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The impact of air quality on international tourism arrivals: a global panel data analysis
Using data from World Development Indicators (WDI), this research constructs panel data of 99 countries from 1996 to 2018 and employs a spatial econometric model to analyze the impact of air quality on international tourism arrivals. Evidence shows that Moran’s I values are significantly positive, i...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8994068/ https://www.ncbi.nlm.nih.gov/pubmed/35397026 http://dx.doi.org/10.1007/s11356-022-20030-6 |
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author | Su, Yan Lee, Chien-Chiang |
author_facet | Su, Yan Lee, Chien-Chiang |
author_sort | Su, Yan |
collection | PubMed |
description | Using data from World Development Indicators (WDI), this research constructs panel data of 99 countries from 1996 to 2018 and employs a spatial econometric model to analyze the impact of air quality on international tourism arrivals. Evidence shows that Moran’s I values are significantly positive, indicating a strong positive spatial dependence in each country and that poor air quality does have a negative impact on the number of tourist arrivals. The results of grouped data illustrate that middle-income countries, low-income countries, high concentrations of PM(2.5), and countries with less numbers of tourists have negative effects on tourist arrivals in neighboring countries. The contrary groups, however, have positive effects on tourist arrivals – that is, the influence of air quality on the number of tourist arrivals exhibits heterogeneity. In addition, tests of the interaction term show that countries with higher R&D intensity have better air quality and thus attract more tourists. Therefore, countries with poor air quality should improve the environment through international cooperation and undertake technology transfer, thus ultimately increasing the number of tourists. |
format | Online Article Text |
id | pubmed-8994068 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-89940682022-04-11 The impact of air quality on international tourism arrivals: a global panel data analysis Su, Yan Lee, Chien-Chiang Environ Sci Pollut Res Int Research Article Using data from World Development Indicators (WDI), this research constructs panel data of 99 countries from 1996 to 2018 and employs a spatial econometric model to analyze the impact of air quality on international tourism arrivals. Evidence shows that Moran’s I values are significantly positive, indicating a strong positive spatial dependence in each country and that poor air quality does have a negative impact on the number of tourist arrivals. The results of grouped data illustrate that middle-income countries, low-income countries, high concentrations of PM(2.5), and countries with less numbers of tourists have negative effects on tourist arrivals in neighboring countries. The contrary groups, however, have positive effects on tourist arrivals – that is, the influence of air quality on the number of tourist arrivals exhibits heterogeneity. In addition, tests of the interaction term show that countries with higher R&D intensity have better air quality and thus attract more tourists. Therefore, countries with poor air quality should improve the environment through international cooperation and undertake technology transfer, thus ultimately increasing the number of tourists. Springer Berlin Heidelberg 2022-04-09 2022 /pmc/articles/PMC8994068/ /pubmed/35397026 http://dx.doi.org/10.1007/s11356-022-20030-6 Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022 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. |
spellingShingle | Research Article Su, Yan Lee, Chien-Chiang The impact of air quality on international tourism arrivals: a global panel data analysis |
title | The impact of air quality on international tourism arrivals: a global panel data analysis |
title_full | The impact of air quality on international tourism arrivals: a global panel data analysis |
title_fullStr | The impact of air quality on international tourism arrivals: a global panel data analysis |
title_full_unstemmed | The impact of air quality on international tourism arrivals: a global panel data analysis |
title_short | The impact of air quality on international tourism arrivals: a global panel data analysis |
title_sort | impact of air quality on international tourism arrivals: a global panel data analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8994068/ https://www.ncbi.nlm.nih.gov/pubmed/35397026 http://dx.doi.org/10.1007/s11356-022-20030-6 |
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