IDEAS home Printed from https://ideas.repec.org/p/ces/ceswps/_8798.html
   My bibliography  Save this paper

Quantifying the Supply and Demand Effects of Natural Disasters Using Monthly Trade Data

Author

Listed:
  • Gabriel J. Felbermayr
  • Jasmin Katrin Gröschl
  • Benedikt Heid

Abstract

We develop a simple methodology to estimate monthly aggregate supply and demand conditions from bilateral international trade data for about 180 countries and 40 years. We apply our method to measure the short-run effects of natural disasters. In line with theoretical considerations, we find large, persistent negative effects of earthquakes and storms on supply and demand for credit-constrained countries. In other economies, supply is temporarily depressed while demand is temporarily up after a disaster. Using a consistent structural trade model, we back out monthly aggregate productivity measures. We quantify how the adverse productivity effects of the 1992 earthquake in Nicaragua and the 2011 Tohoku earthquake in Japan impacted those countries and their trade partners conditional on different assumptions about trade costs.

Suggested Citation

  • Gabriel J. Felbermayr & Jasmin Katrin Gröschl & Benedikt Heid, 2020. "Quantifying the Supply and Demand Effects of Natural Disasters Using Monthly Trade Data," CESifo Working Paper Series 8798, CESifo.
  • Handle: RePEc:ces:ceswps:_8798
    as

