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Eye of the Storm: The Impact of Climate Shocks on Inflation and Growth

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  • Serhan Cevik, João Tovar Jalles

Abstract

What is the impact of climate change on inflation and growth dynamics? This is not a simple question to answer as climate shocks tend to be ubiquitous, but with opposing effects simultaneously on demand and supply. The extent of which climate-related shocks affect inflation and economic growth also depends on long-run scarring in the economy and the country’s fiscal and institutional capacity to support recovery. In this paper, we use the local projection method to empirically investigate how climate shocks, as measured by climate-induced natural disasters, influence inflation and economic growth in a large panel of countries over the period 1970–2020. The results shows that both inflation and real GDP growth respond significantly but also differently in terms of direction and magnitude to different types of disasters caused by climate change. We split the full sample of countries into income groups—advanced economies and developing countries—and find a striking contrast in the impact of climate shocks on inflation and growth according to income level, state of the economy, and fiscal space when the shock hits.

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  • Serhan Cevik, João Tovar Jalles, 2023. "Eye of the Storm: The Impact of Climate Shocks on Inflation and Growth," Working Papers REM 2023/0276, ISEG - Lisbon School of Economics and Management, REM, Universidade de Lisboa.
  • Handle: RePEc:ise:remwps:wp02762023
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    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Kenneth Rogoff, 1985. "The Optimal Degree of Commitment to an Intermediate Monetary Target," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 100(4), pages 1169-1189.
    3. Chinn, Menzie D. & Ito, Hiro, 2006. "What matters for financial development? Capital controls, institutions, and interactions," Journal of Development Economics, Elsevier, vol. 81(1), pages 163-192, October.
    4. Joshua Aizenman & Menzie D. Chinn & Hiro Ito, 2008. "Assessing the Emerging Global Financial Architecture: Measuring the Trilemma's Configurations over Time," NBER Working Papers 14533, National Bureau of Economic Research, Inc.
    5. Andréas Heinen & Jeetendra Khadan & Eric Strobl, 2019. "The Price Impact of Extreme Weather in Developing Countries," The Economic Journal, Royal Economic Society, vol. 129(619), pages 1327-1342.
    6. 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.
    7. Nordhaus, William D, 1991. "To Slow or Not to Slow: The Economics of the Greenhouse Effect," Economic Journal, Royal Economic Society, vol. 101(407), pages 920-937, July.
    8. Jasmien De Winne & Gert Peersman, 2021. "The adverse consequences of global harvest and weather disruptions on economic activity," Nature Climate Change, Nature, vol. 11(8), pages 665-672, August.
    9. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    10. Ha, Jongrim & Kose, M. Ayhan & Ohnsorge, Franziska, 2023. "One-stop source: A global database of inflation," Journal of International Money and Finance, Elsevier, vol. 137(C).
    11. Husain, Aasim M. & Mody, Ashoka & Rogoff, Kenneth S., 2005. "Exchange rate regime durability and performance in developing versus advanced economies," Journal of Monetary Economics, Elsevier, vol. 52(1), pages 35-64, January.
    12. Ricardo Hausmann & Michael Gavin & Carmen Pagés-Serra & Ernesto H. Stein, 1999. "Financial Turmoil and Choice of Exchange Rate Regime," Research Department Publications 4170, Inter-American Development Bank, Research Department.
    13. Noy, Ilan, 2009. "The macroeconomic consequences of disasters," Journal of Development Economics, Elsevier, vol. 88(2), pages 221-231, March.
    14. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    15. William Easterly & Ross Levine, 1997. "Africa's Growth Tragedy: Policies and Ethnic Divisions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1203-1250.
