization affect green total factor energy efficiency: Evidence from China

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                Author and article information

                Contributors
                wenhuwei@ncu.edu.cn
                Journal
                Environ Sci Pollut Res Int
                Environ Sci Pollut Res Int
                Environmental Science and Pollution Research International
                Springer Berlin Heidelberg (Berlin/Heidelberg )
                0944-1344
                1614-7499
                27 August 2022
                : 1-21
                Affiliations
                [1 ]GRID grid.260463.5, ISNI 0000 0001 2182 8825, School of Economics and Management, , Nanchang University, ; Nanchang, 330031 Jiangxi China
                [2 ]GRID grid.260463.5, ISNI 0000 0001 2182 8825, Research Center of the Central China for Economic and Social Development, , Nanchang University, ; Nanchang, 330031 China
                Author notes

                Responsible Editor: Eyup Dogan

                Author information
                http://orcid.org/0000-0002-8422-1593
                Article
                22694
                10.1007/s11356-022-22694-6
                9419133
                36029445
                a65cf101-9cc3-4e59-a85e-dd5e3d021c4c
                © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022, Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

                This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.

                History
                : 18 February 2022
                : 19 August 2022
                Categories
                Low Emission Development Strategies and Sustainable Development Goals

                General environmental science
                digital economy development,green total factor energy efficiency (gtfee),dynamic panel model,spatial durbin model (sdm)

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