The effect of distance on cargo flows: a case study of Chinese imports and their hinterland destinations

Abstract

With the rapid development of ports in China, competition for cargo is growing. The ability of a port to attract hinterland traffic is affected by many factors, including distance to the hinterland destinations. This paper studies the effects of distance on import cargo flows from a port to its hinterland. Two major findings are reported. Through a Spatial Concentration Analysis, this study shows that cargo imported through ports with relatively low throughput is primarily delivered to local areas, with the proportion of cargo delivered to local areas from larger ports being much smaller. The present study also shows (according to a gravity model, the Gompertz function and several other methods) that cargo flows from a large port to its hinterland increase with distance below a certain threshold, while cargo flows approach a stable state once they exceed this threshold. These results can be used to inform port managers and policy makers regarding the hinterland markets for ports of different sizes.

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References

  1. Blonigen, B.A., and W.W. Wilson. 2006. International trade, transportation networks and port choice. Transportation Journal 34: 32–47.

    Google Scholar 

  2. Chang, Y.-T., S.-Y. Lee, and J.L. Tongzon. 2008. Port selection factors by shipping lines: Different perspectives between trunk liners and feeder service providers. Marine Policy 32 (6): 877–885.

    Article  Google Scholar 

  3. Cidell, J. 2010. Concentration and decentralization: The new geography of freight distribution in US metropolitan areas. Journal of Transport Geography 18 (3): 363–371.

    Article  Google Scholar 

  4. De Langen, P.W. 2007. Port competition and selection in contestable hinterlands; the case of Austria. European Journal of Transport and Infrastructure Research 7 (1): 1–14.

    Google Scholar 

  5. Fan, L., W.W. Wilson, and D. Tolliver. 2010. Optimal network flows for containerized imports to the United States. Transportation Research Part E: Logistics and Transportation Review 46 (5): 735–749.

    Article  Google Scholar 

  6. Ferrari, C., F. Parola, and E. Gattorna. 2011. Measuring the quality of port hinterland accessibility: The Ligurian case. Transport Policy 18 (2): 382–391.

    Article  Google Scholar 

  7. Fotheringham, A.S. 1981. Spatial structure and distance–decay parameters. Annals of the Association of American Geographers 71 (3): 425–436.

    Google Scholar 

  8. Guerrero, D. 2014. Deep-sea hinterlands: Some empirical evidence of the spatial impact of containerization. Journal of Transport Geography 35: 84–94.

    Article  Google Scholar 

  9. Herfindahl, O. C. (1950) Concentration in the steel industry. Ph.D. thesis, Columbia University, NY.

  10. Hoare, A.G. 1986. British ports and their export hinterlands: A rapidly changing geography. Geografiska Annaler. Series B. Human Geography 68 (1): 29–40.

    Article  Google Scholar 

  11. Jones, D.A., J.L. Farkas, O. Bernstein, C.E. Davis, A. Turk, M.A. Turnquist, L.K. Nozick, B. Levine, C.G. Rawls, S.D. Ostrowski, and W. Sawaya. 2011. U.S. import/export container flow modeling and disruption analysis. Research in Transportation Economics 32 (1): 3–14.

    Article  Google Scholar 

  12. Leachman, R.C. 2008. Port and modal allocation of waterborne containerized imports from Asia to the United States. Transportation Research Part E: Logistics and Transportation Review 44 (2): 313–331.

    Article  Google Scholar 

  13. Lee, T., G.T. Yeo, and V.V. Thai. 2014. Changing concentration Ratios and geographical patterns of Bulk Ports: The case of the Korean West Coast. The Asian Journal of Shipping and Logistics 30 (2): 155–173.

    Article  Google Scholar 

  14. Levine, B., L. Nozick, and D. Jones. 2009. Estimating an origin–destination table for US imports of waterborne containerized freight. Transportation Research Part E: Logistics and Transportation Review 45 (4): 611–626.