    16. Christina D. Romer & David H. Romer, 2010. "The Macroeconomic Effects of Tax Changes: Estimates Based on a New Measure of Fiscal Shocks," American Economic Review, American Economic Association, vol. 100(3), pages 763-801, June.
    17. Aisen, Ari & Veiga, Francisco Jose, 2006. "Does Political Instability Lead to Higher Inflation? A Panel Data Analysis," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(5), pages 1379-1389, August.
    18. Marshall Burke & Vincent Tanutama, 2019. "Climatic Constraints on Aggregate Economic Output," NBER Working Papers 25779, National Bureau of Economic Research, Inc.
    19. Catao, Luis A.V. & Terrones, Marco E., 2005. "Fiscal deficits and inflation," Journal of Monetary Economics, Elsevier, vol. 52(3), pages 529-554, April.
    20. Serhan Cevik & Tianle Zhu, 2020. "Trinity Strikes Back: Monetary Independence And Inflation In The Caribbean," Journal of International Development, John Wiley & Sons, Ltd., vol. 32(3), pages 375-388, April.
    21. Cukierman, Alex & Lippi, Francesco, 1999. "Central bank independence, centralization of wage bargaining, inflation and unemployment:: Theory and some evidence," European Economic Review, Elsevier, vol. 43(7), pages 1395-1434, June.
    22. Posen, Adam, 1998. "Central Bank Independence and Disinflationary Credibility: A Missing Link?," Oxford Economic Papers, Oxford University Press, vol. 50(3), pages 335-359, July.
    23. Aizenman, Joshua & Chinn, Menzie D. & Ito, Hiro, 2010. "The emerging global financial architecture: Tracing and evaluating new patterns of the trilemma configuration," Journal of International Money and Finance, Elsevier, vol. 29(4), pages 615-641, June.
    24. Alex Cukierman, 1992. "Central Bank Strategy, Credibility, and Independence: Theory and Evidence," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262031981, December.
    25. Stephen Knack & Philip Keefer, 1995. "Institutions And Economic Performance: Cross‐Country Tests Using Alternative Institutional Measures," Economics and Politics, Wiley Blackwell, vol. 7(3), pages 207-227, November.
    26. Richard S J Tol, 2018. "The Economic Impacts of Climate Change," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 12(1), pages 4-25.
    27. Marta Campillo & Jeffrey A. Miron, 1997. "Why Does Inflation Differ across Countries?," NBER Chapters, in: Reducing Inflation: Motivation and Strategy, pages 335-362, National Bureau of Economic Research, Inc.
    28. Raddatz, Claudio, 2009. "The wrath of God : macroeconomic costs of natural disasters," Policy Research Working Paper Series 5039, The World Bank.
    29. Frankel, Jeffrey & Schmukler, Sergio L. & Serven, Luis, 2004. "Global transmission of interest rates: monetary independence and currency regime," Journal of International Money and Finance, Elsevier, vol. 23(5), pages 701-733, September.
    30. Galí, Jordi & Gertler, Mark, 1999. "Inflation Dynamics: A Structural Economic Analysis," CEPR Discussion Papers 2246, C.E.P.R. Discussion Papers.
    31. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    32. Morris, Saul S. & Neidecker-Gonzales, Oscar & Carletto, Calogero & Munguia, Marcial & Medina, Juan Manuel & Wodon, Quentin, 2002. "Hurricane Mitch and the Livelihoods of the Rural Poor in Honduras," World Development, Elsevier, vol. 30(1), pages 49-60, January.
    33. Jasmien De Winne & Gert Peersman, 2018. "Agricultural Price Shocks and Business Cycles - A Global Warning for Advanced Economies," CESifo Working Paper Series 7037, CESifo.
    34. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    35. William R. Cline, 1992. "Economics of Global Warming, The," Peterson Institute Press: All Books, Peterson Institute for International Economics, number 39, October.
    36. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    37. David Romer, 1993. "Openness and Inflation: Theory and Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(4), pages 869-903.
    38. Easterly, William & Rebelo, Sergio, 1993. "Fiscal policy and economic growth: An empirical investigation," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 417-458, December.
