IDEAS home Printed from https://ideas.repec.org/p/ces/ceswps/_12998.html

Shipping to America

Author

Listed:
  • Xiwen Bai
  • Jesús Fernández-Villaverde
  • Ricardo Marto
  • Yiliang Li
  • Francesco Zanetti

Abstract

We study the macroeconomic and trade-policy implications of disruptions to U.S.-bound shipping routes. Standard models treat them as iceberg-cost shocks, conflating the shock with the response to it. Using satellite vessel-tracking data, we construct route-level measures of potential and effective capacity for all U.S.-bound container ships from 2016 to 2025. Uti-lization losses in recent disruptions ran 20 to 40 percentage points, and began months before port congestion became visible. We embed these measures in a general equilibrium model in which firms reallocate a common fleet without internalizing the congestion they create and price above marginal cost, while importers’ sourcing responds to route profitability. The reallocation triggered by a disruption then has first-order welfare effects, and the route’s Do-mar weight is not a sufficient statistic for its welfare cost. The 2021 West Coast crisis and the 2023–2024 Red Sea attacks cost 0.69% and 0.35% of output. Naval protection of Red Sea shipping generated benefits of 0.04–0.08% of output at a fiscal cost of 0.02%. Tariffs decongest the routes they tax, offsetting or even reversing their conventional welfare cost.

Suggested Citation

  • Xiwen Bai & Jesús Fernández-Villaverde & Ricardo Marto & Yiliang Li & Francesco Zanetti, 2026. "Shipping to America," CESifo Working Paper Series 12998, CESifo.
  • Handle: RePEc:ces:ceswps:_12998
    as

    Download full text from publisher

    File URL: https://www.ifo.de/DocDL/cesifo1_wp12998.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    • Xiwen Bai & Jesús Fernández-Villaverde & Yiliang Li & Ricardo Marto & Francesco Zanetti, 2026. "Shipping to America," NBER Working Papers 35808, National Bureau of Economic Research, Inc.
    • Xiwen Bai & Jesús Fernández-Villaverde & Yiliang Li & Ricardo Marto & Francesco Zanetti, 2026. "Shipping to America," PIER Working Paper Archive 26-015, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    • Xiwen Bai & Jesús Fernández-Villaverde & Yiliang Li & Ricardo Marto & Francesco Zanetti, 2026. "Shipping to America," Working Papers 2026-021, Federal Reserve Bank of St. Louis.

