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Modelling the competitiveness of the ports along the Maritime Silk Road with big data

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  • Peng, Peng
  • Yang, Yu
  • Lu, Feng
  • Cheng, Shifen
  • Mou, Naixia
  • Yang, Ren

Abstract

China’s 21st Century Maritime Silk Road trade initiative includes investment in international port infrastructure. Comprehensive analysis of port competitiveness is of great significance for effectively guiding the flow of such resources. Conventional models mainly consider statistical indices for port operation, while neglecting the real operational status of these ports and their position in the changing global maritime transport network. To fill this gap in existing research, we designed a comprehensive evaluation CCPE model measuring port competitiveness by 18 factors related to conditions, capacity, potential, and efficiency using big data related to the geographical environment, cargo vessels trajectories, port infrastructure, and regional socioeconomics. This model was then used to evaluate the competitiveness of 99 ports in 51 countries along the Maritime Silk Road, with several important results. First, a port’s status in the global maritime transport network was the most influential of all competitiveness indices. Second, competitive ports were mainly concentrated in the Mediterranean, the Suez Canal, and the Hormuz Strait, with Singapore, Marsaxlokk, and Algeciras ranking as the top three. The least competitive ports were mainly concentrated in East Africa, with Rangoon, Berbera, Lamu, Songkhla, Mtwara, and Sittwe ranking lowest. Third, port competitiveness was clearly polarized in that the most competitive ports stood far above all others due to significant gaps in their network status index.