    39. Loungani, Prakash & Sheets, Nathan, 1997. "Central Bank Independence, Inflation, and Growth in Transition Economies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(3), pages 381-399, August.
    40. Knack, Stephen & Keefer, Philip, 1995. "Institutions and Economic Performance: Cross-Country Tests Using Alternative Institutional Indicators," MPRA Paper 23118, University Library of Munich, Germany.
    41. Alesina, Alberto & Summers, Lawrence H, 1993. "Central Bank Independence and Macroeconomic Performance: Some Comparative Evidence," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 25(2), pages 151-162, May.
    42. Claudio E. V. Borio & Andrew Filardo, 2007. "Globalisation and inflation: New cross-country evidence on the global determinants of domestic inflation," BIS Working Papers 227, Bank for International Settlements.
    43. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    44. Robert J. Barro & Xavier Sala-I-Martin, 1992. "Public Finance in Models of Economic Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(4), pages 645-661.
    45. Marshall Burke & Solomon M. Hsiang & Edward Miguel, 2015. "Climate and Conflict," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 577-617, August.
    46. Morten O. Ravn & Harald Uhlig, 2002. "On adjusting the Hodrick-Prescott filter for the frequency of observations," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 371-375.
    47. W J Wouter Botzen & Olivier Deschenes & Mark Sanders, 2019. "The Economic Impacts of Natural Disasters: A Review of Models and Empirical Studies," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 13(2), pages 167-188.
    48. Bachmann, Rüdiger & Sims, Eric R., 2012. "Confidence and the transmission of government spending shocks," Journal of Monetary Economics, Elsevier, vol. 59(3), pages 235-249.
    49. Bernstein, Asaf & Gustafson, Matthew T. & Lewis, Ryan, 2019. "Disaster on the horizon: The price effect of sea level rise," Journal of Financial Economics, Elsevier, vol. 134(2), pages 253-272.
    50. Acevedo, Sebastian & Mrkaic, Mico & Novta, Natalija & Pugacheva, Evgenia & Topalova, Petia, 2020. "The Effects of Weather Shocks on Economic Activity: What are the Channels of Impact?," Journal of Macroeconomics, Elsevier, vol. 65(C).
    51. Ravi Bansal & Dana Kiku & Marcelo Ochoa, 2016. "Price of Long-Run Temperature Shifts in Capital Markets," NBER Working Papers 22529, National Bureau of Economic Research, Inc.
    52. Painter, Marcus, 2020. "An inconvenient cost: The effects of climate change on municipal bonds," Journal of Financial Economics, Elsevier, vol. 135(2), pages 468-482.
    53. Rentschler, Jun E., 2013. "Why resilience matters - the poverty impacts of disasters," Policy Research Working Paper Series 6699, The World Bank.
    54. Giordano, Raffaela & Momigliano, Sandro & Neri, Stefano & Perotti, Roberto, 2007. "The effects of fiscal policy in Italy: Evidence from a VAR model," European Journal of Political Economy, Elsevier, vol. 23(3), pages 707-733, September.
    55. Martin Gassebner & Alexander Keck & Robert Teh, 2010. "Shaken, Not Stirred: The Impact of Disasters on International Trade," Review of International Economics, Wiley Blackwell, vol. 18(2), pages 351-368, May.
    56. Gali, Jordi & Gertler, Mark, 1999. "Inflation dynamics: A structural econometric analysis," Journal of Monetary Economics, Elsevier, vol. 44(2), pages 195-222, October.
    57. Badinger, Harald, 2009. "Globalization, the output-inflation tradeoff and inflation," European Economic Review, Elsevier, vol. 53(8), pages 888-907, November.
    58. Clark, Todd E. & McCracken, Michael W., 2006. "The Predictive Content of the Output Gap for Inflation: Resolving In-Sample and Out-of-Sample Evidence," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(5), pages 1127-1148, August.
    59. Cukierman, Alex & Webb, Steven B & Neyapti, Bilin, 1992. "Measuring the Independence of Central Banks and Its Effect on Policy Outcomes," The World Bank Economic Review, World Bank, vol. 6(3), pages 353-398, September.
