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Empirical Analysis of the Cruise Shipping Network in Asia

Author

Listed:
  • Maneerat Kanrak

    (Faculty of Interdisciplinary Studies, Khon Kaen University, Nong Khai 43000, Thailand)

  • Yui-yip Lau

    (Division of Business and Hospitality Management, College of Professional and Continuing Education, The Hong Kong Polytechnic University, Hong Kong)

  • Jingen Zhou

    (Department of Maritime and Logistics Management, Australian Maritime College, University of Tasmania, Launceston 7248, Australia)

  • Jiawei Ge

    (College of Transport and Communications, Shanghai Maritime University, Shanghai 201306, China)

  • Saksuriya Traiyarach

    (Faculty of Business Administration and Accountancy, Khon Kaen University, Khon Kean 40002, Thailand)

Abstract

The cruise shipping market has been growing dynamically in the past two decades. This study presented an empirical analysis of the Asian cruise shipping network (ACSN) in which the nodes are cruise ports and links are cruise routes connecting the ports, using complex network analysis. An analysis of 245 voyages operated by 16 cruise lines between 215 ports in 26 countries found that ports in the ACSN are connected by 704 links. The ACSN is a small-world network with a small average path length and a high clustering coefficient, and its degree distribution follows an exponential function. A small number of ports have high connectivity, and most ports have low connections. Most high-degree ports connect to low-degree ports. The important roles and properties of ports vary depending on centrality measures.

Suggested Citation

  • Maneerat Kanrak & Yui-yip Lau & Jingen Zhou & Jiawei Ge & Saksuriya Traiyarach, 2023. "Empirical Analysis of the Cruise Shipping Network in Asia," Sustainability, MDPI, vol. 15(3), pages 1-16, January.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:3:p:2010-:d:1042544
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    References listed on IDEAS

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    1. Dimitrios Tsiotas & Serafeim Polyzos, 2015. "Analyzing the Maritime Transportation System in Greece: a Complex Network Approach," Networks and Spatial Economics, Springer, vol. 15(4), pages 981-1010, December.
    2. Bombelli, Alessandro & Santos, Bruno F. & Tavasszy, Lóránt, 2020. "Analysis of the air cargo transport network using a complex network theory perspective," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 138(C).
    3. Jun-Woo Jeon & Okan Duru & Gi-Tae Yeo, 2019. "Cruise port centrality and spatial patterns of cruise shipping in the Asian market," Maritime Policy & Management, Taylor & Francis Journals, vol. 46(3), pages 257-276, April.
    4. Soh, Harold & Lim, Sonja & Zhang, Tianyou & Fu, Xiuju & Lee, Gary Kee Khoon & Hung, Terence Gih Guang & Di, Pan & Prakasam, Silvester & Wong, Limsoon, 2010. "Weighted complex network analysis of travel routes on the Singapore public transportation system," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(24), pages 5852-5863.
    5. Yichao Gou & Chengjin Wang, 2022. "Identification and Differentiation of the Hierarchical Structure of the Caribbean Cruise Shipping Network Based on Route Organization," Sustainability, MDPI, vol. 14(15), pages 1-15, August.
    6. Jeronimo Esteve-Perez & Antonio Garcia-Sanchez, 2015. "Cruise market: Stakeholders and the role of ports and tourist hinterlands," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 17(3), pages 371-388, September.
    7. Maneerat Kanrak & Hong-Oanh Nguyen, 2022. "Structure, characteristics and connectivity analysis of the Asian-Australasian cruise shipping network," Maritime Policy & Management, Taylor & Francis Journals, vol. 49(6), pages 882-896, August.
    8. Hu, Yihong & Zhu, Daoli, 2009. "Empirical analysis of the worldwide maritime transportation network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 388(10), pages 2061-2071.
    9. Yue Jiao & Maxim A. Dulebenets & Yui-yip Lau, 2020. "Cruise Ship Safety Management in Asian Regions: Trends and Future Outlook," Sustainability, MDPI, vol. 12(14), pages 1-15, July.
    10. Deng, Weibing & Li, Wei & Cai, Xu & Wang, Qiuping A., 2011. "The exponential degree distribution in complex networks: Non-equilibrium network theory, numerical simulation and empirical data," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 390(8), pages 1481-1485.
    11. Tsiotas, Dimitrios & Niavis, Spyros & Sdrolias, Labros, 2018. "Operational and geographical dynamics of ports in the topology of cruise networks: The case of Mediterranean," Journal of Transport Geography, Elsevier, vol. 72(C), pages 23-35.
    12. Dai, Liang & Derudder, Ben & Liu, Xingjian, 2018. "The evolving structure of the Southeast Asian air transport network through the lens of complex networks, 1979–2012," Journal of Transport Geography, Elsevier, vol. 68(C), pages 67-77.
    13. Xiaodong Sun & Tsz Leung Yip & Yui-yip Lau, 2019. "Location Characteristics of Cruise Terminals in China: A Lesson from Hong Kong and Shanghai," Sustainability, MDPI, vol. 11(18), pages 1-14, September.
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