    Download full text from publisher

    File URL: https://www.cesifo.org/DocDL/cesifo1_wp8798.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Alberto Behar & Benjamin D. Nelson, 2014. "Trade Flows, Multilateral Resistance, and Firm Heterogeneity," The Review of Economics and Statistics, MIT Press, vol. 96(3), pages 538-549, July.
    2. James E. Anderson & Mario Larch & Yoto V. Yotov, 2015. "Growth and Trade with Frictions: A Structural Estimation Framework," CESifo Working Paper Series 5446, CESifo.
    3. Anderson, James E. & Yotov, Yoto V., 2016. "Terms of trade and global efficiency effects of free trade agreements, 1990–2002," Journal of International Economics, Elsevier, vol. 99(C), pages 279-298.
    4. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    5. Marianne Baxter & Robert G. King, 1999. "Measuring Business Cycles: Approximate Band-Pass Filters For Economic Time Series," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 575-593, November.
    6. 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.
    7. Lawrence J. Christiano & Terry J. Fitzgerald, 2003. "The Band Pass Filter," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(2), pages 435-465, May.
    8. James E. Anderson & Eric van Wincoop, 2003. "Gravity with Gravitas: A Solution to the Border Puzzle," American Economic Review, American Economic Association, vol. 93(1), pages 170-192, March.
    9. Marshall Burke & Solomon M. Hsiang & Edward Miguel, 2015. "Global non-linear effect of temperature on economic production," Nature, Nature, vol. 527(7577), pages 235-239, November.
    10. Alberto Cavallo & Eduardo Cavallo & Roberto Rigobon, 2014. "Prices and Supply Disruptions during Natural Disasters," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(S2), pages 449-471, November.
    11. Fally, Thibault, 2015. "Structural gravity and fixed effects," Journal of International Economics, Elsevier, vol. 97(1), pages 76-85.
    12. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2014. "What Do We Learn from the Weather? The New Climate-Economy Literature," Journal of Economic Literature, American Economic Association, vol. 52(3), pages 740-798, September.
    13. Jonathan Eaton & Samuel Kortum & Brent Neiman & John Romalis, 2016. "Trade and the Global Recession," American Economic Review, American Economic Association, vol. 106(11), pages 3401-3438, November.
    14. Arnaud Costinot & Dave Donaldson & Cory Smith, 2016. "Evolving Comparative Advantage and the Impact of Climate Change in Agricultural Markets: Evidence from 1.7 Million Fields around the World," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 205-248.
    15. 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.
    16. Gopinath, G. & Helpman, . & Rogoff, K. (ed.), 2014. "Handbook of International Economics," Handbook of International Economics, Elsevier, edition 1, volume 4, number 4.
    17. Oscar Becerra & Eduardo Cavallo & Ilan Noy, 2014. "Foreign Aid in the Aftermath of Large Natural Disasters," Review of Development Economics, Wiley Blackwell, vol. 18(3), pages 445-460, August.
    18. Baier, Scott L. & Bergstrand, Jeffrey H. & Feng, Michael, 2014. "Economic integration agreements and the margins of international trade," Journal of International Economics, Elsevier, vol. 93(2), pages 339-350.
    19. Yoto Yotov & Mario Larch & James Anderson, 2015. "Growth and Trade: A Structural Estimation Framework," 2015 Meeting Papers 851, Society for Economic Dynamics.
    20. James E. Anderson, 2011. "The Gravity Model," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 133-160, September.
    21. Robin Burgess & Dave Donaldson, 2010. "Can Openness Mitigate the Effects of Weather Shocks? Evidence from India's Famine Era," American Economic Review, American Economic Association, vol. 100(2), pages 449-453, May.
    22. Cavallo, Eduardo & Noy, Ilan, 2011. "Natural Disasters and the Economy — A Survey," International Review of Environmental and Resource Economics, now publishers, vol. 5(1), pages 63-102, May.
    23. Costinot, Arnaud & Rodríguez-Clare, Andrés, 2014. "Trade Theory with Numbers: Quantifying the Consequences of Globalization," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 197-261, Elsevier.
    24. 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.
    25. Eduardo Cavallo & Ilan Noy, 2009. "The Economics of Natural Disasters - A Survey," Working Papers 200919, University of Hawaii at Manoa, Department of Economics.
    26. Egger, Peter & Nigai, Sergey, 2015. "Structural Gravity with Dummies Only," CEPR Discussion Papers 10427, C.E.P.R. Discussion Papers.
    27. Arnaud Costinot & Dave Donaldson & Ivana Komunjer, 2012. "What Goods Do Countries Trade? A Quantitative Exploration of Ricardo's Ideas," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(2), pages 581-608.
    28. Suresh De Mel & David McKenzie & Christopher Woodruff, 2012. "Enterprise Recovery Following Natural Disasters," Economic Journal, Royal Economic Society, vol. 122(559), pages 64-91, March.
    29. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    30. Robert Dekle & Jonathan Eaton & Samuel Kortum, 2008. "Global Rebalancing with Gravity: Measuring the Burden of Adjustment," IMF Staff Papers, Palgrave Macmillan, vol. 55(3), pages 511-540, July.
    31. Alvarez, Fernando, 2017. "Capital accumulation and international trade," Journal of Monetary Economics, Elsevier, vol. 91(C), pages 1-18.
    32. Maximilian Auffhammer, 2018. "Quantifying Economic Damages from Climate Change," Journal of Economic Perspectives, American Economic Association, vol. 32(4), pages 33-52, Fall.
    33. Egger, Peter H. & Nigai, Sergey, 2015. "Structural gravity with dummies only: Constrained ANOVA-type estimation of gravity models," Journal of International Economics, Elsevier, vol. 97(1), pages 86-99.
    34. Berlemann, Michael & Wenzel, Daniela, 2018. "Hurricanes, economic growth and transmission channels," World Development, Elsevier, vol. 105(C), pages 231-247.
    35. repec:bla:revinw:v:60:y:2014:i::p:s449-s471 is not listed on IDEAS
    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. Osberghaus, Daniel & Schenker, Oliver, 2022. "International trade and the transmission of temperature shocks," ZEW Discussion Papers 22-035, ZEW - Leibniz Centre for European Economic Research.

