IDEAS home Printed from https://ideas.repec.org/a/pal/marecl/v23y2021i3d10.1057_s41278-020-00170-7.html
   My bibliography  Save this article

Revisiting traffic forecasting by port authorities in the context of port planning and development

Author

Listed:
  • Francesco Parola

    (University of Genoa)

  • Giovanni Satta

    (University of Genoa)

  • Theo Notteboom

    (Shanghai Maritime University
    University of Antwerp
    Ghent University
    Antwerp Maritime Academy)

  • Luca Persico

    (University of Genoa)

Abstract

This paper contributes to the extant debate on port planning and development by analysing current approaches and challenges for academics and port authorities with respect to traffic forecasting. First, we examine how academics approach traffic forecasting in ports based on an extensive literature review. Next, using a sample of 28 core ports in the European Union, we provide empirical evidence on traffic forecasting challenges for, and approaches by, port authorities. Our findings are discussed by focussing on five themes, i.e. formalized planning versus ad hoc investment decisions, the types and time horizons of port planning documents, forecasting methods and data sources, attitudes towards the disclosure of traffic forecasts and methods, and institutional issues affecting traffic forecasting exercises.

Suggested Citation

  • Francesco Parola & Giovanni Satta & Theo Notteboom & Luca Persico, 2021. "Revisiting traffic forecasting by port authorities in the context of port planning and development," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 23(3), pages 444-494, September.
  • Handle: RePEc:pal:marecl:v:23:y:2021:i:3:d:10.1057_s41278-020-00170-7
    DOI: 10.1057/s41278-020-00170-7
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41278-020-00170-7
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1057/s41278-020-00170-7?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. Notteboom, Theo E. & Parola, Francesco & Satta, Giovanni, 2019. "The relationship between transhipment incidence and throughput volatility in North European and Mediterranean container ports," Journal of Transport Geography, Elsevier, vol. 74(C), pages 371-381.
    2. Javed Farhan & Ghim Ping Ong, 2018. "Forecasting seasonal container throughput at international ports using SARIMA models," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 20(1), pages 131-148, March.
    3. Giovanni Satta & Luca Persico, 2015. "Entry mode choices of rapidly internationalizing terminal operators:The determinants of the degree of control on foreign ventures," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 17(1), pages 97-126, March.
    4. Francesco Parola & Anna Sciomachen, 2009. "Modal split evaluation of a maritime container terminal," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 11(1), pages 77-97, March.
    5. Satta, Giovanni & Notteboom, Theo & Parola, Francesco & Persico, Luca, 2017. "Determinants of the long-term performance of initial public offerings (IPOs) in the port industry," Transportation Research Part A: Policy and Practice, Elsevier, vol. 103(C), pages 135-153.
    6. Trujillo, Lourdes & Quinet, Emile & Estache, Antonio, 2002. "Dealing with demand forecasting games in transport privatization," Transport Policy, Elsevier, vol. 9(4), pages 325-334, October.
    7. Rashed, Yasmine & Meersman, Hilde & Sys, Christa & Van de Voorde, Eddy & Vanelslander, Thierry, 2018. "A combined approach to forecast container throughput demand: Scenarios for the Hamburg-Le Havre range of ports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 117(C), pages 127-141.
    8. Coto-Millán, Pablo & Baños-Pino, José & Castro, José Villaverde, 2005. "Determinants of the demand for maritime imports and exports," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 41(4), pages 357-372, July.
    9. Theo E. Notteboom & Hercules E. Haralambides, 2020. "Port management and governance in a post-COVID-19 era: quo vadis?," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 22(3), pages 329-352, September.
    10. Panayides, Photis M. & Parola, Francesco & Lam, Jasmine Siu Lee, 2015. "The effect of institutional factors on public–private partnership success in ports," Transportation Research Part A: Policy and Practice, Elsevier, vol. 71(C), pages 110-127.
    11. Mu, Rui & Jong, Martin de & Koppenjan, Joop, 2011. "The rise and fall of Public–Private Partnerships in China: a path-dependent approach," Journal of Transport Geography, Elsevier, vol. 19(4), pages 794-806.
