IDEAS home Printed from https://ideas.repec.org/a/eee/trapol/v143y2023icp10-24.html
   My bibliography  Save this article

Connectivity-based spatial patterns and factors influencing international container multimodal hubs in China under the Belt and Road initiative

Author

Listed:
  • Zhang, Xinfang
  • Liu, Chengliang
  • Peng, Yan
  • Lu, Jing

Abstract

The location and layout of container multimodal hubs have received much research attention under the Belt and Road Initiative. To explore the spatial distribution pattern of international container multimodal hubs (ICMHs) and its influencing factors in China, this paper measures the domestic connectivity, international land connectivity, international rail-sea multimodal connectivity and comprehensive connectivity of ICMHs. Spatial analysis methods are used to explore the spatial patterns of ICMH connectivity, and then spatial regression models are applied to detect those key factors that influence its distribution. Results reveal that ICMH connectivity has significant spatial differences and obvious distribution trends across China and that such connectivity gradually decreases from east to west. The significant spatial agglomeration characteristic of connectivity is also highlighted. Specifically, a high connectivity is concentrated in the east and close to exit ports (land exit-ports and seaports), whereas a low connectivity is distributed in the expansive western areas. Results of the spatial regression also show that each factor has significant spatial heterogeneity with respect to connectivity distribution, especially freight turnover volume and investment in transportation. This study provides support for the layout of logistics hubs in multimodal networks and enriches the application of the connectivity method.