Suggested Citation

  • Peng, Peng & Yang, Yu & Lu, Feng & Cheng, Shifen & Mou, Naixia & Yang, Ren, 2018. "Modelling the competitiveness of the ports along the Maritime Silk Road with big data," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 852-867.
    • Handle: RePEc:eee:transa:v:118:y:2018:i:c:p:852-867
    DOI: 10.1016/j.tra.2018.10.041
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    as
    1. Olivier Desplebin & Douglas Hales & Y.T. Chang & Jasmine Siu Lee Lam & Nikhilesh Dholakia & Adel Al-Wugayan, 2017. "An empirical test of the balanced theory of port competitiveness," Post-Print hal-01656957, HAL.
    2. Jingzheng Ren & Liang Dong & Lu Sun, 2018. "Competitiveness prioritisation of container ports in Asia under the background of China’s Belt and Road initiative," Transport Reviews, Taylor & Francis Journals, vol. 38(4), pages 436-456, July.
    3. Yuen, Chi-lok Andrew & Zhang, Anming & Cheung, Waiman, 2012. "Port competitiveness from the users' perspective: An analysis of major container ports in China and its neighboring countries," Research in Transportation Economics, Elsevier, vol. 35(1), pages 34-40.
    4. Suárez-Alemán, Ancor & Morales Sarriera, Javier & Serebrisky, Tomás & Trujillo, Lourdes, 2016. "When it comes to container port efficiency, are all developing regions equal?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 86(C), pages 56-77.
    5. Yap, Wei Yim & Lam, Jasmine S.L., 2006. "Competition dynamics between container ports in East Asia," Transportation Research Part A: Policy and Practice, Elsevier, vol. 40(1), pages 35-51, January.
    6. Elvira Haezendonck & Greet Pison & Peter Rousseeuw & Anja Struyf & Alain Verbeke, 2000. "The Competitive Advantage of Seaports," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 2(2), pages 69-82, June.
    7. Ducruet, César, 2017. "Multilayer dynamics of complex spatial networks: The case of global maritime flows (1977–2008)," Journal of Transport Geography, Elsevier, vol. 60(C), pages 47-58.
    8. H E Haralambides, 2002. "Competition, Excess Capacity, and the Pricing of Port Infrastructure," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 4(4), pages 323-347, December.
    9. Jin-Young Kim, 2014. "Port user typology and representations of port choice behavior: A Q-methodological study," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 16(2), pages 165-187, June.
    10. 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.
    11. Simme Veldman & Lorena Garcia-Alonso & José Ángel Vallejo-Pinto, 2011. "Determinants of container port choice in Spain," Maritime Policy & Management, Taylor & Francis Journals, vol. 38(5), pages 509-522, January.
    12. Tongzon, Jose & Heng, Wu, 2005. "Port privatization, efficiency and competitiveness: Some empirical evidence from container ports (terminals)," Transportation Research Part A: Policy and Practice, Elsevier, vol. 39(5), pages 405-424, June.
    13. Figueiredo De Oliveira, Gabriel & Cariou, Pierre, 2015. "The impact of competition on container port (in)efficiency," Transportation Research Part A: Policy and Practice, Elsevier, vol. 78(C), pages 124-133.
    14. Hongchu Yu & Zhixiang Fang & Guojun Peng & Mingxiang Feng, 2017. "Revealing the Linkage Network Dynamic Structures of Chinese Maritime Ports through Automatic Information System Data," Sustainability, MDPI, vol. 9(10), pages 1-17, October.
    15. Cheon, SangHyun & Dowall, David E. & Song, Dong-Wook, 2010. "Evaluating impacts of institutional reforms on port efficiency changes: Ownership, corporate structure, and total factor productivity changes of world container ports," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 46(4), pages 546-561, July.
    16. Ha, Min-Ho & Yang, Zaili, 2017. "Comparative analysis of port performance indicators: Independency and interdependency," Transportation Research Part A: Policy and Practice, Elsevier, vol. 103(C), pages 264-278.
    17. Maria Rosa Pires da Cruz & João J Ferreira & Susana Garrido Azevedo, 2013. "Key factors of seaport competitiveness based on the stakeholder perspective: An Analytic Hierarchy Process (AHP) model," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 15(4), pages 416-443, December.
    18. Yuen, Andrew Chi-lok & Zhang, Anming & Cheung, Waiman, 2013. "Foreign participation and competition: A way to improve the container port efficiency in China?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 49(C), pages 220-231.
    19. Liehui Wang & Yan Zhu & Cesar Ducruet & Mattia Bunel & Yui-yip Lau, 2018. "From hierarchy to networking: the evolution of the “twenty-first-century Maritime Silk Road” container shipping system," Transport Reviews, Taylor & Francis Journals, vol. 38(4), pages 416-435, July.
    20. Dong-Wook Song & Ki-Tae Yeo, 2004. "A Competitive Analysis of Chinese Container Ports Using the Analytic Hierarchy Process," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 6(1), pages 34-52, March.
    21. Yeo, Gi-Tae & Roe, Michael & Dinwoodie, John, 2008. "Evaluating the competitiveness of container ports in Korea and China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(6), pages 910-921, July.
    22. Márcio Arzua Caillaux & Annibal Parracho Sant'Anna & Lidia Angulo Meza & João Carlos Correia Baptista Soares de Mello, 2011. "Container logistics in Mercosur: Choice of a transhipment port using the ordinal Copeland method, data envelopment analysis and probabilistic composition," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 13(4), pages 355-370, December.
    23. Onut, Semih & Tuzkaya, Umut R. & Torun, Erçin, 2011. "Selecting container port via a fuzzy ANP-based approach: A case study in the Marmara Region, Turkey," Transport Policy, Elsevier, vol. 18(1), pages 182-193, January.
    24. Bichou, Khalid, 2013. "An empirical study of the impacts of operating and market conditions on container-port efficiency and benchmarking," Research in Transportation Economics, Elsevier, vol. 42(1), pages 28-37.
    25. Gi-Tae Yeo & Adolf K.Y. Ng & Paul Tae-Woo Lee & Zaili Yang, 2014. "Modelling port choice in an uncertain environment," Maritime Policy & Management, Taylor & Francis Journals, vol. 41(3), pages 251-267, May.
    26. Wang, Ying & Yeo, Gi-Tae & Ng, Adolf K.Y., 2014. "Choosing optimal bunkering ports for liner shipping companies: A hybrid Fuzzy-Delphi–TOPSIS approach," Transport Policy, Elsevier, vol. 35(C), pages 358-365.
    27. Dong-Joon Kang & Su-Han Woo, 2017. "Liner shipping networks, port characteristics and the impact on port performance," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 19(2), pages 274-295, June.
    28. Jiang, Jianlin & Lee, Loo Hay & Chew, Ek Peng & Gan, Chee Chun, 2015. "Port connectivity study: An analysis framework from a global container liner shipping network perspective," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 73(C), pages 47-64.
    29. Julián Martínez Moya & María Feo Valero, 2017. "Port choice in container market: a literature review," Transport Reviews, Taylor & Francis Journals, vol. 37(3), pages 300-321, May.
    30. Tongzon, Jose L., 2009. "Port choice and freight forwarders," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 45(1), pages 186-195, January.
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