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Impact of industrial robots on environmental pollution: evidence from China
The application of industrial robots is considered a significant factor affecting environmental pollution. Selecting industrial wastewater discharge, industrial SO(2) emissions and industrial soot emissions as the evaluation indicators of environmental pollution, this paper uses the panel data model...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10679152/ https://www.ncbi.nlm.nih.gov/pubmed/38008867 http://dx.doi.org/10.1038/s41598-023-47380-6 |
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author | Liu, Yanfang |
author_facet | Liu, Yanfang |
author_sort | Liu, Yanfang |
collection | PubMed |
description | The application of industrial robots is considered a significant factor affecting environmental pollution. Selecting industrial wastewater discharge, industrial SO(2) emissions and industrial soot emissions as the evaluation indicators of environmental pollution, this paper uses the panel data model and mediation effect model to empirically examine the impact of industrial robots on environmental pollution and its mechanisms. The conclusions are as follows: (1) Industrial robots can significantly reduce environmental pollution. (2) Industrial robots can reduce environmental pollution by improving the level of green technology innovation and optimizing the structure of employment skills. (3) With the increase in emissions of industrial wastewater, industrial SO(2), and industrial dust, the impacts generated by industrial robots are exhibiting trends of a “W” shape, gradual intensification, and progressive weakening. (4) Regarding regional heterogeneity, industrial robots in the eastern region have the greatest negative impact on environmental pollution, followed by the central region, and the western region has the least negative impact on environmental pollution. Regarding time heterogeneity, the emission reduction effect of industrial robots after 2013 is greater than that before 2013. Based on the above conclusions, this paper suggests that the Chinese government and enterprises should increase investment in the robot industry. Using industrial robots to drive innovation in green technology and optimize employment skill structures, reducing environmental pollution. |
format | Online Article Text |
id | pubmed-10679152 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106791522023-11-26 Impact of industrial robots on environmental pollution: evidence from China Liu, Yanfang Sci Rep Article The application of industrial robots is considered a significant factor affecting environmental pollution. Selecting industrial wastewater discharge, industrial SO(2) emissions and industrial soot emissions as the evaluation indicators of environmental pollution, this paper uses the panel data model and mediation effect model to empirically examine the impact of industrial robots on environmental pollution and its mechanisms. The conclusions are as follows: (1) Industrial robots can significantly reduce environmental pollution. (2) Industrial robots can reduce environmental pollution by improving the level of green technology innovation and optimizing the structure of employment skills. (3) With the increase in emissions of industrial wastewater, industrial SO(2), and industrial dust, the impacts generated by industrial robots are exhibiting trends of a “W” shape, gradual intensification, and progressive weakening. (4) Regarding regional heterogeneity, industrial robots in the eastern region have the greatest negative impact on environmental pollution, followed by the central region, and the western region has the least negative impact on environmental pollution. Regarding time heterogeneity, the emission reduction effect of industrial robots after 2013 is greater than that before 2013. Based on the above conclusions, this paper suggests that the Chinese government and enterprises should increase investment in the robot industry. Using industrial robots to drive innovation in green technology and optimize employment skill structures, reducing environmental pollution. Nature Publishing Group UK 2023-11-26 /pmc/articles/PMC10679152/ /pubmed/38008867 http://dx.doi.org/10.1038/s41598-023-47380-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Liu, Yanfang Impact of industrial robots on environmental pollution: evidence from China |
title | Impact of industrial robots on environmental pollution: evidence from China |
title_full | Impact of industrial robots on environmental pollution: evidence from China |
title_fullStr | Impact of industrial robots on environmental pollution: evidence from China |
title_full_unstemmed | Impact of industrial robots on environmental pollution: evidence from China |
title_short | Impact of industrial robots on environmental pollution: evidence from China |
title_sort | impact of industrial robots on environmental pollution: evidence from china |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10679152/ https://www.ncbi.nlm.nih.gov/pubmed/38008867 http://dx.doi.org/10.1038/s41598-023-47380-6 |
work_keys_str_mv | AT liuyanfang impactofindustrialrobotsonenvironmentalpollutionevidencefromchina |