Suggested Citation

  • Zhang, Xinfang & Liu, Chengliang & Peng, Yan & Lu, Jing, 2023. "Connectivity-based spatial patterns and factors influencing international container multimodal hubs in China under the Belt and Road initiative," Transport Policy, Elsevier, vol. 143(C), pages 10-24.
  • Handle: RePEc:eee:trapol:v:143:y:2023:i:c:p:10-24
    DOI: 10.1016/j.tranpol.2023.09.006
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0967070X2300238X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.tranpol.2023.09.006?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Limbourg, S. & Jourquin, B., 2009. "Optimal rail-road container terminal locations on the European network," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 45(4), pages 551-563, July.
    2. He, Yan & Wu, Tao & Zhang, Canrong & Liang, Zhe, 2015. "An improved MIP heuristic for the intermodal hub location problem," Omega, Elsevier, vol. 57(PB), pages 203-211.
    3. Sheu, Jiuh Biing & Kundu, Tanmoy, 2018. "Forecasting time-varying logistics distribution flows in the One Belt-One Road strategic context," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 117(C), pages 5-22.
    4. Mishra, Sabyasachee & Welch, Timothy F. & Jha, Manoj K., 2012. "Performance indicators for public transit connectivity in multi-modal transportation networks," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(7), pages 1066-1085.
    5. Tovar, Beatriz & Hernández, Rubén & Rodríguez-Déniz, Héctor, 2015. "Container port competitiveness and connectivity: The Canary Islands main ports case," Transport Policy, Elsevier, vol. 38(C), pages 40-51.
    6. 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).
    7. Yang, Zhongzhen & Yu, Shunan & Notteboom, Theo, 2016. "Airport location in multiple airport regions (MARs): The role of land and airside accessibility," Journal of Transport Geography, Elsevier, vol. 52(C), pages 98-110.
    8. Zheng, Jianfeng & Zhang, Wenlong & Qi, Jingwen & Wang, Shuaian, 2019. "Canal effects on a liner hub location problem," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 130(C), pages 230-247.
    9. Zhu, Zhenran & Zhang, Anming & Zhang, Yahua & Huang, Zhibin & Xu, Shiteng, 2019. "Measuring air connectivity between China and Australia," Journal of Transport Geography, Elsevier, vol. 74(C), pages 359-370.
    10. Redondi, Renato & Malighetti, Paolo & Paleari, Stefano, 2011. "Hub competition and travel times in the world-wide airport network," Journal of Transport Geography, Elsevier, vol. 19(6), pages 1260-1271.
    11. Juan Tang & Hong-lin Zhu & Zhi Liu & Fu Jia & Xiao-xue Zheng, 2019. "Urban Sustainability Evaluation under the Modified TOPSIS Based on Grey Relational Analysis," IJERPH, MDPI, vol. 16(2), pages 1-21, January.
    12. Sakai, Takanori & Kawamura, Kazuya & Hyodo, Tetsuro, 2020. "Logistics facilities for intra and inter-regional shipping: Spatial distributions, location choice factors, and externality," Journal of Transport Geography, Elsevier, vol. 86(C).
    13. Zhao, Laijun & Zhao, Yue & Hu, Qingmi & Li, Huiyong & Stoeter, Johan, 2018. "Evaluation of consolidation center cargo capacity and loctions for China railway express," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 117(C), pages 58-81.
    14. Hairui Wei & Zhaohan Sheng, 2018. "Logistics connectivity considering import and export for Chinese inland regions in the 21st-Century Maritime Silk Road by dry ports," Maritime Policy & Management, Taylor & Francis Journals, vol. 45(1), pages 53-70, January.
    15. Akhavan, Mina & Ghiara, Hilda & Mariotti, Ilaria & Sillig, Cécile, 2020. "Logistics global network connectivity and its determinants. A European City network analysis," Journal of Transport Geography, Elsevier, vol. 82(C).
    16. Yu, Bin & Zhu, Hanbing & Cai, Wanjun & Ma, Ning & Kuang, Qiji & Yao, Baozhen, 2013. "Two-phase optimization approach to transit hub location – the case of Dalian," Journal of Transport Geography, Elsevier, vol. 33(C), pages 62-71.
    17. Zhou, Yaoming & Wang, Junwei & Sheu, Jiuh-Biing, 2019. "On connectivity of post-earthquake road networks," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 123(C), pages 1-16.
    18. Wang, Grace W.Y. & Zeng, Qingcheng & Li, Kevin & Yang, Jinglei, 2016. "Port connectivity in a logistic network: The case of Bohai Bay, China," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 95(C), pages 341-354.
    19. Yang, Dong & Pan, Kai & Wang, Shuaian, 2018. "On service network improvement for shipping lines under the one belt one road initiative of China," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 117(C), pages 82-95.
    20. Liquan Guo & Zhongzhen Yang, 2018. "Evaluation of foreign trade transport accessibility for Mainland China," Maritime Policy & Management, Taylor & Francis Journals, vol. 45(1), pages 34-52, January.
    21. Zeng, Qingcheng & Wang, Grace W.Y. & Qu, Chenrui & Li, Kevin X., 2018. "Impact of the Carat Canal on the evolution of hub ports under China’s Belt and Road initiative," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 117(C), pages 96-107.
    22. Sakai, Takanori & Beziat, Adrien & Heitz, Adeline, 2020. "Location factors for logistics facilities: Location choice modeling considering activity categories," Journal of Transport Geography, Elsevier, vol. 85(C).
    23. Takanori Sakai & Adrien Beziat & Adeline Heitz, 2020. "Location factors for logistics facilities: Location choice modeling considering activity categories," Post-Print halshs-03196110, HAL.
    24. Thill, Jean-Claude & Lim, Hyunwoo, 2010. "Intermodal containerized shipping in foreign trade and regional accessibility advantages," Journal of Transport Geography, Elsevier, vol. 18(4), pages 530-547.
    25. Ali Durmuş & Sevkiye Sence Turk, 2014. "Factors Influencing Location Selection of Warehouses at the Intra-Urban Level: Istanbul Case," European Planning Studies, Taylor & Francis Journals, vol. 22(2), pages 268-292, February.
    Full references (including those not matched with items on IDEAS)