    Article  Google Scholar 

  15. Luoma, M., K. Mikkonen, and M. Palomäki. 1993. The threshold gravity model and transport geography: how transport development influences the distance–decay parameter of the gravity model. Journal of Transport Geography 1 (4): 240–247.

    Article  Google Scholar 

  16. Luo, M., and T.A. Grigalunas. 2003. A spatial-economic multimodal transportation simulation model for US coastal container ports. Maritime Economics & Logistics 5 (2): 158–178.

    Article  Google Scholar 

  17. Malchow, M.B., and A. Kanafani. 2004. A disaggregate analysis of port selection. Transportation Research Part E: Logistics and Transportation Review 40 (4): 317–337.

    Article  Google Scholar 

  18. Martínez, L.M., and J.M. Viegas. 2013. A new approach to modelling distance–decay functions for accessibility assessment in transport studies. Journal of Transport Geography 26: 87–96.

    Article  Google Scholar 

  19. Monios, J., and Y. Wang. 2013. Spatial and institutional characteristics of inland port development in China. GeoJournal 78 (5): 897–913.

    Article  Google Scholar 

  20. Notteboom, T.E. 1997. Concentration and load centre development in the European container port system. Journal of Transport Geography 5 (2): 99–115.

    Article  Google Scholar 

  21. Notteboom, T.E. 2006. Traffic inequality in seaport systems revisited. Journal of Transport Geography 14 (2): 95–108.

    Article  Google Scholar 

  22. Notteboom, T.E., and W. Winkelmans. 2001. Structural changes in logistics: How will port authorities face the challenge? Maritime Policy & Management 28 (1): 71–89.

    Article  Google Scholar 

  23. Reynolds-Feighan, A.J. 1998. The impact of US airline deregulation on airport traffic patterns. Geographical Analysis 30: 234–253.

    Article  Google Scholar 

  24. Rodrigue, J.P., and T. Notteboom. 2010. Comparative North American and European gateway logistics: The regionalism of freight distribution. Journal of Transport Geography 18 (4): 497–507.

    Article  Google Scholar 

  25. Steven, A.B., and T.M. Corsi. 2012. Choosing a port: An analysis of containerized imports into the US. Transportation Research Part E: Logistics and Transportation Review 48 (4): 881–895.

    Article  Google Scholar 

  26. Tiwari, P., H. Itoh, and M. Doi. 2003. Shippers’ port and carrier selection behavior in China: a discrete choice analysis. Maritime Economics & Logistics 5 (1): 23–39.

    Article  Google Scholar 

  27. Tongzon, J., and W. Heng. 2005. Port privatization, efficiency and competitiveness: Some empirical evidence from container ports (terminals). Transportation Research Part A: Policy and Practice 39 (5): 405–424.

    Google Scholar 

  28. Wilson, A.G. 1967. A statistical theory of spatial distribution models. Transportation Research 1 (3): 253–269.

    Article  Google Scholar 

  29. Yuen, C.A., A. Zhang, and W. Cheung. 2012. Port competitiveness from the users’ perspective: An analysis of major container ports in China and its neighboring countries. Research in Transportation Economics 35 (1): 34–40.

    Article  Google Scholar 

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Acknowledgements

The authors wish thank the editor and anonymous referees for their valuable suggestions, which have helped improve this paper considerably. This study was sponsored by the Social Science Foundation, by the Ministry of Education of China (Grant No. 12YJC630205), through the Shanghai Pujiang Program (Grant No. 15PJC060), and by the Shanghai Maritime University Foundation (Grant No. 20120079).

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Correspondence to Likun Wang.

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Wang, L., Goodchild, A. & Wang, Y. The effect of distance on cargo flows: a case study of Chinese imports and their hinterland destinations. Marit Econ Logist 20, 456–475 (2018). https://doi.org/10.1057/s41278-017-0079-3

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Keywords

  • Import cargo flow
  • Hinterland
  • Ports of China
  • Distance decay
  • Gompertz model