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The Macroeconomic Effects of Climate Shocks in Thailand

Author

Listed:
  • Chaitat Jirophat
  • Pym Manopimoke
  • Suparit Suwanik

Abstract

This paper studies the dynamic impact of climate shocks on economic activity and inflation in Thailand, a developing country susceptible to the effects of climate change. We utilize a Vector Autoregressive (VAR) analysis that accounts for the asymmetric and nonlinear impacts of climate change. Overall, climate shocks are significantly contractionary on output whereas their effect on inflation is rather muted. For output, the impact is more pronounced on the production rather than expenditure side of the economy, although highly persistent climate shocks can have significant effects on demand. Furthermore, we find that the macroeconomic impact of climate change varies significantly across sectors of production as well as components of inflation. Raw food prices, in particular vegetables, are sensitive to climate shocks, consistent with the agricultural sector being most vulnerable, with effects that are more pronounced in the short-run. This contrasts with industrial production and service sectors that experience more persistent effects. We also find that dry versus wet weather conditions deliver varying effects on output and inflation, and we also find that the impact of climate shocks are more severe if extreme weather events are large, as well as sustained for longer periods of time. Finally, utilizing a panel autoregressive distributed lag model (ARDL), we quantify significant differences in the impact of climate shocks on aggregate output across provinces, depending on the provincial level of income as well as its proportion of output tied to agricultural activities.

