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Air and rail connectivity patterns of major city clusters in China

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  • Wang, Kun
  • Jiang, Changmin
  • Ng, Adolf K.Y.
  • Zhu, Zhenran

Abstract

This study proposes a series of statistical and regression approaches to investigate city-cluster transport connectivity patterns. Three major city clusters in China are selected for this study, namely, the Beijing-Tianjin-Hebei (BTH), the Yangtze River Delta (YRD), and the Pearl River Delta (PRD) economic zones. Our analyses examine three aspects of city-cluster connectivity patterns: (i) connectivity distribution among cities within the city cluster; (ii) dependence of the non-center city on the center city; and (iii) the impact of improved intra-city-cluster rail connectivity on air-connectivity distribution. First, it is found that the BTH has the most concentrated connectivity among the three city clusters, with Beijing clearly dominating the other cities in every kind of connectivity. The connectivity distributions are more balanced in the YRD and PRD. Second, the calculated “survival connectivity” and regression analyses suggest that non-center cities heavily rely on the center city as the hub to develop their network connectivity. Such a “hub-and-spoke system” helps a non-center city improve total connectivity but reduces its direct connectivity to other cities outside the city cluster. Finally, our regression analysis shows that improved intra-city-cluster rail connectivity further deteriorates the air-connectivity disparity within the city cluster, which occurs because the center city benefits more from the upgraded air-HSR (high speed rail) intermodal connectivity because it can attract air passengers from neighboring non-center cities. Relevant policy implications and suggestions are also discussed in the paper. We believe the proposed statistical and regression approaches can be easily applied to examine city-cluster connectivity in other contexts and countries.

