IDEAS home Printed from https://ideas.repec.org/p/ptu/wpaper/w202517.html

Firms’ Transport Mode Choices in International Trade

Author

Listed:
  • João Amador
  • Carlos Melo Gouveia
  • Ana Catarina Pimenta

Abstract

This paper studies the determinants of exporters’ transport mode choices by combining a simple calibrated model of a profit-maximizing firm with a conditional logit econometric exercise based on very detailed international trade data for Portuguese firms. The paper considers three transport modes – sea, road, and air – and data for the period between 2012 and 2023. The database signals that road transport dominates on short distances, whereas sea and air are preferred for longer routes. Results from model calibration indicate that, for some product–transport mode combinations, longer transit times substantially reduce profits, thus increasing the likelihood of switching transport modes. Empirical results state that the probability of selecting a mode is lower when either transit time or transport costs increase. Product bulkiness, degree of perishability and technological content also affect transport mode selection. In addition, higher unit prices of exported goods shift firms away from sea transport and towards air transport. Simulation exercises using estimated coefficients indicate that a closure of the Suez Canal sizably reduces the probability of choosing a maritime route to Asia, while a one order increase in the price of CO2 emissions would not materially alter the choice of transport mode.

Suggested Citation

  • João Amador & Carlos Melo Gouveia & Ana Catarina Pimenta, 2025. "Firms’ Transport Mode Choices in International Trade," Working Papers w202517, Banco de Portugal, Economics and Research Department.
  • Handle: RePEc:ptu:wpaper:w202517
    as

