IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i15p9188-d872859.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/15/9188/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/14/15/9188/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    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. 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).
    9. 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).
    10. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yuzhen Li & Guofang Gong & Fengtai Zhang & Lei Gao & Yuedong Xiao & Xingyu Yang & Pengzhen Yu, 2022. "Network Structure Features and Influencing Factors of Tourism Flow in Rural Areas: Evidence from China," Sustainability, MDPI, vol. 14(15), pages 1-23, August.
    2. Tianzhi Liu & Fen Luo & Jiawen He, 2023. "Evolution of Spatial Structure of Tourist Flows for a Domestic Destination: A Case Study of Zhangjiajie, China," Sustainability, MDPI, vol. 15(4), pages 1-19, February.
    3. Zhaofeng Wang & Dongchun Huang & Jing Wang, 2023. "Exploring Spatial Correlations of Tourism Ecological Security in China: A Perspective from Social Network Analysis," IJERPH, MDPI, vol. 20(5), pages 1-15, February.
    4. Yuewei Wang & Cong Lu & Hang Chen & Yuyan Zhao, 2022. "Evaluation and Spatial Characteristics of Cooperation among Tourist Attractions Based on a Geographic Information System: A Case Study of The Yangtze River Delta Region, China," Sustainability, MDPI, vol. 14(20), pages 1-19, October.
    5. Mengzhi Zou & Changyou Li & Yanni Xiong, 2022. "Analysis of Coupling Coordination Relationship between the Accessibility and Economic Linkage of a High-Speed Railway Network Case Study in Hunan, China," Sustainability, MDPI, vol. 14(13), pages 1-15, June.
    6. Guiling Wang & Lei Ye, 2022. "Spatial-Temporal Pattern of Mismatch Degree of High-Quality Tourism Development and Its Formation Mechanism in Taihu Lake Basin, China," Sustainability, MDPI, vol. 14(8), pages 1-18, April.
    7. Wu, Hanjun & Hong Tsui, Kan Wai & Ngo, Thanh & Lin, Yi-Hsin, 2023. "Airport subsidies impact on wellbeing of smaller regions: A systemic examination in New Zealand," Transport Policy, Elsevier, vol. 130(C), pages 26-36.
    8. Ziyu Jia & Yan Jiao & Wei Zhang & Zheng Chen, 2022. "Rural Tourism Competitiveness and Development Mode, a Case Study from Chinese Township Scale Using Integrated Multi-Source Data," Sustainability, MDPI, vol. 14(7), pages 1-17, March.
    9. Barbosa, Luciana & Rodrigues, Artur & Sardinha, Alberto, 2022. "Optimal price subsidies under uncertainty," European Journal of Operational Research, Elsevier, vol. 303(1), pages 471-479.
    10. Lijuan Zhang & Azizan Marzuki & Zhenjie Liao, 2023. "The coordination pattern of tourism efficiency and development level in Guangdong Province under high-quality development," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-10, December.
    11. Zhenrao Cai & Dan Gao & Xin Xiao & Linguo Zhou & Chaoyang Fang, 2023. "The Flow of Green Exercise, Its Characteristics, Mechanism, and Pattern in Urban Green Space Networks: A Case Study of Nangchang, China," Land, MDPI, vol. 12(3), pages 1-19, March.
    12. Stephen Schweinsberg & Simon Darcy, 2022. "Climate Change, Time and Tourism Knowledge: The Relativity of Simultaneity," Sustainability, MDPI, vol. 14(23), pages 1-13, December.
    13. Gössling, Stefan & Humpe, Andreas, 2023. "Net-zero aviation: Time for a new business model?," Journal of Air Transport Management, Elsevier, vol. 107(C).
    14. Yiqun Wu & Yuan Sun & Congyue Zhou & Yonghua Li & Xuanli Wang & Huifang Yu, 2023. "Spatial–Temporal Characteristics of Carbon Emissions in Mixed-Use Villages: A Sustainable Development Study of the Yangtze River Delta, China," Sustainability, MDPI, vol. 15(20), pages 1-21, October.
    15. Yugang He & Xiaodan Gao & Renhong Wu & Yinhui Wang & Baek-Ryul Choi, 2021. "How Does Sustainable Rural Tourism Cause Rural Community Development?," Sustainability, MDPI, vol. 13(24), pages 1-20, December.
    16. Dachen Sheng & Heather A. Montgomery, 2024. "Charting Pollution Effects on Tourism: A Regional Analysis," Sustainability, MDPI, vol. 16(15), pages 1-15, July.
    17. Yu Zhang & Jianguo Liu, 2022. "Does Education Affect Economic Growth? A Re-Examination of Empirical Data from China," Sustainability, MDPI, vol. 14(23), pages 1-23, December.
    18. Tatiana REMENCOVÁ & Alena NOVÁK SEDLÁČKOVÁ, 2021. "Position Of Central European Regional Airports," Transport Problems, Silesian University of Technology, Faculty of Transport, vol. 16(3), pages 163-172, September.
    19. Chenmei Liao & Yifan Zuo & Rob Law & Yingying Wang & Mu Zhang, 2022. "Spatial Differentiation, Influencing Factors, and Development Paths of Rural Tourism Resources in Guangdong Province," Land, MDPI, vol. 11(11), pages 1-18, November.
    20. Hui Zhang & Zancai Xia & Jiaxi Wang, 2024. "Spatiotemporal Changes in China’s Tourism Industry Development," Sustainability, MDPI, vol. 16(8), pages 1-31, April.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:14:y:2022:i:15:p:9188-:d:872859. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.