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Regional Patterns and Hierarchical Tendencies: Analysis of the Network Connectivity of 63 Service-Oriented Tourist Cities in China

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  • Hongjiu Tang

    (School of Geography and Planning, Geography and Environment Building, Sun Yat-Sen University, Guangzhou 510275, China)

Abstract

Previous studies of service-oriented tourist city networks have often focused on the analysis of the geographical distributions and service roles of important cities instead of the connections and hierarchical tendencies between different types of cities within a whole region. The current study uses big data approaches for the regional connections of 38 tourism organizations, including famous hotels, air passenger transport services, and tourism service agencies, across 63 of the most important tourist cities in China. Fuzzy c-means clustering analysis is used to define eight city arena clusters. According to the distributions of connectivity between the 63 cities, these eight clusters play different functional service roles in the urban tourism network in four hierarchies. With their “center–edge” memberships, these arena clusters are formed by the interweaved process of regional and hierarchical tourism service connections. The results here include analysis of the various service-oriented tourist cities in China and point out the geographical “gap” faced by networks. Service-oriented tourist cities need to find their hierarchies and positioning in the network, scientifically speaking, to avoid blind development and to support sustainable regional tourism development in urban areas.

Suggested Citation

  • Hongjiu Tang, 2020. "Regional Patterns and Hierarchical Tendencies: Analysis of the Network Connectivity of 63 Service-Oriented Tourist Cities in China," Sustainability, MDPI, vol. 12(16), pages 1-22, August.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:16:p:6532-:d:398241
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    References listed on IDEAS

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    1. Ben Derudder & Christof Parnreiter, 2014. "Introduction: The Interlocking Network Model for Studying Urban Networks: Outline, Potential, Critiques, and Ways Forward," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 105(4), pages 373-386, September.
    2. Zhang, Yahua & Findlay, Christopher, 2014. "Air transport policy and its impacts on passenger traffic and tourist flows," Journal of Air Transport Management, Elsevier, vol. 34(C), pages 42-48.
    3. Ashworth, Gregory & Page, Stephen J., 2011. "Urban tourism research: Recent progress and current paradoxes," Tourism Management, Elsevier, vol. 32(1), pages 1-15.
    4. Jinli Zhao & Xuebo Zhang & Jinping Song, 2018. "The Changing Geography of Domestic Financial City Network in China, 1995–2015," Growth and Change, Wiley Blackwell, vol. 49(3), pages 490-511, September.
    5. Ya-Yen Sun & Pei-Chun Lin, 2019. "How far will we travel? A global distance pattern of international travel from both demand and supply perspectives," Tourism Economics, , vol. 25(8), pages 1200-1223, December.
    6. Nuria Rodríguez-López & M. Isabel Diéguez-Castrillón & Ana Gueimonde-Canto, 2019. "Sustainability and Tourism Competitiveness in Protected Areas: State of Art and Future Lines of Research," Sustainability, MDPI, vol. 11(22), pages 1-32, November.
    7. FitzPatrick, Mary & Davey, Janet & Muller, Lisa & Davey, Howard, 2013. "Value-creating assets in tourism management: Applying marketing's service-dominant logic in the hotel industry," Tourism Management, Elsevier, vol. 36(C), pages 86-98.
    8. Evert Meijers & Martijn Burger & Martijn J. Burger & Evert J. Meijers, 2016. "Agglomerations and the rise of urban network externalities," Papers in Regional Science, Wiley Blackwell, vol. 95(1), pages 5-15, March.
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