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Can Inbound Tourism Improve Regional Ecological Efficiency? An Empirical Analysis from China
Inbound tourism has an important impact on regional eco-efficiency. This paper uses the panel data of 31 provincial administrative units in China from 2005 to 2019; uses the improved DEA model to measure the regional ecological efficiency; and uses the panel threshold model to investigate input, out...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9565173/ https://www.ncbi.nlm.nih.gov/pubmed/36231584 http://dx.doi.org/10.3390/ijerph191912282 |
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author | Zhao, Liang Xu, Lifei Li, Ling Hu, Jing Mu, Lin |
author_facet | Zhao, Liang Xu, Lifei Li, Ling Hu, Jing Mu, Lin |
author_sort | Zhao, Liang |
collection | PubMed |
description | Inbound tourism has an important impact on regional eco-efficiency. This paper uses the panel data of 31 provincial administrative units in China from 2005 to 2019; uses the improved DEA model to measure the regional ecological efficiency; and uses the panel threshold model to investigate input, output, and efficiency from the perspective of green technology innovation. Then, it explores the heterogeneous effects of inbound tourism on ecological efficiency. This paper finds that cross-border tourism has a positive impact on the ecological efficiency of tourist destinations. However, the degree of influence varies and will be changed with the level of regional green innovation. The main conclusions are as follows: (1) From an overall perspective, inbound tourism has a significant positive effect on ecological efficiency. (2) With the increase in green innovation investment and output, the promotion effect of inbound tourism on regional ecological efficiency first increases and then decreases. (3) The higher the green innovation efficiency, the greater the promotion effect of inbound tourism on ecological efficiency. Therefore, the Chinese government should encourage the development of inbound tourism, adopt greener innovative technologies that are cleaner and more environmentally friendly, and enhance the welfare effect of tourism on green economy. |
format | Online Article Text |
id | pubmed-9565173 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-95651732022-10-15 Can Inbound Tourism Improve Regional Ecological Efficiency? An Empirical Analysis from China Zhao, Liang Xu, Lifei Li, Ling Hu, Jing Mu, Lin Int J Environ Res Public Health Article Inbound tourism has an important impact on regional eco-efficiency. This paper uses the panel data of 31 provincial administrative units in China from 2005 to 2019; uses the improved DEA model to measure the regional ecological efficiency; and uses the panel threshold model to investigate input, output, and efficiency from the perspective of green technology innovation. Then, it explores the heterogeneous effects of inbound tourism on ecological efficiency. This paper finds that cross-border tourism has a positive impact on the ecological efficiency of tourist destinations. However, the degree of influence varies and will be changed with the level of regional green innovation. The main conclusions are as follows: (1) From an overall perspective, inbound tourism has a significant positive effect on ecological efficiency. (2) With the increase in green innovation investment and output, the promotion effect of inbound tourism on regional ecological efficiency first increases and then decreases. (3) The higher the green innovation efficiency, the greater the promotion effect of inbound tourism on ecological efficiency. Therefore, the Chinese government should encourage the development of inbound tourism, adopt greener innovative technologies that are cleaner and more environmentally friendly, and enhance the welfare effect of tourism on green economy. MDPI 2022-09-27 /pmc/articles/PMC9565173/ /pubmed/36231584 http://dx.doi.org/10.3390/ijerph191912282 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zhao, Liang Xu, Lifei Li, Ling Hu, Jing Mu, Lin Can Inbound Tourism Improve Regional Ecological Efficiency? An Empirical Analysis from China |
title | Can Inbound Tourism Improve Regional Ecological Efficiency? An Empirical Analysis from China |
title_full | Can Inbound Tourism Improve Regional Ecological Efficiency? An Empirical Analysis from China |
title_fullStr | Can Inbound Tourism Improve Regional Ecological Efficiency? An Empirical Analysis from China |
title_full_unstemmed | Can Inbound Tourism Improve Regional Ecological Efficiency? An Empirical Analysis from China |
title_short | Can Inbound Tourism Improve Regional Ecological Efficiency? An Empirical Analysis from China |
title_sort | can inbound tourism improve regional ecological efficiency? an empirical analysis from china |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9565173/ https://www.ncbi.nlm.nih.gov/pubmed/36231584 http://dx.doi.org/10.3390/ijerph191912282 |
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