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Input Sourcing Under Supply Chain Risk: Evidence from U.S. Manufacturing Firms

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Abstract

We study the effect of climate risk on how firms organize their supply chains. We use transaction-level data on U.S. manufacturing imports to construct a novel measure of input sourcing risk based on the historical volatility of ocean shipping times. Our measure isolates the unexpected component of shipping times that is induced by weather conditions along more than 40,000 maritime routes. We first document that unexpected shipping delays induced by weather shocks have significant negative effects on importers’ revenues, profits, and employment. We then show that more exposed firms actively diversify the risk of weather delays by using more routes and sourcing from more foreign suppliers, although their total imports decline. To rationalize these findings, we introduce shipping time risk into a general equilibrium model of importing with firm heterogeneity. Our quantitative analysis predicts substantial costs for the U.S. economy associated with different sources of supply chain risk.

Suggested Citation

  • Joaquín Blaum & Federico Esposito & Sebastian Heise, 2025. "Input Sourcing Under Supply Chain Risk: Evidence from U.S. Manufacturing Firms," Staff Reports 1141, Federal Reserve Bank of New York.
  • Handle: RePEc:fip:fednsr:99545
    DOI: 10.59576/sr.1141
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    as
    1. David L. Hummels & Georg Schaur, 2013. "Time as a Trade Barrier," American Economic Review, American Economic Association, vol. 103(7), pages 2935-2959, December.
    2. 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.
    3. Esposito, Federico, 2022. "Demand risk and diversification through international trade," Journal of International Economics, Elsevier, vol. 135(C).
    4. De Sousa, José & Disdier, Anne-Célia & Gaigné, Carl, 2020. "Export decision under risk," European Economic Review, Elsevier, vol. 121(C).
    5. José L. Fillat & Stefania Garetto, 2015. "Risk, Returns, and Multinational Production," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(4), pages 2027-2073.
    6. László Halpern & Miklós Koren & Adam Szeidl, 2015. "Imported Inputs and Productivity," American Economic Review, American Economic Association, vol. 105(12), pages 3660-3703, December.
    7. Emmanuel Dhyne & Ayumu Ken Kikkawa & Magne Mogstad & Felix Tintelnot, 2021. "Trade and Domestic Production Networks," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(2), pages 643-668.
    8. Hummels, David L. & Schaur, Georg, 2010. "Hedging price volatility using fast transport," Journal of International Economics, Elsevier, vol. 82(1), pages 15-25, September.
    9. Juanma Castro-Vincenzi & Guarav dup Khanna & Nicolas Morales & Nitya Pandalai-Nayar, 2024. "Weathering the Storm: Supply Chains and Climate Risk," Working Paper 24-03, Federal Reserve Bank of Richmond.
    10. Giulia Brancaccio & Myrto Kalouptsidi & Theodore Papageorgiou, 2024. "Investment in Infrastructure and Trade: The Case of Ports," Boston College Working Papers in Economics 1072, Boston College Department of Economics.
    11. Raphael Lafrogne-Joussier & Julien Martin & Isabelle Mejean, 2023. "Supply Shocks in Supply Chains: Evidence from the Early Lockdown in China," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 71(1), pages 170-215, March.
    12. Kirill Borusyak & Peter Hull & Xavier Jaravel, 2025. "A Practical Guide to Shift-Share Instruments," Journal of Economic Perspectives, American Economic Association, vol. 39(1), pages 181-204, Winter.
    13. Christian Broda & David E. Weinstein, 2006. "Globalization and the Gains From Variety," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 541-585.
    14. Joaquin Blaum & Claire Lelarge & Michael Peters, 2018. "The Gains from Input Trade with Heterogeneous Importers," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(4), pages 77-127, October.
    15. Christoph E. Boehm & Aaron Flaaen & Nitya Pandalai-Nayar, 2019. "Input Linkages and the Transmission of Shocks: Firm-Level Evidence from the 2011 Tōhoku Earthquake," The Review of Economics and Statistics, MIT Press, vol. 101(1), pages 60-75, March.
    16. Joaquin Blaum, 2024. "Global Firms in Large Devaluations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(4), pages 2427-2474.
    17. Sharat Ganapati & Woan Foong Wong & Oren Ziv, 2024. "Entrepôt: Hubs, Scale, and Trade Costs," American Economic Journal: Macroeconomics, American Economic Association, vol. 16(4), pages 239-278, October.
    18. Gita Gopinath & Brent Neiman, 2014. "Trade Adjustment and Productivity in Large Crises," American Economic Review, American Economic Association, vol. 104(3), pages 793-831, March.