    References listed on IDEAS

    as
    1. Woan Foong Wong, 2022. "The Round Trip Effect: Endogenous Transport Costs and International Trade," American Economic Journal: Applied Economics, American Economic Association, vol. 14(4), pages 127-166, October.
    2. Timothy Besley & Thiemo Fetzer & Hannes Mueller, 2015. "The Welfare Cost Of Lawlessness: Evidence From Somali Piracy," Journal of the European Economic Association, European Economic Association, vol. 13(2), pages 203-239, April.
    3. Marc J. Melitz & Stephen J. Redding, 2015. "New Trade Models, New Welfare Implications," American Economic Review, American Economic Association, vol. 105(3), pages 1105-1146, March.
    4. Alessandria, George & Khan, Shafaat Yar & Khederlarian, Armen & Mix, Carter & Ruhl, Kim J., 2023. "The aggregate effects of global and local supply chain disruptions: 2020–2022," Journal of International Economics, Elsevier, vol. 146(C).
    5. Charles R. Hulten, 1978. "Growth Accounting with Intermediate Inputs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 45(3), pages 511-518.
    6. Julian di Giovanni & Şebnem Kalemli-Özcan & Alvaro Silva & Muhammed A. Yıldırım, 2023. "Quantifying the Inflationary Impact of Fiscal Stimulus under Supply Constraints," AEA Papers and Proceedings, American Economic Association, vol. 113, pages 76-80, May.
    7. Theo Notteboom & Hercules Haralambides & Kevin Cullinane, 2024. "The Red Sea Crisis: ramifications for vessel operations, shipping networks, and maritime supply chains," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 26(1), pages 1-20, March.
    8. Robin Greenwood & Samuel G. Hanson, 2015. "Waves in Ship Prices and Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(1), pages 55-109.
    9. Daron Acemoglu & Vasco M. Carvalho & Asuman Ozdaglar & Alireza Tahbaz‐Salehi, 2012. "The Network Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 80(5), pages 1977-2016, September.
    10. Yap, Wei Yim & Yang, Dong, 2024. "Geopolitical tension and shipping network disruption: Analysis of the Red Sea crisis on container port calls," Journal of Transport Geography, Elsevier, vol. 121(C).
    11. Mary Amiti & Stephen J. Redding & David E. Weinstein, 2019. "The Impact of the 2018 Tariffs on Prices and Welfare," Journal of Economic Perspectives, American Economic Association, vol. 33(4), pages 187-210, Fall.
    12. Vasco M Carvalho & Makoto Nirei & Yukiko U Saito & Alireza Tahbaz-Salehi, 2021. "Supply Chain Disruptions: Evidence from the Great East Japan Earthquake," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(2), pages 1255-1321.
    13. James E. Anderson & Douglas Marcouiller, 2002. "Insecurity And The Pattern Of Trade: An Empirical Investigation," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 342-352, May.
    14. Lorenzo Caliendo & Maximiliano Dvorkin & Fernando Parro, 2019. "Trade and Labor Market Dynamics: General Equilibrium Analysis of the China Trade Shock," Econometrica, Econometric Society, vol. 87(3), pages 741-835, May.
    15. Nuno Limão & Anthony J. Venables, 2001. "Infrastructure, Geographical Disadvantage, Transport Costs, and Trade," The World Bank Economic Review, World Bank, vol. 15(3), pages 451-45-479.
    16. Costas Arkolakis & Arnaud Costinot & Andres Rodriguez-Clare, 2012. "New Trade Models, Same Old Gains?," American Economic Review, American Economic Association, vol. 102(1), pages 94-130, February.
    17. Lugovskyy, Volodymyr & Skiba, Alexandre & Terner, David, 2025. "Unintended consequences of environmental regulation of maritime shipping: Carbon leakage to air shipping," Journal of International Economics, Elsevier, vol. 155(C).
    18. Asturias, Jose, 2020. "Endogenous transportation costs," European Economic Review, Elsevier, vol. 123(C).
    19. David Rezza Baqaee & Emmanuel Farhi, 2020. "Productivity and Misallocation in General Equilibrium," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(1), pages 105-163.
    20. Bruno De Borger & Denis De Bruyne, 2011. "Port Activities, Hinterland Congestion, and Optimal Government Policies The Role of Vertical Integration in Logistic Operations," Journal of Transport Economics and Policy, University of Bath, vol. 45(2), pages 247-275, May.
    21. Carrière-Swallow, Yan & Deb, Pragyan & Furceri, Davide & Jiménez, Daniel & Ostry, Jonathan D., 2023. "Shipping costs and inflation," Journal of International Money and Finance, Elsevier, vol. 130(C).
    22. Treb Allen & Costas Arkolakis, 2022. "The Welfare Effects of Transportation Infrastructure Improvements," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(6), pages 2911-2957.
    23. Lorenzo Caliendo & Fernando Parro, 2015. "Estimates of the Trade and Welfare Effects of NAFTA," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(1), pages 1-44.
    24. Reuven Glick & Alan M. Taylor, 2010. "Collateral Damage: Trade Disruption and the Economic Impact of War," The Review of Economics and Statistics, MIT Press, vol. 92(1), pages 102-127, February.
    25. Maggie Isaacson & Hannah Rubinton, 2023. "Shipping Prices and Import Price Inflation," Review, Federal Reserve Bank of St. Louis, vol. 105(2), pages 89-107, April.