    Download full text from publisher

    File URL: https://www.bportugal.pt/sites/default/files/documents/2025-12/WP202517.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Germà Bel & Xavier Fageda, 2008. "Getting there fast: globalization, intercontinental flights and location of headquarters," Journal of Economic Geography, Oxford University Press, vol. 8(4), pages 471-495, July.
    2. Avetisyan, Misak, 2018. "Impacts of global carbon pricing on international trade, modal choice and emissions from international transport," Energy Economics, Elsevier, vol. 76(C), pages 532-548.
    3. Alfonso Irarrazabal & Andreas Moxnes & Luca David Opromolla, 2015. "The Tip of the Iceberg: A Quantitative Framework for Estimating Trade Costs," The Review of Economics and Statistics, MIT Press, vol. 97(4), pages 777-792, October.
    4. David Hummels, 2007. "Transportation Costs and International Trade in the Second Era of Globalization," Journal of Economic Perspectives, American Economic Association, vol. 21(3), pages 131-154, Summer.
    5. Inmaculada Martinez-Zarzoso & Felicitas D. Nowak-Lehmann, 2007. "Is distance a good proxy for transport costs? The case of competing transport modes," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 16(3), pages 411-434.
    6. Amat Adarov & Robert Stehrer, 2021. "Implications of foreign direct investment, capital formation and its structure for global value chains," The World Economy, Wiley Blackwell, vol. 44(11), pages 3246-3299, November.
    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. Demet Yilmazkuday & Hakan Yilmazkuday, 2017. "The role of direct flights in trade costs," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 153(2), pages 249-270, May.
    2. Enrico Pastori & Miriam Tagliavia & Enrico Tosti & Simonetta Zappa, 2014. "The survey on international freight rates in Italy: methods and results," Questioni di Economia e Finanza (Occasional Papers) 223, Bank of Italy, Economic Research and International Relations Area.
    3. Cherkashin, Ivan & Demidova, Svetlana & Kee, Hiau Looi & Krishna, Kala, 2015. "Firm heterogeneity and costly trade: A new estimation strategy and policy experiments," Journal of International Economics, Elsevier, vol. 96(1), pages 18-36.
    4. Michael A. Clemens & Claudio Montenegro & Lant Pritchett, 2016. "Bounding the Price Equivalent of Migration Barriers," Growth Lab Working Papers 67, Harvard's Growth Lab.
    5. Jota Ishikawa & Nori Tarui, 2015. "Backfiring with backhaul problems: Trade and Industrial Policies with Endogenous Transport Costs," Working Papers 201514, University of Hawaii at Manoa, Department of Economics.
    6. Hayakawa, Kazunobu & Ishikawa, Jota & Tarui, Nori, 2020. "What goes around comes around: Export-enhancing effects of import-tariff reductions," Journal of International Economics, Elsevier, vol. 126(C).
    7. João Amador & Carlos Melo Gouveia & Ana Catarina Pimenta, 2024. "Transport modes in Portuguese international trade: Insights from firm-level data," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
    8. repec:ptu:bdpart:r202401 is not listed on IDEAS
    9. Coşar, A. Kerem & Demir, Banu, 2018. "Shipping inside the box: Containerization and trade," Journal of International Economics, Elsevier, vol. 114(C), pages 331-345.
    10. Peter H. Egger & Katharina Erhardt, 2024. "Heterogeneous effects of tariff and nontariff trade‐policy barriers in quantitative general equilibrium," Quantitative Economics, Econometric Society, vol. 15(2), pages 453-487, May.
    11. Jean‐Noël Barrot & Erik Loualiche & Matthew Plosser & Julien Sauvagnat, 2022. "Import Competition and Household Debt," Journal of Finance, American Finance Association, vol. 77(6), pages 3037-3091, December.
    12. Ishikawa, Jota & Tarui, Nori, 2018. "Backfiring with backhaul problems," Journal of International Economics, Elsevier, vol. 111(C), pages 81-98.
    13. Maarten Bosker & Eltjo Buringh, 2020. "Ice(berg) Transport Costs," The Economic Journal, Royal Economic Society, vol. 130(629), pages 1262-1287.
    14. Guillaume Daudin & Jérôme Héricourt & Lise Patureau, 2022. "International Transport costs: New Findings from modeling additive cost," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-03538476, HAL.
    15. Ahmad Lashkaripour, 2015. "Worth its Weight in Gold: Product Weight, International Shipping, and Patterns of Trade," CAEPR Working Papers 2015-014, Center for Applied Economics and Policy Research, Department of Economics, Indiana University Bloomington.
    16. repec:ptu:bdpart:e202401 is not listed on IDEAS
    17. Filipe Campante & David Yanagizawa-Drott, 2018. "Long-Range Growth: Economic Development in the Global Network of Air Links," The Quarterly Journal of Economics, Oxford University Press, vol. 133(3), pages 1395-1458.
    18. Zofío, Jose L. & Condeço-Melhorado, Ana M. & Maroto-Sánchez, Andrés & Gutiérrez, Javier, 2014. "Generalized transport costs and index numbers: A geographical analysis of economic and infrastructure fundamentals," Transportation Research Part A: Policy and Practice, Elsevier, vol. 67(C), pages 141-157.
    19. Thomas Orliac, 2012. "The economics of trade facilitation [L'économie de la facilitation des échanges]," Sciences Po Economics Publications (main) tel-03681980, HAL.
    20. Imad Kareem Alaamshani & Hanny Zurina Hamzah & Shivee Ranjanee Kaliappan & Normaz Wana Ismail, 2021. "Impact of Trade Facilitation on Extensive Margin," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 4, pages 131-147.
    21. Jacks, David S. & Meissner, Christopher M. & Novy, Dennis, 2011. "Trade booms, trade busts, and trade costs," Journal of International Economics, Elsevier, vol. 83(2), pages 185-201, March.
    22. julien sauvagnat & Erik Loualiche & Jean-Noel Barrot, 2015. "Import Competition and the Cost of Capital," 2015 Meeting Papers 898, Society for Economic Dynamics.

    More about this item

    JEL classification:

    • C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • R41 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Transportation: Demand, Supply, and Congestion; Travel Time; Safety and Accidents; Transportation Noise

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:ptu:wpaper:w202517. 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: DEE-NTD (email available below). General contact details of provider: https://edirc.repec.org/data/bdpgvpt.html .

    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.