    19. Pol Antràs & Teresa C. Fort & Felix Tintelnot, 2017. "The Margins of Global Sourcing: Theory and Evidence from US Firms," American Economic Review, American Economic Association, vol. 107(9), pages 2514-2564, September.
    20. Andrew B. Bernard & Andreas Moxnes & Yukiko U. Saito, 2019. "Production Networks, Geography, and Firm Performance," Journal of Political Economy, University of Chicago Press, vol. 127(2), pages 639-688.
    21. Natalia Ramondo & Veronica Rappoport & Kim J. Ruhl, 2013. "The Proximity-Concentration Tradeoff under Uncertainty," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(4), pages 1582-1621.
    22. Jian Shi & Xiangbo Feng & Ralf Toumi & Chi Zhang & Kevin I. Hodges & Aifeng Tao & Wei Zhang & Jinhai Zheng, 2024. "Publisher Correction: Global increase in tropical cyclone ocean surface waves," Nature Communications, Nature, vol. 15(1), pages 1-1, December.
    23. Jian Shi & Xiangbo Feng & Ralf Toumi & Chi Zhang & Kevin I. Hodges & Aifeng Tao & Wei Zhang & Jinhai Zheng, 2024. "Global increase in tropical cyclone ocean surface waves," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    24. Gene M. Grossman & Elhanan Helpman & Hugo Lhuillier, 2023. "Supply Chain Resilience: Should Policy Promote International Diversification or Reshoring?," Journal of Political Economy, University of Chicago Press, vol. 131(12), pages 3462-3496.
    25. Baley, Isaac & Veldkamp, Laura & Waugh, Michael, 2020. "Can global uncertainty promote international trade?," Journal of International Economics, Elsevier, vol. 126(C).
    26. Fariha Kamal & Ryan Monarch, 2018. "Identifying foreign suppliers in U.S. import data," Review of International Economics, Wiley Blackwell, vol. 26(1), pages 117-139, February.
    27. Gervais, Antoine, 2018. "Uncertainty, risk aversion and international trade," Journal of International Economics, Elsevier, vol. 115(C), pages 145-158.
    28. Gaurav Khanna & Nicolas Morales & Nitya Pandalai-Nayar, 2022. "Supply Chain Resilience: Evidence from Indian Firms," NBER Working Papers 30689, National Bureau of Economic Research, Inc.
    29. 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).
    30. Carolyn L. Evans & James Harrigan, 2005. "Distance, Time, and Specialization: Lean Retailing in General Equilibrium," American Economic Review, American Economic Association, vol. 95(1), pages 292-313, March.
    31. Jean-Noël Barrot & Julien Sauvagnat, 2016. "Input Specificity and the Propagation of Idiosyncratic Shocks in Production Networks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(3), pages 1543-1592.
    32. Timothy J. Bartik, 1991. "Who Benefits from State and Local Economic Development Policies?," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number wbsle.
    33. Handley, Kyle & Limão, Nuno & Ludema, Rodney D. & Yu, Zhi, 2024. "Firm input choice under trade policy uncertainty," Journal of International Economics, Elsevier, vol. 150(C).
    34. Paul A. Samuelson, 1970. "The Fundamental Approximation Theorem of Portfolio Analysis in terms of Means, Variances and Higher Moments," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 37(4), pages 537-542.
    35. Giulia Brancaccio & Myrto Kalouptsidi & Theodore Papageorgiou, 2020. "Geography, Transportation, and Endogenous Trade Costs," Econometrica, Econometric Society, vol. 88(2), pages 657-691, March.
    36. Fariha Kamal & C.J. Krizan & Ryan Monarch, 2015. "Identifying Foreign Suppliers in U.S. Merchandise Import Transactions," Working Papers 15-11, Center for Economic Studies, U.S. Census Bureau.
    37. Nora M C Pankratz & Christoph M Schiller, 2024. "Climate Change and Adaptation in Global Supply-Chain Networks," The Review of Financial Studies, Society for Financial Studies, vol. 37(6), pages 1729-1777.
    38. Johnson, Robert C. & Noguera, Guillermo, 2012. "Accounting for intermediates: Production sharing and trade in value added," Journal of International Economics, Elsevier, vol. 86(2), pages 224-236.
    39. repec:fip:fedrwp:98029 is not listed on IDEAS
    40. Ana Cecília Fieler & Marcela Eslava & Daniel Yi Xu, 2018. "Trade, Quality Upgrading, and Input Linkages: Theory and Evidence from Colombia," American Economic Review, American Economic Association, vol. 108(1), pages 109-146, January.
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    More about this item

    Keywords

    supply chains; Climate shocks; shipping time risk; input sourcing;
    All these keywords.

    JEL classification:

    • F10 - International Economics - - Trade - - - General
    • F15 - International Economics - - Trade - - - Economic Integration
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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