Suggested Citation

  • Wang, Kun & Jiang, Changmin & Ng, Adolf K.Y. & Zhu, Zhenran, 2020. "Air and rail connectivity patterns of major city clusters in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 139(C), pages 35-53.
    • Handle: RePEc:eee:transa:v:139:y:2020:i:c:p:35-53
    DOI: 10.1016/j.tra.2020.07.002
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    as
    1. Takebayashi, Mikio, 2015. "Multiple hub network and high-speed railway: Connectivity, gateway, and airport leakage," Transportation Research Part A: Policy and Practice, Elsevier, vol. 79(C), pages 55-64.
    2. Chen, Cheng & D'Alfonso, Tiziana & Guo, Huanxiu & Jiang, Changmin, 2018. "Graph theoretical analysis of the Chinese high-speed rail network over time," Research in Transportation Economics, Elsevier, vol. 72(C), pages 3-14.
    3. Oum, Tae H. & Tretheway, Michael W., 1990. "Airline Hub and Spoke Systems," Journal of the Transportation Research Forum, Transportation Research Forum, vol. 30(2).
    4. Ng, Adolf K.Y. & Jiang, Changmin & Li, Xiaoyu & O'Connor, Kevin & Lee, Paul Tae-Woo, 2018. "A conceptual overview on government initiatives and the transformation of transport and regional systems," Journal of Transport Geography, Elsevier, vol. 71(C), pages 199-203.
    5. Jan K. Brueckner, 2003. "Airline Traffic and Urban Economic Development," Urban Studies, Urban Studies Journal Limited, vol. 40(8), pages 1455-1469, July.
    6. Czerny, Achim I., 2010. "Airport congestion management under uncertainty," Transportation Research Part B: Methodological, Elsevier, vol. 44(3), pages 371-380, March.
    7. Zhang, Anming & Wan, Yulai & Yang, Hangjun, 2019. "Impacts of high-speed rail on airlines, airports and regional economies: A survey of recent research," Transport Policy, Elsevier, vol. 81(C), pages 1-19.
    8. Gordon Wilmsmeier & Jan Hoffmann, 2008. "Liner Shipping Connectivity and Port Infrastructure as Determinants of Freight Rates in the Caribbean," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 10(1-2), pages 130-151, March.
    9. Zhang, Yahua & Zhang, Anming & Zhu, Zhenran & Wang, Kun, 2017. "Connectivity at Chinese airports: The evolution and drivers," Transportation Research Part A: Policy and Practice, Elsevier, vol. 103(C), pages 490-508.
    10. Wang, Jiaoe & Mo, Huihui & Wang, Fahui, 2014. "Evolution of air transport network of China 1930–2012," Journal of Transport Geography, Elsevier, vol. 40(C), pages 145-158.
    11. Cheung, Tommy K.Y. & Wong, Collin W.H. & Zhang, Anming, 2020. "The evolution of aviation network: Global airport connectivity index 2006–2016," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 133(C).
    12. Yu Qin, 2017. "‘No county left behind?’ The distributional impact of high-speed rail upgrades in China," Journal of Economic Geography, Oxford University Press, vol. 17(3), pages 489-520.
    13. Burghouwt, Guillaume & de Wit, Jaap, 2005. "Temporal configurations of European airline networks," Journal of Air Transport Management, Elsevier, vol. 11(3), pages 185-198.
    14. Oum, Tae Hoon & Zhang, Anming & Zhang, Yimin, 1996. "A note on optimal airport pricing in a hub-and-spoke system," Transportation Research Part B: Methodological, Elsevier, vol. 30(1), pages 11-18, February.
    15. Ralph L. Keeney, 1974. "Multiplicative Utility Functions," Operations Research, INFORMS, vol. 22(1), pages 22-34, February.
    16. Xia, Wenyi & Jiang, Changmin & Wang, Kun & Zhang, Anming, 2019. "Air-rail revenue sharing in a multi-airport system: Effects on traffic and social welfare," Transportation Research Part B: Methodological, Elsevier, vol. 121(C), pages 304-319.
    17. Welch, Timothy F., 2013. "Equity in transport: The distribution of transit access and connectivity among affordable housing units," Transport Policy, Elsevier, vol. 30(C), pages 283-293.
    18. Lam, Jasmine Siu Lee & Yap, Wei Yim, 2011. "Dynamics of liner shipping network and port connectivity in supply chain systems: analysis on East Asia," Journal of Transport Geography, Elsevier, vol. 19(6), pages 1272-1281.
    19. Christopher Mayer & Todd Sinai, 2003. "Network Effects, Congestion Externalities, and Air Traffic Delays: Or Why Not All Delays Are Evil," American Economic Review, American Economic Association, vol. 93(4), pages 1194-1215, September.
    20. Fu, Xiaowen & Lei, Zheng & Wang, Kun & Yan, Jia, 2015. "Low cost carrier competition and route entry in an emerging but regulated aviation market – The case of China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 79(C), pages 3-16.