Suggested Citation

  • Chaitat Jirophat & Pym Manopimoke & Suparit Suwanik, 2022. "The Macroeconomic Effects of Climate Shocks in Thailand," PIER Discussion Papers 188, Puey Ungphakorn Institute for Economic Research.
  • Handle: RePEc:pui:dpaper:188
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    as
    1. Lemoine, Derek M. & Traeger, Christian P., 2010. "Tipping Points and Ambiguity in the Economics of Climate Change," CUDARE Working Papers 98127, University of California, Berkeley, Department of Agricultural and Resource Economics.
    2. Benjamin F. Jones & Benjamin A. Olken, 2010. "Climate Shocks and Exports," American Economic Review, American Economic Association, vol. 100(2), pages 454-459, May.
    3. 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.
    4. Gert Peersman, 2022. "International Food Commodity Prices and Missing (Dis)Inflation in the Euro Area," The Review of Economics and Statistics, MIT Press, vol. 104(1), pages 85-100, March.
    5. 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.
    6. Noy, Ilan, 2009. "The macroeconomic consequences of disasters," Journal of Development Economics, Elsevier, vol. 88(2), pages 221-231, March.
    7. Eric Strobl, 2011. "The Economic Growth Impact of Hurricanes: Evidence from U.S. Coastal Counties," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 575-589, May.
    8. Marshall Burke & Vincent Tanutama, 2019. "Climatic Constraints on Aggregate Economic Output," NBER Working Papers 25779, National Bureau of Economic Research, Inc.
    9. Riccardo Colacito & Bridget Hoffmann & Toan Phan, 2019. "Temperature and Growth: A Panel Analysis of the United States," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(2-3), pages 313-368, March.
    10. Kahn, Matthew E. & Mohaddes, Kamiar & Ng, Ryan N.C. & Pesaran, M. Hashem & Raissi, Mehdi & Yang, Jui-Chung, 2021. "Long-term macroeconomic effects of climate change: A cross-country analysis," Energy Economics, Elsevier, vol. 104(C).
    11. Siriklao Sangkhaphan & Yang Shu, 2019. "The Effect of Rainfall on Economic Growth in Thailand: A Blessing for Poor Provinces," Economies, MDPI, vol. 8(1), pages 1-17, December.
    12. Batten, Sandra, 2018. "Climate change and the macro-economy: a critical review," Bank of England working papers 706, Bank of England.
    13. Jushan Bai & Sung Hoon Choi & Yuan Liao, 2021. "Feasible generalized least squares for panel data with cross-sectional and serial correlations," Empirical Economics, Springer, vol. 60(1), pages 309-326, January.
    14. Odusola, Ayodele & Abidoye, Babatunde, 2015. "Effects of Temperature and Rainfall Shocks on Economic Growth in Africa," UNDP Africa Research Discussion Papers 267028, United Nations Development Programme (UNDP).
    15. 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.
    16. Loayza, Norman V. & Olaberría, Eduardo & Rigolini, Jamele & Christiaensen, Luc, 2012. "Natural Disasters and Growth: Going Beyond the Averages," World Development, Elsevier, vol. 40(7), pages 1317-1336.
    17. Joseph E. Aldy & William A. Pizer, 2015. "The Competitiveness Impacts of Climate Change Mitigation Policies," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 2(4), pages 565-595.
    18. Nordhaus, William, 2013. "Integrated Economic and Climate Modeling," Handbook of Computable General Equilibrium Modeling, in: Peter B. Dixon & Dale Jorgenson (ed.), Handbook of Computable General Equilibrium Modeling, edition 1, volume 1, chapter 0, pages 1069-1131, Elsevier.
    19. 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).
    20. Cécile Couharde & Rémi Generoso & Olivier Damette & Kamiar Mohaddes, 2019. "Reexamining the growth effects of ENSO: the role of local weather conditions," Working Papers hal-04141873, HAL.
    21. Dietz, Simon & Stern, Nicholas, 2015. "Endogenous growth, convexity of damage and climate risk: how Nordhaus’ framework supports deep cuts in carbon emissions," LSE Research Online Documents on Economics 58406, London School of Economics and Political Science, LSE Library.
    22. Richard S.J. Tol, 2020. "The Economic Impact of Weather and Climate," Video Library 2094, Department of Economics, University of Sussex Business School.
    23. 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.
    24. Cashin, Paul & Mohaddes, Kamiar & Raissi, Mehdi, 2017. "Fair weather or foul? The macroeconomic effects of El Niño," Journal of International Economics, Elsevier, vol. 106(C), pages 37-54.
    25. Eduardo Cavallo & Sebastian Galiani & Ilan Noy & Juan Pantano, 2013. "Catastrophic Natural Disasters and Economic Growth," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1549-1561, December.
    26. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2012. "Temperature Shocks and Economic Growth: Evidence from the Last Half Century," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(3), pages 66-95, July.
    27. Solomon M. Hsiang & Amir S. Jina, 2014. "The Causal Effect of Environmental Catastrophe on Long-Run Economic Growth: Evidence From 6,700 Cyclones," NBER Working Papers 20352, National Bureau of Economic Research, Inc.
