IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/32218.html
   My bibliography  Save this paper

Weathering the Storm: Supply Chains and Climate Risk

Author

Listed:
  • Juanma Castro-Vincenzi
  • Gaurav Khanna
  • Nicolas Morales
  • Nitya Pandalai-Nayar

Abstract

We characterize how firms structure supply chains under climate risk. Using new data on the universe of firm-to-firm transactions from an Indian state, we show that firms diversify sourcing locations, and that suppliers exposed to climate risk charge lower prices. We develop a general equilibrium spatial model of firm input sourcing under climate risk. Firms diversify identical inputs from suppliers across space, trading off the probability of climate disruptions against higher input costs. We quantify the model using data on 271 Indian regions. Wages are inversely correlated with sourcing risk, giving rise to a cost minimization-resilience tradeoff. Supply chain diversification unambiguously reduces real wage volatility, but ambiguously affects their levels, as diversification may come with high input costs. While diversification mitigates climate risk, it exacerbates the distributional consequences of climate change by reducing wages in regions prone to frequent shocks.

Suggested Citation

  • Juanma Castro-Vincenzi & Gaurav Khanna & Nicolas Morales & Nitya Pandalai-Nayar, 2024. "Weathering the Storm: Supply Chains and Climate Risk," NBER Working Papers 32218, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:32218
    Note: DEV EFG IFM ITI
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w32218.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. repec:cdl:ucscec:qt28q4z6j7 is not listed on IDEAS
    3. Arindrajit Dube & Daniele Girardi & Òscar Jordà & Alan M. Taylor, 2023. "A Local Projections Approach to Difference-in-Differences," NBER Working Papers 31184, National Bureau of Economic Research, Inc.
    4. Jia, Ruixue & , & Xie, Victoria, 2022. "Expecting Floods: Firm Entry, Employment, and Aggregate Implications," CEPR Discussion Papers 17462, C.E.P.R. Discussion Papers.
    5. 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.
    6. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    7. 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.
    8. 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.
    9. Christoph E. Boehm & Andrei A. Levchenko & Nitya Pandalai-Nayar, 2023. "The Long and Short (Run) of Trade Elasticities," American Economic Review, American Economic Association, vol. 113(4), pages 861-905, April.
    10. Goldberg,Pinelopi Koujianou & Reed,Tristan, 2023. "Is the Global Economy Deglobalizing ? And If So, Why? And What Is Next?," Policy Research Working Paper Series 10392, The World Bank.
    11. Pellet, Thomas & Tahbaz-Salehi, Alireza, 2023. "Rigid production networks," Journal of Monetary Economics, Elsevier, vol. 137(C), pages 86-102.
    12. Grace Weishi Gu & Galina Hale, 2022. "Climate Risks and FDI," NBER Chapters, in: NBER International Seminar on Macroeconomics 2022, National Bureau of Economic Research, Inc.
    13. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    14. Bilal, Adrien & Rossi-Hansberg, Esteban, 2023. "Anticipating Climate Change Across the United States," CEPR Discussion Papers 18192, C.E.P.R. Discussion Papers.
    15. Taylor, Alan M. & Dube, Arindrajit & Girardi, Daniele & Jordà , Òscar, 2023. "A Local Projections Approach to Difference-in-Differences Event Studies," CEPR Discussion Papers 18141, C.E.P.R. Discussion Papers.
    16. Nath, Ishan, 2022. "Climate Change, The Food Problem, and the Challenge of Adaptation through Sectoral Reallocation," Conference papers 333404, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    17. Kei-Mu Yi, 2003. "Can Vertical Specialization Explain the Growth of World Trade?," Journal of Political Economy, University of Chicago Press, vol. 111(1), pages 52-102, February.
    18. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    19. Hummels, David & Ishii, Jun & Yi, Kei-Mu, 2001. "The nature and growth of vertical specialization in world trade," Journal of International Economics, Elsevier, vol. 54(1), pages 75-96, June.
    20. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    21. 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.
    22. 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.
    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. Wiedemann, Verena Christina & Kirui, Benard K. & Khandelwal, Vatsal & Chacha, Peter W., 2024. "Spatial Inequality and Informality in Kenya’s Firm Network," Policy Research Working Paper Series 10932, The World Bank.
    2. Caggese, Andrea & Chiavari, Andrea & Goraya, Sampreet & Villegas‑Sanchez, Carolina, 2025. "Climate change, firms and aggregate productivity," Research Bulletin, European Central Bank, vol. 132.
    3. Adrien Bilal & James H. Stock, 2025. "A Guide to Macroeconomics and Climate Change," NBER Working Papers 33567, National Bureau of Economic Research, Inc.
    4. 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.
    5. Oscar Perello, 2025. "Trade Intermediation and Resilience in Global Sourcing," CEPREMAP Working Papers (Docweb) 2503, CEPREMAP.