    12. Twrdy, Elen & Batista, Milan, 2016. "Modeling of container throughput in Northern Adriatic ports over the period 1990–2013," Journal of Transport Geography, Elsevier, vol. 52(C), pages 131-142.
    13. Mr. Etienne B Yehoue & Miss Mona Hammami & Jean-François Ruhashyankiko, 2006. "Determinants of Public-Private Partnerships in Infrastructure," IMF Working Papers 2006/099, International Monetary Fund.
    14. Carlos Oliveira Cruz & Rui Cunha Marques, 2012. "Risk-Sharing in Seaport Terminal Concessions," Transport Reviews, Taylor & Francis Journals, vol. 32(4), pages 455-471, February.
    15. RASHED, Yasmine & MEERSMAN, Hilde & VAN DE VOORDE, Eddy & VANELSLANDER, Thierry, 2013. "A univariate analysis: Short-term forecasts of container throughput in the port of Antwerp," Working Papers 2013022, University of Antwerp, Faculty of Business and Economics.
    16. Mary M. Crossan & Marina Apaydin, 2010. "A Multi‐Dimensional Framework of Organizational Innovation: A Systematic Review of the Literature," Journal of Management Studies, Wiley Blackwell, vol. 47(6), pages 1154-1191, September.
    17. Yi Xiao & Jin Xiao & Shouyang Wang, 2012. "A Hybrid Forecasting Model for Non-Stationary Time Series: An Application to Container Throughput Prediction," International Journal of Knowledge and Systems Science (IJKSS), IGI Global, vol. 3(2), pages 67-82, April.
    18. Donna F. Davis & John T. Mentzer & Teresa M. Mccarthy & Susan L. Golicic, 2006. "The evolution of sales forecasting management: a 20-year longitudinal study of forecasting practices," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 25(5), pages 303-324.
    19. Parola, Francesco & Notteboom, Theo & Satta, Giovanni & Rodrigue, Jean-Paul, 2013. "Analysis of factors underlying foreign entry strategies of terminal operators in container ports," Journal of Transport Geography, Elsevier, vol. 33(C), pages 72-84.
    20. Xin Tian & Liming Liu & K. K. Lai & Shouyang Wang, 2013. "Analysis and forecasting of port logistics using TEI@I methodology," Transportation Planning and Technology, Taylor & Francis Journals, vol. 36(8), pages 685-702, December.
    21. Theo E Notteboom & Willy Winkelmans, 2001. "Reassessing Public Sector Involvement in European Seaports," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 3(2), pages 242-259, June.
    22. Yasmine Rashed & Hilde Meersman & Eddy Van de Voorde & Thierry Vanelslander, 2017. "Short-term forecast of container throughout: An ARIMA-intervention model for the port of Antwerp," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 19(4), pages 749-764, December.
    23. Giovanni Satta, 2017. "Initial public offerings in the port industry: exploring the determinants of underpricing," Maritime Policy & Management, Taylor & Francis Journals, vol. 44(8), pages 1012-1033, November.
    24. Vonck, Indra & Notteboom, Theo, 2016. "Panarchy within a port setting," Journal of Transport Geography, Elsevier, vol. 51(C), pages 308-315.
    25. Gu Pang & Bartosz Gebka, 2017. "Forecasting container throughput using aggregate or terminal-specific data? The case of Tanjung Priok Port, Indonesia," International Journal of Production Research, Taylor & Francis Journals, vol. 55(9), pages 2454-2469, May.
    26. P. Taneja & W.E. Walker & H. Ligteringen & M. Van Schuylenburg & R. Van Der Plas, 2010. "Implications of an uncertain future for port planning," Maritime Policy & Management, Taylor & Francis Journals, vol. 37(3), pages 221-245, May.
    27. Lauri Lättilä & Olli-Pekka Hilmola, 2012. "Forecasting long-term demand of largest Finnish sea ports," International Journal of Applied Management Science, Inderscience Enterprises Ltd, vol. 4(1), pages 52-79.
    28. Patrick Verhoeven, 2010. "A review of port authority functions: towards a renaissance?," Maritime Policy & Management, Taylor & Francis Journals, vol. 37(3), pages 247-270, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yang, Dong & Li, Lu & Notteboom, Theo, 2022. "Chinese investment in overseas container terminals: The role of investor attributes in achieving a higher port competitiveness," Transport Policy, Elsevier, vol. 118(C), pages 112-122.
    2. Turi Attila & Boglut Geanina-Ioana, 2024. "Intermodal Transportation Challenges in Eastern Europe: Case Study of Romania," Proceedings of the International Conference on Business Excellence, Sciendo, vol. 18(1), pages 2018-2031.