    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. Scott L. Baier & Amanda Kerr & Yoto V. Yotov, 2018. "Gravity, distance, and international trade," Chapters, in: Bruce A. Blonigen & Wesley W. Wilson (ed.), Handbook of International Trade and Transportation, chapter 2, pages 15-78, Edward Elgar Publishing.
    2. Anderson, James E. & Yotov, Yoto V., 2020. "Short run gravity," Journal of International Economics, Elsevier, vol. 126(C).
    3. Mario Larch & Serge Shikher & Constantinos Syropoulos & Yoto V. Yotov, 2022. "Quantifying the impact of economic sanctions on international trade in the energy and mining sectors," Economic Inquiry, Western Economic Association International, vol. 60(3), pages 1038-1063, July.
    4. Pamela Smith & Xiangwen Kong, 2022. "Intellectual property rights and trade: The exceptional case of GMOs," The World Economy, Wiley Blackwell, vol. 45(3), pages 763-811, March.
    5. Mario Larch & Yoto V. Yotov, 2016. "General Equilibrium Trade Policy Analysis with Structural Gravity," CESifo Working Paper Series 6020, CESifo.
    6. Peter Egger & Sergey K. Nigai, 2016. "World-Trade Growth Accounting," CESifo Working Paper Series 5831, CESifo.
    7. Mario Larch & Yoto Yotov, 2017. "On the impact of TTIP in Southeastern and Eastern Europe: A quantitative analysis," Economic Thought journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 3, pages 54-73,74-92.
    8. Rebecca Freeman & Mario Larch & Angelos Theodorakopoulos & Yoto V. Yotov, 2021. "Unlocking New Methods to Estimate Country-Specific Trade Costs and Trade Elasticities," CESifo Working Paper Series 9432, CESifo.
    9. Felbermayr, Gabriel & Yotov, Yoto V., 2021. "From theory to policy with gravitas: A solution to the mystery of the excess trade balances," European Economic Review, Elsevier, vol. 139(C).
    10. James E. Anderson & Mario Larch & Yoto V. Yotov, 2015. "Estimating General Equilibrium Trade Policy Effects: GE PPML," CESifo Working Paper Series 5592, CESifo.
    11. Bekkers, Eddy, 2019. "The welfare effects of trade policy experiments in quantitative trade models: The role of solution methods and baseline calibration," WTO Staff Working Papers ERSD-2019-02, World Trade Organization (WTO), Economic Research and Statistics Division.
    12. Peter H. Egger & Mario Larch & Yoto V. Yotov, 2022. "Gravity Estimations with Interval Data: Revisiting the Impact of Free Trade Agreements," Economica, London School of Economics and Political Science, vol. 89(353), pages 44-61, January.
    13. James E. Anderson & Mario Larch & Yoto V. Yotov, 2018. "GEPPML: General equilibrium analysis with PPML," The World Economy, Wiley Blackwell, vol. 41(10), pages 2750-2782, October.
    14. Heid, Benedikt & Stähler, Frank, 2024. "Structural gravity and the gains from trade under imperfect competition: Quantifying the effects of the European Single Market," Economic Modelling, Elsevier, vol. 131(C).
    15. Anderson, James E. & Larch, Mario & Yotov, Yoto V., 2019. "Trade and investment in the global economy: A multi-country dynamic analysis," European Economic Review, Elsevier, vol. 120(C).
    16. Thomas Steinwachs, 2019. "Geography Matters: Spatial Dimensions of Trade, Migration and Growth," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 81.
    17. Benedikt Heid & Frank Stähler, 2024. "Disentangling Frictions Across the World: Markups Versus Trade Costs," CESifo Working Paper Series 11420, CESifo.
    18. 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.
    19. Agnosteva, Delina E. & Anderson, James E. & Yotov, Yoto V., 2019. "Intra-national trade costs: Assaying regional frictions," European Economic Review, Elsevier, vol. 112(C), pages 32-50.
    20. Peter H. Egger & Mario Larch & Yoto V. Yotov, 2020. "Gravity-Model Estimation with Time-Interval Data: Revisiting the Impact of Free Trade Agreements," CESifo Working Paper Series 8553, CESifo.

    More about this item

    Keywords

    economic effects of natural disasters; monthly trade data; dynamic quantitative trade model; earthquakes; storms; aggregate productivity;
    All these keywords.

    JEL classification:

    • C68 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computable General Equilibrium Models
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F18 - International Economics - - Trade - - - Trade and Environment
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

    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:_8798. 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.