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Rank–size distribution and spatio-temporal dynamics of tourist flows to China’s cities

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  • Yongrui Guo

    (Jiangsu Normal University, People’s Republic of China)

  • Jie Zhang

    (Nanjing University, People’s Republic of China)

  • Honglei Zhang

    (Nanjing University, People’s Republic of China)

Abstract

This article investigates the rank–size distribution and spatio-temporal dynamics of domestic and inbound tourist flows in Chinese cities using Zipf’s law and the rank clock method. The results show that Zipf’s law captures key characteristics of the rank–size distribution of tourist flows to China’s cities. There are large differences between the inbound and domestic tourist flows not only for the top 100 but also for all cities. Three types of Zipf’s law are found to apply to China’s subregions. At the individual city level, most rank changes of the top 100 inbound and domestic tourist arrival cities appear in the lower part of the rank. The average rank shift distances of the top 100 inbound and domestic tourist arrival cities are 6.122 and 6.006, respectively. The dynamics of the rank–size distribution of domestic tourist flows to the top 100 cities are more stable than those of inbound tourist flows.

Suggested Citation

  • Yongrui Guo & Jie Zhang & Honglei Zhang, 2016. "Rank–size distribution and spatio-temporal dynamics of tourist flows to China’s cities," Tourism Economics, , vol. 22(3), pages 451-465, June.
  • Handle: RePEc:sae:toueco:v:22:y:2016:i:3:p:451-465
    DOI: 10.5367/te.2014.0430
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    References listed on IDEAS

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    1. Kristian Giesen & Jens Südekum, 2011. "Zipf's law for cities in the regions and the country," Journal of Economic Geography, Oxford University Press, vol. 11(4), pages 667-686, July.
    2. Mehmet A. Ulubaşoğlu & Bharat R. Hazari, 2004. "Zipf's law strikes again: the case of tourism," Journal of Economic Geography, Oxford University Press, vol. 4(4), pages 459-472, August.
    3. Shunfeng Song & Kevin Honglin Zhang, 2002. "Urbanisation and City Size Distribution in China," Urban Studies, Urban Studies Journal Limited, vol. 39(12), pages 2317-2327, November.
    4. Kwok Tong Soo, 2007. "Zipf's Law and Urban Growth in Malaysia," Urban Studies, Urban Studies Journal Limited, vol. 44(1), pages 1-14, January.
    5. Reed, William J., 2001. "The Pareto, Zipf and other power laws," Economics Letters, Elsevier, vol. 74(1), pages 15-19, December.
    6. Chen, Yanguang & Zhou, Yixing, 2008. "Scaling laws and indications of self-organized criticality in urban systems," Chaos, Solitons & Fractals, Elsevier, vol. 35(1), pages 85-98.
    7. Xavier Gabaix, 1999. "Zipf's Law for Cities: An Explanation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 739-767.
    8. Yi Chen & Frank A. Cowell, 2017. "Mobility in China," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63(2), pages 203-218, June.
    9. Jie Wen & Clem Tisdell, 1996. "Spatial Distribution of Tourism in China: Economic and other Influences," Tourism Economics, , vol. 2(3), pages 235-250, September.
    10. Peng, Guohua, 2010. "Zipf’s law for Chinese cities: Rolling sample regressions," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(18), pages 3804-3813.
    11. Guo, Jinzhong & Xu, Qi & Chen, Qinghua & Wang, Yougui, 2013. "Firm size distribution and mobility of the top 500 firms in China, the United States and the world," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 392(13), pages 2903-2914.
    12. Alexandra Schaffar & Michel Dimou, 2012. "Rank-size City Dynamics in China and India, 1981--2004," Regional Studies, Taylor & Francis Journals, vol. 46(6), pages 707-721, August.
    13. Rosen, Kenneth T. & Resnick, Mitchel, 1980. "The size distribution of cities: An examination of the Pareto law and primacy," Journal of Urban Economics, Elsevier, vol. 8(2), pages 165-186, September.
    14. Yang, Yang & Liu, Ze-Hua & Qi, Qiuyin, 2014. "Domestic tourism demand of urban and rural residents in China: Does relative income matter?," Tourism Management, Elsevier, vol. 40(C), pages 193-202.
    15. C. Fan, 1988. "The temporal and spatial dynamics of city-size distributions in China," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 7(2), pages 123-157, May.
    16. Davide Provenzano, 2012. "The ‘Power’ of Tourism in Portugal," Tourism Economics, , vol. 18(3), pages 635-648, June.
    17. Davide Provenzano, 2014. "Power laws and the market structure of tourism industry," Empirical Economics, Springer, vol. 47(3), pages 1055-1066, November.
    18. Xinyue Ye & Yichun Xie, 2012. "Re-examination of Zipf’s law and urban dynamic in China: a regional approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 49(1), pages 135-156, August.
    19. Miguéns, J.I.L. & Mendes, J.F.F., 2008. "Travel and tourism: Into a complex network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(12), pages 2963-2971.
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