    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. Giovanni Satta, 2017. "Initial public offerings in the port industry: exploring the determinants of underpricing," Maritime Policy & Management, Taylor & Francis Journals, vol. 44(8), pages 1012-1033, November.
    2. Satta, Giovanni & Notteboom, Theo & Parola, Francesco & Persico, Luca, 2017. "Determinants of the long-term performance of initial public offerings (IPOs) in the port industry," Transportation Research Part A: Policy and Practice, Elsevier, vol. 103(C), pages 135-153.
    3. Parola, Francesco & Pallis, Athanasios A. & Risitano, Marcello & Ferretti, Marco, 2018. "Marketing strategies of Port Authorities: A multi-dimensional theorisation," Transportation Research Part A: Policy and Practice, Elsevier, vol. 111(C), pages 199-212.
    4. Parola, Francesco & Notteboom, Theo & Satta, Giovanni & Rodrigue, Jean-Paul, 2013. "Analysis of factors underlying foreign entry strategies of terminal operators in container ports," Journal of Transport Geography, Elsevier, vol. 33(C), pages 72-84.
    5. Jin, Jiahuan & Ma, Mingyu & Jin, Huan & Cui, Tianxiang & Bai, Ruibin, 2023. "Container terminal daily gate in and gate out forecasting using machine learning methods," Transport Policy, Elsevier, vol. 132(C), pages 163-174.
    6. Yang, Dong & Notteboom, Theo & Zhou, Xin, 2021. "Spatial, temporal and institutional characteristics of entry strategies in inland container terminals: A comparison between Yangtze River and Rhine River," Journal of Transport Geography, Elsevier, vol. 90(C).
    7. Feng, Hongxiang & Grifoll, Manel & Zheng, Pengjun, 2019. "From a feeder port to a hub port: The evolution pathways, dynamics and perspectives of Ningbo-Zhoushan port (China)," Transport Policy, Elsevier, vol. 76(C), pages 21-35.
    8. Anqiang Huang & Xinjun Liu & Changrui Rao & Yi Zhang & Yifan He, 2022. "A New Container Throughput Forecasting Paradigm under COVID-19," Sustainability, MDPI, vol. 14(5), pages 1-20, March.
    9. Marco Ferretti & Ugo Fiore & Francesca Perla & Marcello Risitano & Salvatore Scognamiglio, 2022. "Deep Learning Forecasting for Supporting Terminal Operators in Port Business Development," Future Internet, MDPI, vol. 14(8), pages 1-19, July.
    10. Theo E. Notteboom & Hercules E. Haralambides, 2020. "Port management and governance in a post-COVID-19 era: quo vadis?," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 22(3), pages 329-352, September.
    11. Xiao, Zengqi & Lam, Jasmine Siu Lee, 2022. "Effects of project-specific government involvement actions on the attractiveness of port public-private partnerships among private investors," Transport Policy, Elsevier, vol. 125(C), pages 59-69.
    12. Xiao, Zengqi & Lam, Jasmine Siu Lee, 2019. "Willingness to take contractual risk in port public-private partnerships under economic volatility: The role of institutional environment in emerging economies," Transport Policy, Elsevier, vol. 81(C), pages 106-116.
    13. Jeffrey Kouton & Wilfried Sanogo & Nandi Djomgoue, 2023. "Risk allocation in energy infrastructure PPPs projects in selected African countries: does institutional quality, PPPs experience and income level make a difference?," Economic Change and Restructuring, Springer, vol. 56(1), pages 537-580, February.
    14. Xiao, Zengqi & Lam, Jasmine Siu Lee, 2020. "The impact of institutional conditions on willingness to take contractual risk in port public-private partnerships of developing countries," Transportation Research Part A: Policy and Practice, Elsevier, vol. 133(C), pages 12-26.
    15. Behzad Behdani & Bart Wiegmans & Violeta Roso & Hercules Haralambides, 2020. "Port-hinterland transport and logistics: emerging trends and frontier research," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 22(1), pages 1-25, March.
    16. Theo Notteboom & Jean-Paul Rodrigue, 2023. "Maritime container terminal infrastructure, network corporatization, and global terminal operators: Implications for international business policy," Journal of International Business Policy, Palgrave Macmillan, vol. 6(1), pages 67-83, March.
    17. Ferrari, Claudio & Persico, Luca & Tei, Alessio, 2022. "Covid-19 and seaborne trade: The Italian perspective," Research in Transportation Economics, Elsevier, vol. 93(C).
    18. Theo Notteboom & Jasmine Siu Lee Lam, 2018. "The Greening of Terminal Concessions in Seaports," Sustainability, MDPI, vol. 10(9), pages 1-17, September.
    19. Yang, Dong & Li, Lu & Notteboom, Theo, 2022. "Chinese investment in overseas container terminals: The role of investor attributes in achieving a higher port competitiveness," Transport Policy, Elsevier, vol. 118(C), pages 112-122.
    20. Yi Xiao & Shouyang Wang & Ming Xiao & Jin Xiao & Yi Hu, 2017. "The Analysis for the Cargo Volume with Hybrid Discrete Wavelet Modeling," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 16(03), pages 851-863, May.

    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:pal:marecl:v:23:y:2021:i:3:d:10.1057_s41278-020-00170-7. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.palgrave-journals.com/ .

    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.