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Measuring the Degree of Balance between Urban and Tourism Development: An Analytical Approach Using Cellular Data

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  • Cheng Shi

    (College of Architecture and Urban Planning, Tongji University, Shanghai 200092, China
    Key Laboratory of Ecology and Energy-Saving Study of Dense Habitat, Tongji University, Shanghai 200092, China)

  • Mengyang Liu

    (School of Architecture and Urban Planning, Huazhong University of Science and Technology, Wuhan 430073, China)

  • Yu Ye

    (College of Architecture and Urban Planning, Tongji University, Shanghai 200092, China
    Key Laboratory of Ecology and Energy-Saving Study of Dense Habitat, Tongji University, Shanghai 200092, China)

Abstract

This study presents an analytical approach for measuring the degree of balance between urban and tourism development, which has been previously analyzed qualitatively and was difficult to measure. With the help of 1012 million cellular data records generated by 20 million users in two weeks, we tracked the behavior of residents, commuters, and tourists at a set of historical conservation areas in central Shanghai. We calculated the degree of balance and visualized it via ternary graphs. Moreover, the relationships between key urban features derived from multi-sourced urban data and balanced degrees of tourism development were analyzed via multinomial logistic analysis. Insights gained from this analysis will help to achieve a more scientific decision-making process toward balanced urban development for historical conservation area. Achievements in this study contribute to the development of human-centered planning through providing continuous measurements of an “unmeasurable” quality.

Suggested Citation

  • Cheng Shi & Mengyang Liu & Yu Ye, 2021. "Measuring the Degree of Balance between Urban and Tourism Development: An Analytical Approach Using Cellular Data," Sustainability, MDPI, vol. 13(17), pages 1-19, August.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:17:p:9598-:d:622382
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    References listed on IDEAS

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    1. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
    2. Julius Margolis, 1957. "Municipal Fiscal Structure in a Metropolitan Region," Journal of Political Economy, University of Chicago Press, vol. 65(3), pages 225-225.
    3. Perles-Ribes, José Francisco & Ramón-Rodríguez, Ana Belén & Rubia, Antonio & Moreno-Izquierdo, Luis, 2017. "Is the tourism-led growth hypothesis valid after the global economic and financial crisis? The case of Spain 1957–2014," Tourism Management, Elsevier, vol. 61(C), pages 96-109.
    4. Li, Yuan & Xiao, Longzhu & Ye, Yu & Xu, Wangtu & Law, Andrew, 2016. "Understanding tourist space at a historic site through space syntax analysis: The case of Gulangyu, China," Tourism Management, Elsevier, vol. 52(C), pages 30-43.
    5. Waligo, Victoria M. & Clarke, Jackie & Hawkins, Rebecca, 2013. "Implementing sustainable tourism: A multi-stakeholder involvement management framework," Tourism Management, Elsevier, vol. 36(C), pages 342-353.
    6. Cervero, Robert, 1989. "Jobs-Housing Balancing and Regional Mobility," University of California Transportation Center, Working Papers qt7mx3k73h, University of California Transportation Center.
    7. Raun, Janika & Ahas, Rein & Tiru, Margus, 2016. "Measuring tourism destinations using mobile tracking data," Tourism Management, Elsevier, vol. 57(C), pages 202-212.
    8. Li, Xin & Pan, Bing & Law, Rob & Huang, Xiankai, 2017. "Forecasting tourism demand with composite search index," Tourism Management, Elsevier, vol. 59(C), pages 57-66.
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    Cited by:

    1. Tingting Fan & Zhongxuan Lin, 2022. "Toward Tourists–Media–Cities Tourism: Xi’an as a Wanghong City," Sustainability, MDPI, vol. 14(19), pages 1-18, September.
    2. Jiaxin Tan & Kai Wang & Chang Gan & Xuefeng Ma, 2023. "The Impacts of Tourism Development on Urban–Rural Integration: An Empirical Study Undertaken in the Yangtze River Delta Region," Land, MDPI, vol. 12(7), pages 1-18, July.

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