Pingshan Research Center of Planning and Natural Resources in Shenzhen, Shenzhen, China.
Department of Geography and Resource Management, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong.
PLoS One. 2024 Jun 7;19(6):e0304315. doi: 10.1371/journal.pone.0304315. eCollection 2024.
Previous studies provide empirical evidence for the connection between air pollution and tourism. However, many of them take the nexus as a linear one. It remains unexplored whether any thresholds are required for the nexus to materialize. This study systematically investigates whether PM2.5 concentrations-an essential indicator of air pollution-affect tourism in China at various tourism development levels. We analyze 284 Chinese cities from 2008 to 2018 using the Unconditional Quantile Regression method. Our statistical results reveal that air pollution positively influences tourism (regarding tourist visits and tourism revenue) in areas with low tourism development levels. However, a complex correlation between air pollution and tourism emerges when tourism development has reached a certain level. The correlation is initially negative, then positive, and finally disappears. But, the overall correlation remains negative. The effects of the interaction between air pollution and tourism resources on tourism are inverted U-shaped, implying that tourism resources can mitigate the negative effects of air pollution on tourism only when tourism development has reached a certain level. Based on the above findings, the associated policy implications are discussed.
先前的研究为空气污染与旅游业之间的联系提供了经验证据。然而,其中许多研究将这种联系视为线性的。空气污染对旅游的影响是否需要任何门槛才能实现,这一点仍未得到探索。本研究系统地调查了细颗粒物(PM2.5)浓度(空气污染的一个重要指标)在中国不同旅游发展水平下对旅游的影响。我们使用无条件分位数回归方法分析了 2008 年至 2018 年的 284 个中国城市。我们的统计结果表明,在旅游发展水平较低的地区,空气污染对旅游业(关于游客访问量和旅游收入)有积极影响。然而,当旅游发展达到一定水平时,空气污染与旅游业之间的关系变得复杂。这种关系最初是负相关的,然后是正相关的,最后消失了。但是,整体相关性仍然是负的。空气污染和旅游资源之间的相互作用对旅游业的影响呈倒 U 型,这意味着只有当旅游发展达到一定水平时,旅游资源才能减轻空气污染对旅游业的负面影响。基于上述发现,讨论了相关的政策含义。