    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. Yang, Zhongzhen & Sun, Yu & Lee, Paul Tae-Woo, 2020. "Impact of the development of the China-Europe Railway Express – A case on the Chongqing international logistics center," Transportation Research Part A: Policy and Practice, Elsevier, vol. 136(C), pages 244-261.
    2. Yang, Zhiwei & Chen, Xiaohong & Pan, Ruixu & Yuan, Quan, 2022. "Exploring location factors of logistics facilities from a spatiotemporal perspective: A case study from Shanghai," Journal of Transport Geography, Elsevier, vol. 100(C).
    3. Kundu, Tanmoy & Sheu, Jiuh-Biing, 2019. "Analyzing the effect of government subsidy on shippers’ mode switching behavior in the Belt and Road strategic context," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 129(C), pages 175-202.
    4. Deng, Ping & Song, Lian & Xiao, Ruiqi & Huang, Chengfeng, 2022. "Evaluation of logistics and port connectivity in the Yangtze River Economic Belt of China," Transport Policy, Elsevier, vol. 126(C), pages 249-267.
    5. Li, Siping & Zhou, Yaoming & Kundu, Tanmoy & Zhang, Fangni, 2021. "Impact of entry restriction policies on international air transport connectivity during COVID-19 pandemic," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 152(C).
    6. Martínez-Moya, Julián & Feo-Valero, María, 2020. "Measuring foreland container port connectivity disaggregated by destination markets: An index for Short Sea Shipping services in Spanish ports," Journal of Transport Geography, Elsevier, vol. 89(C).
    7. Sakai, Takanori & Kawamura, Kazuya & Hyodo, Tetsuro, 2020. "Logistics facilities for intra and inter-regional shipping: Spatial distributions, location choice factors, and externality," Journal of Transport Geography, Elsevier, vol. 86(C).
    8. Liu, Qing & Yang, Yang & Ke, Luqi & Ng, Adolf K.Y., 2022. "Structures of port connectivity, competition, and shipping networks in Europe," Journal of Transport Geography, Elsevier, vol. 102(C).
    9. Yang, Yitao & Jia, Bin & Yan, Xiao-Yong & Zhi, Danyue & Song, Dongdong & Chen, Yan & de Bok, Michiel & Tavasszy, Lóránt A. & Gao, Ziyou, 2023. "Uncovering and modeling the hierarchical organization of urban heavy truck flows," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 179(C).
    10. David Guerrero & Jean Paul Hubert & Martin Koning & Nicolas Roelandt, 2022. "On the Spatial Scope of Warehouse Activity: An Exploratory Study in France," Post-Print hal-03551270, HAL.
    11. Wen, Xin & Ma, Hoi-Lam & Choi, Tsan-Ming & Sheu, Jiuh-Biing, 2019. "Impacts of the Belt and Road Initiative on the China-Europe trading route selections," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 122(C), pages 581-604.
    12. Zhou, Yaoming & Kundu, Tanmoy & Goh, Mark & Sheu, Jiuh-Biing, 2021. "Multimodal transportation network centrality analysis for Belt and Road Initiative," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).
    13. Redondi, Renato & Birolini, Sebastian & Morlotti, Chiara & Paleari, Stefano, 2021. "Connectivity measures and passengers’ behavior: Comparing conventional connectivity models to predict itinerary market shares," Journal of Air Transport Management, Elsevier, vol. 90(C).
    14. Oliveira, Renata Lúcia Magalhães de & Dablanc, Laetitia & Schorung, Matthieu, 2022. "Changes in warehouse spatial patterns and rental prices: Are they related? Exploring the case of US metropolitan areas," Journal of Transport Geography, Elsevier, vol. 104(C).
    15. Halim, Ronald A. & Kwakkel, Jan H. & Tavasszy, Lóránt A., 2016. "A strategic model of port-hinterland freight distribution networks," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 95(C), pages 368-384.
    16. Bai, Xiwen & Cheng, Liangqi & Yang, Dong & Cai, Ouchen, 2022. "Does the traffic volume of a port determine connectivity? Revisiting port connectivity measures with high-frequency satellite data," Journal of Transport Geography, Elsevier, vol. 102(C).
    17. Min Dong & Yuhao Li & Xinglu Xu & Yaping Zha, 2022. "A Practical Accessibility Evaluation Method for Port-Centric Coal Transportation Chains: Considering the Environment and Operational Adaptability," Sustainability, MDPI, vol. 14(18), pages 1-20, September.
    18. Fu, Yaping & Wu, Di & Wang, Yan & Wang, Hongfeng, 2020. "Facility location and capacity planning considering policy preference and uncertain demand under the One Belt One Road initiative," Transportation Research Part A: Policy and Practice, Elsevier, vol. 138(C), pages 172-186.
    19. Wei, Hairui & Lee, Paul Tae-Woo, 2021. "Designing a coordinated horizontal alliance system for China’s inland ports with China railway express platforms along the Silk Road Economic Belt," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 147(C).
    20. Guerrero, D. & Hubert, J.-P. & Koning, M. & Roelandt, N., 2022. "On the spatial scope of warehouse activity: An exploratory study in France," Journal of Transport Geography, Elsevier, vol. 99(C).

    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:eee:trapol:v:143:y:2023:i:c:p:10-24. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/30473/description#description .

    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.