    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. repec:fip:fedrwp:98029 is not listed on IDEAS
    2. Bonadio, Barthélémy & Huo, Zhen & Levchenko, Andrei A. & Pandalai-Nayar, Nitya, 2021. "Global supply chains in the pandemic," Journal of International Economics, Elsevier, vol. 133(C).
    3. Alonso de Gortari, 2018. "Disentangling Global Value Chains," 2018 Meeting Papers 139, Society for Economic Dynamics.
    4. Amiti, Mary & Duprez, Cédric & Konings, Jozef & Van Reenen, John, 2024. "FDI and superstar spillovers: Evidence from firm-to-firm transactions," Journal of International Economics, Elsevier, vol. 152(C).
    5. 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.
    6. Fally, Thibault & Hillberry, Russell, 2018. "A Coasian model of international production chains," Journal of International Economics, Elsevier, vol. 114(C), pages 299-315.
    7. Pol Antràs & Davin Chor, 2021. "Global Value Chains," NBER Working Papers 28549, National Bureau of Economic Research, Inc.
    8. 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.
    9. Carlos G'oes, 2024. "Trade, Growth, and Product Innovation," Papers 2406.08727, arXiv.org.
    10. 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.
    11. Mark Kattenberg & Bas Scheer & Jurre Thiel, 2023. "Causal forests with fixed effects for treatment effect heterogeneity in difference-in-differences," CPB Discussion Paper 452, CPB Netherlands Bureau for Economic Policy Analysis.
    12. Deng, Liuchun & Müller, Steffen & Plümpe, Verena & Stegmaier, Jens, 2024. "Robots, occupations, and worker age: A production-unit analysis of employment," European Economic Review, Elsevier, vol. 170(C).
    13. Kim, Dongin & Steinbach, Sandro & Zurita, Carlos, 2024. "Deep trade agreements and agri-food global value chain integration," Food Policy, Elsevier, vol. 127(C).
    14. Coulombe, Raphaelle G. & Rao, Akhil, 2025. "Fires and local labor markets," Journal of Environmental Economics and Management, Elsevier, vol. 130(C).
    15. Fabra, Natalia & Gutiérrez, Eduardo & Lacuesta, Aitor & Ramos, Roberto, 2024. "Do renewable energy investments create local jobs?," Journal of Public Economics, Elsevier, vol. 239(C).
    16. Rebecca Freeman & Richard Baldwin, 2022. "Risks and Global Supply Chains: What We Know and What We Need to Know," Annual Review of Economics, Annual Reviews, vol. 14(1), pages 153-180, August.
    17. Leek, Lauren Caroline & Bischl, Simeon, 2024. "How Central Bank Independence Shapes Monetary Policy Communication: A Large Language Model Application," SocArXiv yrhka, Center for Open Science.
    18. Hoyos, Mateo & Stellian, Rémi, 2025. "Dynamic trade elasticities and comparative advantages: Evidence from a PTA," SocArXiv 6fya2_v1, Center for Open Science.
    19. repec:osf:socarx:yrhka_v1 is not listed on IDEAS
    20. Jean-Baptiste Bonnier, 2024. "A Split-Treatment Design," Working Papers 2024-11, CRESE.
    21. Jingyi Tian & Jun Nagayasu, 2023. "Financial Systemic Risk behind Artificial Intelligence:Evidence from China," TUPD Discussion Papers 44, Graduate School of Economics and Management, Tohoku University.
    22. Michael Sposi & Kei-Mu Yi & Jing Zhang, 2021. "Trade Integration, Global Value Chains, and Capital Accumulation," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 69(3), pages 505-539, September.

    More about this item

    JEL classification:

    • E0 - Macroeconomics and Monetary Economics - - General
    • F0 - International Economics - - General
    • F10 - International Economics - - Trade - - - General
    • F18 - International Economics - - Trade - - - Trade and Environment
    • F40 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - General
    • F62 - International Economics - - Economic Impacts of Globalization - - - Macroeconomic Impacts

    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:nbr:nberwo:32218. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.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.