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The Spatial Spillover Effect and Its Impact on Tourism Development in a Megacity in China

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  • Yajun Cao

    (Tourism College of Beijing Union University, Beijing 100101, China)

  • Jianguo Liu

    (Tourism College of Beijing Union University, Beijing 100101, China)

Abstract

By utilizing the tourism development data of Beijing for the period from 2010 to 2019, this study examined the spatial pattern distribution of tourism development in Beijing using the coefficient of variation and Moran’s I index. In addition, the geographic detector method was employed to explore the impact of tourism resource investment, tourism reception facilities, and urban development level on the spatial pattern of tourism development. The results indicate that the spatial differences in tourism development in various Beijing districts are gradually expanding, mainly focusing on the differences between urban function expansion regions. The number of tourists shows a spatial distribution pattern including a core area, urban function expansion area, ecological conservation area, and new urban development area. The spatial correlation of tourism development increases gradually, and some parts show the spatial correlation form of low–high aggregation. Tourism resource investment, tourism reception facilities, and urban development level all play a significant role in promoting the spatial pattern of tourism development, among which the most obvious role is the interactive effect of tourism reception facilities, star-rated hotels, and openness. Therefore, to improve the development of Beijing’s tourism industry, the government needs to pay attention to the differences in the expansion of urban functions, the degree of contact between regions, the number of tourism reception facilities, and the level of regional openness. The significance of this research is in promoting spatial governance, coordinated development among regions, and the high-quality development of tourism in Beijing, and laying down a foundation for the introduction of spatial collaborative governance policies in other megacities in China.

Suggested Citation

  • Yajun Cao & Jianguo Liu, 2022. "The Spatial Spillover Effect and Its Impact on Tourism Development in a Megacity in China," Sustainability, MDPI, vol. 14(15), pages 1-18, July.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:15:p:9188-:d:872859
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    References listed on IDEAS

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    1. Zhiliang Liu & Chengpeng Lu & Jinhuang Mao & Dongqi Sun & Hengji Li & Chenyu Lu, 2021. "Spatial–Temporal Heterogeneity and the Related Influencing Factors of Tourism Efficiency in China," Sustainability, MDPI, vol. 13(11), pages 1-19, May.
    2. Hao Zhang & Ye Duan & Zenglin Han, 2021. "Research on Spatial Patterns and Sustainable Development of Rural Tourism Destinations in the Yellow River Basin of China," Land, MDPI, vol. 10(8), pages 1-24, August.
    3. Tao Zhang & Lin Li, 2021. "Research on temporal and spatial variations in the degree of coupling coordination of tourism–urbanization–ecological environment: a case study of Heilongjiang, China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(6), pages 8474-8491, June.
    4. Iddrisu Amadu & Charles Atanga Adongo, 2022. "Climate Action (Goal 13): The role of climate beliefs, health security and tourism prioritisation in 30 Sub-Saharan African countries," Climatic Change, Springer, vol. 171(3), pages 1-25, April.
    5. Mingyu Zhao & Jianguo Liu, 2021. "Study on Spatial Structure Characteristics of the Tourism and Leisure Industry," Sustainability, MDPI, vol. 13(23), pages 1-14, November.
    6. Chunla Liu & Yingjie Qin & Yufei Wang & Yue Yu & Guanghui Li, 2022. "Spatio-Temporal Distribution of Tourism Flows and Network Analysis of Traditional Villages in Western Hunan," Sustainability, MDPI, vol. 14(13), pages 1-16, June.
    7. Xingling Huang & Guoping Li & Jianguo Liu, 2020. "The Impact of Spatial Structure on Economic Efficiency of Beijing-Tianjin-Hebei Megalopolis in China," Complexity, Hindawi, vol. 2020, pages 1-18, July.
    8. Chow, Clement Kong Wing & Tsui, Wai Hong Kan & Wu, Hanjun, 2021. "Airport subsidies and domestic inbound tourism in China," Annals of Tourism Research, Elsevier, vol. 90(C).
    9. Yuewei Wang & Mengmeng Xi & Hang Chen & Cong Lu, 2022. "Evolution and Driving Mechanism of Tourism Flow Networks in the Yangtze River Delta Urban Agglomeration Based on Social Network Analysis and Geographic Information System: A Double-Network Perspective," Sustainability, MDPI, vol. 14(13), pages 1-21, June.
    10. Park, Sangwon & Xu, Yang & Jiang, Liu & Chen, Zhelin & Huang, Shuyi, 2020. "Spatial structures of tourism destinations: A trajectory data mining approach leveraging mobile big data," Annals of Tourism Research, Elsevier, vol. 84(C).
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    Cited by:

    1. Yan Zhang & Jiekuan Zhang, 2023. "Revisiting Tourism Development and Economic Growth: A Framework for Configurational Analysis in Chinese Cities," Sustainability, MDPI, vol. 15(13), pages 1-20, June.

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