Spatial-temporal Evolution and Its Influencing Factors of Tourism Eco-efficiency in China

Chengpeng Lu, Tianyang Ma, Zhiliang Liu
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Abstract

Eco-efficiency is an invaluable indicator for the measurement of the relationship between production activities and environmental depletion. This study measures the tourism eco-efficiency of 30 provinces in China from 2005 to 2020 based on the super-efficiency SBM model, and explores its spatial-temporal evolution characteristics using the kernel density function, standard deviation ellipse, and center of gravity model. Then, the influencing factors of the tourism eco-efficiency in China are analyzed by Tobit regression model. The results show that the tourism eco-efficiency of China is generally fluctuating upwards, but has not yet reached the maximum production possibility frontier. The kernel density curve shows a unimodal-bimodal-unimodal pattern, while the inter-provincial differences have been decreasing and becoming more balanced. The center of gravity of tourism eco-efficiency is located at the junction of Henan and Hubei province and generally moves to the south (slightly to the southwest). Meanwhile, it is revealed that the level of economic development and the tourism eco-efficiency has a significant inverted U-shaped relationship. The level of economic openness, traffic conditions, and tourism eco-efficiency is positively correlated. The environmental regulations and industrial structure have a negative but limited impact on tourism eco-efficiency. Finally, recommendations and suggestions for policy formulation to promote quality and sustainable development of the tourism industry are put forward, such as increasing investment in ecological protection and governance in tourism development, improving capacity-building in allocating green and low-carbon technologies and resources, strengthening tourism infrastructure construction, and enhancing environmental governance systems and mechanisms.
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中国旅游生态效率时空演化及其影响因素
生态效率是衡量生产活动与环境耗竭之间关系的宝贵指标。基于超效率SBM模型对2005 - 2020年中国30个省区旅游生态效率进行测度,并利用核密度函数、标准差椭圆和重心模型探讨其时空演化特征。然后,运用Tobit回归模型对中国旅游生态效率的影响因素进行了分析。结果表明:中国旅游生态效率总体呈波动向上趋势,但尚未达到最大生产可能性边界;核密度曲线呈现单峰-双峰-单峰格局,省际差异逐渐减小并趋于平衡。旅游生态效率的重心位于河南与湖北交界处,总体上向南移动(略向西南移动)。同时,经济发展水平与旅游生态效率呈显著的倒u型关系。经济开放程度、交通状况与旅游生态效率呈正相关。环境规制和产业结构对旅游生态效率有负向影响,但影响有限。最后,对促进旅游业高质量可持续发展的政策制定提出了建议和建议,如在旅游发展中加大对生态保护和治理的投入,提高绿色低碳技术和资源配置能力,加强旅游基础设施建设,完善环境治理体制机制等。
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