    26. Alberto Cavallo & Gita Gopinath & Brent Neiman & Jenny Tang, 2021. "Tariff Pass-Through at the Border and at the Store: Evidence from US Trade Policy," American Economic Review: Insights, American Economic Association, vol. 3(1), pages 19-34, March.
    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. Francesco Zanetti & XIWEN BAI & JESÚS FERNÁNDEZ-VILLAVERDE & YILIANG LI & RICARDO MARTO, 2026. "Shipping To America," CIGS Working Paper Series 26-016E, The Canon Institute for Global Studies.
    2. Elliott, M. & Jackson, M. O., 2024. "Supply Chain Disruptions, the Structure of Production Networks, and the Impact of Globalization," Cambridge Working Papers in Economics 2424, Faculty of Economics, University of Cambridge.
    3. Keita Abe & Renato Molina & Kenta Tanaka & Juan Carlos Villaseñor-Derbez, 2026. "No Calm Before the Storm: Typhoons, Shipping, and Trade," CESifo Working Paper Series 12746, CESifo.
    4. David Rezza Baqaee & Emmanuel Farhi, 2024. "Networks, Barriers, and Trade," Econometrica, Econometric Society, vol. 92(2), pages 505-541, March.
    5. Foellmi, Reto & Hepenstrick, Christian & Torun, David, 2024. "Triangle inequalities in international trade: The neglected dimension," Journal of International Economics, Elsevier, vol. 152(C).
    6. Head, Keith & Mayer, Thierry, 2014. "Gravity Equations: Workhorse,Toolkit, and Cookbook," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 131-195, Elsevier.
    7. Réka Juhász & Dávid Krisztián Nagy & Claudia Steinwender & Woan Foong Wong, 2026. "Ports, technology and inter-city trade: the economics and geopolitics of evolving maritime transport networks," CEP Discussion Papers dp2200, Centre for Economic Performance, LSE.
    8. Stephen J. Redding, 2020. "Trade and Geography," NBER Working Papers 27821, National Bureau of Economic Research, Inc.
    9. Huang, Hanwei & Manova, Kalina & Perello, Oscar & Pisch, Frank, 2024. "Firm heterogeneity and imperfect competition in global production networks," LSE Research Online Documents on Economics 126808, London School of Economics and Political Science, LSE Library.
    10. repec:ces:ceswps:_11302 is not listed on IDEAS
    11. Emmanuel Dhyne & Ayumu Ken Kikkawa & Glenn Magerman, 2022. "Imperfect Competition in Firm-to-Firm Trade," Journal of the European Economic Association, European Economic Association, vol. 20(5), pages 1933-1970.
    12. Borusyak, Kirill & Jaravel, Xavier, 2024. "Are trade wars class wars? The importance of trade-induced horizontal inequality," Journal of International Economics, Elsevier, vol. 150(C).
    13. Adam Jakubik & Victor Stolzenburg, 2020. "Footloose Global Value Chains: How Trade Costs Make a Difference," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 57(2), pages 245-261, September.
    14. Ignatenko, Anna, 2026. "Price discrimination and competition in international transportation," Journal of International Economics, Elsevier, vol. 161(C).
    15. Artuc, Erhan & Porto, Guido & Rijkers, Bob, 2019. "Trading off the income gains and the inequality costs of trade policy," Journal of International Economics, Elsevier, vol. 120(C), pages 1-45.
    16. Dominik Boddin & Frank Stähler, 2024. "Import tariffs and transport prices," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 57(2), pages 430-458, May.
    17. Pao-Li Chang & Yi-Fan Chen & Wen-Tai Hsu, 2022. "Labor Market Participation, Income Distribution, and Welfare Gains from Trade," Economics and Statistics Working Papers 6-2022, Singapore Management University, School of Economics.
    18. Yoto V. Yotov, 2024. "The evolution of structural gravity: The workhorse model of trade," Contemporary Economic Policy, Western Economic Association International, vol. 42(4), pages 578-603, October.
    19. Mandel, Antoine & Nguyen, Van-Quy & Dong-Xuan, Bach, 2026. "Strategic formation of production networks," Games and Economic Behavior, Elsevier, vol. 158(C), pages 630-656.
    20. Pol Antràs & Davin Chor, 2021. "Global Value Chains," NBER Working Papers 28549, National Bureau of Economic Research, Inc.
    21. repec:spo:wpecon:info:hdl:2441/dambferfb7dfprc9m01g1j1k2 is not listed on IDEAS
    22. Benny Kleinman & Ernest Liu & Stephen J. Redding, 2024. "International Friends and Enemies," American Economic Journal: Macroeconomics, American Economic Association, vol. 16(4), pages 350-385, October.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • F12 - International Economics - - Trade - - - Models of Trade with Imperfect Competition and Scale Economies; Fragmentation
    • L91 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Transportation: General
    • R40 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - General

    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:ces:ceswps:_12998. 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: Klaus Wohlrabe (email available below). General contact details of provider: https://edirc.repec.org/data/cesifde.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.