    60. Mark Skidmore & Hideki Toya, 2002. "Do Natural Disasters Promote Long-Run Growth?," Economic Inquiry, Western Economic Association International, vol. 40(4), pages 664-687, October.
    61. King, Robert G. & Levine, Ross, 1993. "Finance, entrepreneurship and growth: Theory and evidence," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 513-542, December.
    62. James D. Hamilton, 2018. "Why You Should Never Use the Hodrick-Prescott Filter," The Review of Economics and Statistics, MIT Press, vol. 100(5), pages 831-843, December.
    63. Abiad (ADB), Abdul & Furceri (IMF and University of Palermo), Davide & Topalova (IMF), Petia, 2016. "The macroeconomic effects of public investment: Evidence from advanced economies," Journal of Macroeconomics, Elsevier, vol. 50(C), pages 224-240.
    64. Alain N. Kabundi & Mr. Montfort Mlachila & Jiaxiong Yao, 2022. "How Persistent are Climate-Related Price Shocks? Implications for Monetary Policy," IMF Working Papers 2022/207, International Monetary Fund.
    65. Nordhaus, William D., 1993. "Rolling the 'DICE': an optimal transition path for controlling greenhouse gases," Resource and Energy Economics, Elsevier, vol. 15(1), pages 27-50, March.
    66. Serhan Cevik & João Tovar Jalles, 2023. "Feeling the Heat: Climate Shocks and Credit Ratings," Review of Development Finance Journal, Chartered Institute of Development Finance, vol. 13(2), pages 21-34.
    67. Robert J. Barro, 2003. "Determinants of Economic Growth in a Panel of Countries," Annals of Economics and Finance, Society for AEF, vol. 4(2), pages 231-274, November.
    68. Cevik, Serhan & Jalles, João Tovar, 2023. "For whom the bell tolls: Climate change and income inequality," Energy Policy, Elsevier, vol. 174(C).
    69. Serhan Cevik, João Tovar Jalles, 2023. "For Whom the Bell Tolls: Climate Change and Income Inequality," Working Papers REM 2023/0277, ISEG - Lisbon School of Economics and Management, REM, Universidade de Lisboa.
    70. Miles Parker, 2018. "The Impact of Disasters on Inflation," Economics of Disasters and Climate Change, Springer, vol. 2(1), pages 21-48, April.
    71. Valerie A. Ramey & Sarah Zubairy, 2018. "Government Spending Multipliers in Good Times and in Bad: Evidence from US Historical Data," Journal of Political Economy, University of Chicago Press, vol. 126(2), pages 850-901.
    72. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    73. Mr. Tobias N. Rasmussen, 2004. "Macroeconomic Implications of Natural Disasters in the Caribbean," IMF Working Papers 2004/224, International Monetary Fund.
    74. Jay C. Shambaugh, 2004. "The Effect of Fixed Exchange Rates on Monetary Policy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 301-352.
    75. Easterly, William R. & Wetzel, Deborah L., 1989. "Policy determinants of growth : survey of theory and evidence," Policy Research Working Paper Series 343, The World Bank.
    76. Kydland, Finn E & Prescott, Edward C, 1977. "Rules Rather Than Discretion: The Inconsistency of Optimal Plans," Journal of Political Economy, University of Chicago Press, vol. 85(3), pages 473-491, June.
    77. Nazrul Islam, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 1127-1170.
    78. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    2. Cunpu Li & Xuetong Zhang & Jing He, 2023. "Impact of Climate Change on Inflation in 26 Selected Countries," Sustainability, MDPI, vol. 15(17), pages 1-22, August.
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    More about this item

    Keywords

    Climate change; natural disasters; inflation; growth; local projections; panel data.;
    All these keywords.

    JEL classification:

    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E62 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Fiscal Policy; Modern Monetary Theory
    • N10 - Economic History - - Macroeconomics and Monetary Economics; Industrial Structure; Growth; Fluctuations - - - General, International, or Comparative

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