    28. Buckle, Robert A. & Kim, Kunhong & Kirkham, Heather & McLellan, Nathan & Sharma, Jarad, 2007. "A structural VAR business cycle model for a volatile small open economy," Economic Modelling, Elsevier, vol. 24(6), pages 990-1017, November.
    29. Burke, M. & Craxton, M. & Kolstad, C.D. & Onda, C. & Allcott, H. & Baker, E. & Barrage, L. & Carson, R. & Gillingham, K. & Graff-Zivin, J. & Greenstone, M. & Hallegatte, S. & Hanemann, W.M. & Heal, G., 2016. "Opportunities for advances in climate change economics," ISU General Staff Papers 3565, Iowa State University, Department of Economics.
    30. Samuel Fankhauser & Nicholas Stern, 2016. "Climate change, development, poverty and economics," GRI Working Papers 253, Grantham Research Institute on Climate Change and the Environment.
    31. Franziska Bremus & Geraldine Dany-Knedlik & Thore Schlaak, 2020. "Price Stability and Climate Risks: Sensible Measures for the European Central Bank," DIW Weekly Report, DIW Berlin, German Institute for Economic Research, vol. 10(14), pages 205-213.
    32. repec:bla:revinw:v:60:y:2014:i::p:s449-s471 is not listed on IDEAS
    33. Siriklao Sangkhaphan & Yang Shu, 2020. "Impact of seasonal rainfall on economic growth in Thailand," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 10(2), pages 1-2.
    34. Drudi, Francesco & Moench, Emanuel & Holthausen, Cornelia & Weber, Pierre-François & Ferrucci, Gianluigi & Setzer, Ralph & Adao, Bernardino & Dées, Stéphane & Alogoskoufis, Spyros & Téllez, Mar Delgad, 2021. "Climate change and monetary policy in the euro area," Occasional Paper Series 271, European Central Bank.
    35. Simon Dietz & Nicholas Stern, 2015. "Endogenous Growth, Convexity of Damage and Climate Risk: How Nordhaus' Framework Supports Deep Cuts in Carbon Emissions," Economic Journal, Royal Economic Society, vol. 0(583), pages 574-620, March.
    36. Ciccarelli, Matteo & Marotta, Fulvia, 2021. "Demand or supply? An empirical exploration of the effects of climate change on the macroeconomy," Working Paper Series 2608, European Central Bank.
    37. Naeem Akram* & Asma Gulzar**, 2013. "Climate change and economic growth : An empirical analysis of Pakistan," Pakistan Journal of Applied Economics, Applied Economics Research Centre, vol. 23(1), pages 31-54.
    38. Nordhaus, William D, 1977. "Economic Growth and Climate: The Carbon Dioxide Problem," American Economic Review, American Economic Association, vol. 67(1), pages 341-346, February.
    39. Solomon Hsiang, 2016. "Climate Econometrics," Annual Review of Resource Economics, Annual Reviews, vol. 8(1), pages 43-75, October.
    40. Pipitpukdee, Siwabhorn & Attavanich, Witsanu & Bejranonda, Somskaow, 2020. "Climate Change Impacts on Sugarcane Production in Thailand," MPRA Paper 99796, University Library of Munich, Germany, revised 10 Apr 2020.
    41. Michael Keane & Timothy Neal, 2020. "Climate change and U.S. agriculture: Accounting for multidimensional slope heterogeneity in panel data," Quantitative Economics, Econometric Society, vol. 11(4), pages 1391-1429, November.
    42. Birthal, Pratap S. & Hazrana, Jaweriah, 2019. "Crop diversification and resilience of agriculture to climatic shocks: Evidence from India," Agricultural Systems, Elsevier, vol. 173(C), pages 345-354.
    43. Richard S. J. Tol, 2009. "The Economic Effects of Climate Change," Journal of Economic Perspectives, American Economic Association, vol. 23(2), pages 29-51, Spring.
    44. Miles Parker, 2018. "The Impact of Disasters on Inflation," Economics of Disasters and Climate Change, Springer, vol. 2(1), pages 21-48, April.
    45. Burke, M & Craxton, M & Kolstad, CD & Onda, C & Allcott, H & Baker, E & Barrage, L & Carson, R & Gillingham, K & Graf-Zivin, J & Greenstone, M & Hallegatte, S & Hanemann, WM & Heal, G & Hsiang, S & Jo, 2016. "Opportunities for advances in climate change economics," University of California at Santa Barbara, Recent Works in Economics qt4tc5d9pb, Department of Economics, UC Santa Barbara.
    46. Solomon M. Hsiang, 2016. "Climate Econometrics," NBER Working Papers 22181, National Bureau of Economic Research, Inc.
    47. Güneş Kamber & Chris McDonald & Gael Price, 2013. "Drying out: Investigating the economic effects of drought in New Zealand," Reserve Bank of New Zealand Analytical Notes series AN2013/02, Reserve Bank of New Zealand.
    48. Faccia, Donata & Parker, Miles & Stracca, Livio, 2021. "Feeling the heat: extreme temperatures and price stability," Working Paper Series 2626, European Central Bank.
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    More about this item

    Keywords

    climate shocks; Climate change; Macroeconomy; Inflation; Extremity; Nonlinearity; Sectors of production; Output;
    All these keywords.

    JEL classification:

    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth

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