    21. Wenyi Xia & Kun Wang & Anming Zhang, 2018. "Air Transport and High-speed Rail Interactions in China: Review on Impacts of Low-cost Carriers, Rail Speed, and Modal Integration," Advances in Airline Economics, in: Airline Economics in Asia, volume 7, pages 103-122, Emerald Group Publishing Limited.
    22. Li, Xiaoyu & Jiang, Changmin & Wang, Kun & Ma, Jun, 2018. "Determinants of partnership levels in air-rail cooperation," Journal of Air Transport Management, Elsevier, vol. 71(C), pages 88-96.
    23. Zhang, X. & Miller-Hooks, E. & Denny, K., 2015. "Assessing the role of network topology in transportation network resilience," Journal of Transport Geography, Elsevier, vol. 46(C), pages 35-45.
    24. Reggiani, Aura & Nijkamp, Peter & Lanzi, Diego, 2015. "Transport resilience and vulnerability: The role of connectivity," Transportation Research Part A: Policy and Practice, Elsevier, vol. 81(C), pages 4-15.
    25. César Ducruet & Hidekazu Itoh, 2016. "Regions and material flows : Investigating the regional branching and industry relatedness of port traffic in a global perspective," Post-Print hal-03246412, HAL.
    26. Zhu, Zhenran & Zhang, Anming & Zhang, Yahua, 2018. "Connectivity of intercity passenger transportation in China: A multi-modal and network approach," Journal of Transport Geography, Elsevier, vol. 71(C), pages 263-276.
    27. Guillaume Burghouwt & Renato Redondi, 2013. "Connectivity in Air Transport Networks: An Assessment of Models and Applications," Journal of Transport Economics and Policy, University of Bath, vol. 47(1), pages 35-53, January.
    28. Gong, Qiang & Wang, Kun & Fan, Xingli & Fu, Xiaowen & Xiao, Yi-bin, 2018. "International trade drivers and freight network analysis - The case of the Chinese air cargo sector," Journal of Transport Geography, Elsevier, vol. 71(C), pages 253-262.
    29. César Ducruet & Hidekazu Itoh, 2016. "Regions and material flows: investigating the regional branching and industry relatedness of port traffics in a global perspective," Journal of Economic Geography, Oxford University Press, vol. 16(4), pages 805-830.
    30. Witte, Patrick & Slack, Brian & Keesman, Maarten & Jugie, Jeanne-Hélène & Wiegmans, Bart, 2018. "Facilitating start-ups in port-city innovation ecosystems: A case study of Montreal and Rotterdam," Journal of Transport Geography, Elsevier, vol. 71(C), pages 224-234.
    31. Wang, Kun & Xia, Wenyi & Zhang, Anming & Zhang, Qiong, 2018. "Effects of train speed on airline demand and price: Theory and empirical evidence from a natural experiment," Transportation Research Part B: Methodological, Elsevier, vol. 114(C), pages 99-130.
    32. Shaw, Shih-Lung & Fang, Zhixiang & Lu, Shiwei & Tao, Ran, 2014. "Impacts of high speed rail on railroad network accessibility in China," Journal of Transport Geography, Elsevier, vol. 40(C), pages 112-122.
    33. Liu, Shaoxuan & Oum, Tae Hoon, 2018. "Prospects for air policy liberalization in China as a Result of China-ASEAN Open Skies: Changing role of Chinese mega carriers in global scene and anticipated Low Cost Carrier competition," Transport Policy, Elsevier, vol. 72(C), pages 1-9.
    34. Reggiani, Aura, 2013. "Network resilience for transport security: Some methodological considerations," Transport Policy, Elsevier, vol. 28(C), pages 63-68.
    35. Fu, Xiaowen & Zhang, Anming & Lei, Zheng, 2012. "Will China’s airline industry survive the entry of high-speed rail?," Research in Transportation Economics, Elsevier, vol. 35(1), pages 13-25.
    36. Li, Hongchang & Yu, Kemei & Wang, Kun & Zhang, Anming, 2019. "Market power and its determinants in the Chinese railway industry," Transportation Research Part A: Policy and Practice, Elsevier, vol. 120(C), pages 261-276.
    37. Liu, Shuli & Wan, Yulai & Ha, Hun-Koo & Yoshida, Yuichiro & Zhang, Anming, 2019. "Impact of high-speed rail network development on airport traffic and traffic distribution: Evidence from China and Japan," Transportation Research Part A: Policy and Practice, Elsevier, vol. 127(C), pages 115-135.
    38. Jan K. Brueckner & Yimin Zhang, 2001. "A Model of Scheduling in Airline Networks: How a Hub-and-Spoke System Affects Flight Frequency, Fares and Welfare," Journal of Transport Economics and Policy, University of Bath, vol. 35(2), pages 195-222, May.
    39. (Ato) Xu, Wangtu & Zhou, Jiangping & Yang, Linchuan & Li, Ling, 2018. "The implications of high-speed rail for Chinese cities: Connectivity and accessibility," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 308-326.
    40. Kevin X. Li & Tae-Joon Park & Paul Tae-Woo Lee & Heather McLaughlin & Wenming Shi, 2018. "Container Transport Network for Sustainable Development in South Korea," Sustainability, MDPI, vol. 10(10), pages 1-16, October.
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