Bashar, Omar and Mallick, Debdulal (2021): Frequency of Shocks, Resilience and Shock Persistence: Evidence from Natural Disasters.
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Abstract
Volatility persistence has important welfare consequences. In this paper, we investigate the effect on volatility persistence of the frequency of shocks for which we consider exogenous natural disasters. We find that, on average, volatility persistence is about 5 percent lower in countries that have experienced one more natural disasters per year. However, there is a non-linearity in that volatility persistence initially decreases and then increases with the frequency of natural disasters. The results are explained in terms of disaster resilience—countries that experience natural disasters frequently develop resilience that shields the economy from the destruction of natural disasters and/or expedites economic recovery. Among the factors that potentially create resilience, we find significance of its structural component.
Item Type: | MPRA Paper |
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Original Title: | Frequency of Shocks, Resilience and Shock Persistence: Evidence from Natural Disasters |
English Title: | Frequency of Shocks, Resilience and Shock Persistence: Evidence from Natural Disasters |
Language: | English |
Keywords: | Shock; Natural disaster; Resilience; Volatility persistence |
Subjects: | E - Macroeconomics and Monetary Economics > E3 - Prices, Business Fluctuations, and Cycles > E32 - Business Fluctuations ; Cycles H - Public Economics > H5 - National Government Expenditures and Related Policies > H54 - Infrastructures ; Other Public Investment and Capital Stock I - Health, Education, and Welfare > I3 - Welfare, Well-Being, and Poverty > I38 - Government Policy ; Provision and Effects of Welfare Programs Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q5 - Environmental Economics > Q54 - Climate ; Natural Disasters and Their Management ; Global Warming |
Item ID: | 107517 |
Depositing User: | Debdulal Mallick |
Date Deposited: | 03 May 2021 07:21 |
Last Modified: | 03 May 2021 07:21 |
References: | Aguiar, Mark and Gita Gopinath (2007), “Emerging Market Business Cycles: The Cycle is the Trend,” Journal of Political Economy, 115 (1), 69–102. Anbarci, Nejat, Monica Escaleras and Charles A. Register (2005), “Earthquake Fatalities: The Interaction of Nature and Political Economy,” Journal of Public Economics, 89 (9–10), 1907-1933. Ascari, Guido and Argia M. Sbordone (2014), “The Macroeconomic of Trend Inflation,” Journal of Economic Literature, 52 (3), 679–739. Ashdown, Paddy (2011), “Humanitarian Emergency Response Review,” UK Government, https://www.gov.uk/government/uploads/system/uploads/attachment_data/file/67579/HERR.pdf (accessed on October 18, 2020). Barro, Robert J. (2006), “Rare Disasters and Asset Markets in the Twentieth Century,” Quarterly Journal of Economics, 121 (3), 823-866. Barro, Robert J. (2009), “Rare Disasters, Asset Prices, and Welfare Costs,” American Economic Review, 99 (1), 243–264. Baxter, Marianne and Robert G. King (1999), “Measuring Business Cycles: Approximate Band-Pass Filters for Economic Time Series,” Review of Economics and Statistics, 81 (4), 575–93. Besley, Timothy and Robin Burgess (2002), “The Political Economy of Government Responsiveness: Theory and Evidence from India,” Quarterly Journal of Economics, 117 (4), 1415–1451. Bloom, David E. and Tarun Khanna (2007), “The Urban Revolution,” Finance & Development: A Quarterly Magazine of the IMF, 44 (3), 9-14. Botzen, W. J. Wouter, Olivier Deschenes and Mark Sanders (2019), “The Economic Impacts of Natural Disasters: A Review of Models and Empirical Studies,” Review of Environmental Economics and Policy, 13 (2, Summer), 167–188. Cantelmo, Alessandro, Giovanni Melina and Chris Papageorgiou (2019), “Macroeconomic Outcomes in Disaster-Prone Countries,” IMF Working Paper No. 217, International Monetary Fund, Washington D. C. Carlin, Ryan E., Gregory J. Love and Elizabeth J. Zechmeister (2014) “Natural Disaster and Democratic Legitimacy: The Public Opinion Consequences of Chile's 2010 Earthquake and Tsunami,” Political Research Quarterly, 67 (1), 3-15. Cavallo, Eduardo and Ilan Noy (2011), “Natural Disasters and the Economy: A Survey,” International Review of Environmental and Resource Economics, 5 (1), 63–102. Cavallo, Eduardo, Sebastian Galiani, Ilan Noy, and Juan Pantano (2013), “Catastrophic Natural Disasters and Economic Growth,” Review of Economics and Statistics, 95 (5), 1549–1561. Chirinko, Robert S. and Debdulal Mallick (2017), “The Substitution Elasticity, Factor Shares, and the Low-Frequency Panel Model,” American Economic Journal: Macroeconomics, 9 (4), 225–253. Christiano, Lawrence J. and Terry J. Fitzgerald (2003), “The Band Pass Filter,” International Economic Review, 44 (2), 435–65. Cochrane, John H. (1988), “How Big is the Random Walk in GNP?” Journal of Political Economy, 96 (5), 893–920. Comin, Diego A. and Mark Gertler (2006), “Medium-term Business Cycles,” American Economic Review, 96 (3), 523–551. Comin, Diego A., Norman Loayza, Farooq Pasha and Luis Serven (2014), “Medium Term Business Cycles in Developing Countries,” American Economic Journal: Macroeconomics, 6 (4), 209–245. del Valle, Alejandro, Alain de Janvry and Elisabeth Sadoulet (2020), “Rules for Recovery: Impact of Indexed Disaster Funds on Shock Coping in Mexico,” American Economic Journal: Applied Economics, 12 (4, October), 164–195. DFID (2011), “Defining Disaster Resilience: A DFID Approach Paper,” Department of International Development, UK Government. (https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/186874/defining-disaster-resilience-approach-paper.pdf; accessed on October 8, 2020). Escaleras, Monica, Nejat Anbarci and Charles A. Register (2007), “Public Sector Corruption and Major Earthquakes: A Potentially Deadly Interaction,” Public Choice, 132 (1-2), 209–230. EM-DAT: https://public.emdat.be/about (access on April 23, 2020). FAO (2015), “The Impact of Natural Hazards and Disasters on Agriculture and Food Security and Nutrition: A Call for Action to Build Resilient Livelihoods,” Food and Agricultural Organization of the United Nations, http://www.fao.org/3/a-i4434e.pdf (accessed on November 9, 2020). Fatás, Antonio and Ilian Mihov (2013), “Policy Volatility, Institutions, and Economic Growth,” Review of Economics and Statistics, 95 (2), 362–376. Feenstra, Robert C., Robert Inklaar and Marcel P. Timmer (2015), “The Next Generation of the Penn World Table,” American Economic Review, 105 (10), 3150-3182. Frölich, Markus and Martin Huber (2017), “Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables,” Journal of the Royal Statistical Society (Series B), 79 (Part 5), 1645–1666. Gabaix, Xavier (2012), “Variable Rare Disasters: An Exactly Solved Framework for Ten Puzzles in Macro-Finance,” Quarterly Journal of Economics, 127 (2), 645–700. Gaiha, Raghav, Kenneth Hill, Ganesh Thapa and Varsha S. Kulkarni (2015), “Have Natural Disasters Become Deadlier?” in Sustainable Economic Development: Resources, Environment and Institutions, Edited by Arsenio M. Balisacan, Ujjayant Chakravorty and Majah-Leah V. Ravago, Chapter 23, Pages 415-444, Academic Press, USA. Hodrick, Robert J. and Edward C. Prescott (1997), “Postwar U.S. Business Cycles: An Empirical Investigation,” Journal of Money, Credit and Banking, 29 (1), 1–16. Hsiang, Solomon M. and Daiju Narita (2012), “Adaptation to Cyclone Risk: Evidence from the Global Cross-Section,” Climate Change Economics, 3 (2), 1-28. Hsiang, Solomon M. and Amir S. Jina (2014), “The Causal Effect of Environmental Catastrophe on Long-Run Economic Growth: Evidence from 6,700 Cyclones,” NBER Working Paper No. 20352, National Bureau of Economic Research, Cambridge, MA. IMF (2019a), “Investment and Capital Stock Dataset, 1960-2017 (Version: August 2019),” International Monetary Fund, Fiscal Affairs Division. http://www.imf.org/external/np/fad/publicinvestment/data/data080219.xlsx (accessed on July 11 2020) IMF (2019b), “Building Resilience in Developing Countries Vulnerable to Large Natural Disasters,” IMF Policy Paper, International Monetary Fund, Washington D.C. Kahn, Matthew E. (2005), “The Death Toll from Natural Disasters: The Role of Income, Geography, and Institutions,” Review of Economics and Statistics, 87 (2), 271-284. Kellenberg, Derek K. and Ahmed M. Mobarak (2008), “Does Rising Income Increase or Decrease Damage Risk from Natural Disasters,” Journal of Urban Economics, 63 (3), 788–802. Klomp, Jeroen and Kay Valckx (2014), “Natural Disasters and Economic Growth: A Meta-analysis,” Global Environmental Change, 26 (1), 183–95. Klomp, Jeroen (2020), “Election or Disaster Support?” Journal of Development Studies, 56 (1), 205-220. Kousky, Carolyn (2014), “Informing Climate Adaptation: A Review of the Economic Costs of Natural Disasters,” Energy Economics, 46 (November), 576-592. Lazzaroni, Sara and Peter A.G. van Bergeijk (2014), “Natural Disasters’ Impact, Factors of Resilience and Development: A Meta-Analysis of the Macroeconomic Literature,” Ecological Economics, 107 (November), 333-346. Levy, Daniel and Hashem Dezhbakhsh (2003), “International Evidence on Output Fluctuation and Shock Persistence,” Journal of Monetary Economics, 50 (7), 1499–1530. Mallick, Debdulal (2014), “Financial Development, Shocks, and Growth Volatility,” Macroeconomic Dynamics, 18 (3), 651-688. Mallick, Debdulal (2019), “The Growth-Volatility Relationship Redux: What Does Volatility Decomposition Tell?” The B.E. Journal of Macroeconomics (Contributions), 19 (2), 1-20. Manyena, Siambabala Bernard (2006), “The Concept of Resilience Revisited,” Disasters, 30 (4), 433−450. Müller, Ulrich K. and Mark W. Watson (2017), “Low-Frequency Econometrics,” In Advances in Economics and Econometrics: Eleventh World Congress of the Econometric Society, Volume II, edited by Bo Honoré, Ariel Pakes, Monika Piazzesi, and Larry Samuelson, Chapter 3, 53–94, Cambridge: Cambridge University Press. Noy, Ilan (2009), “The Macroeconomic Consequences of Disasters,” Journal of Development Economics, 88 (2), 221-231. Penn World Table 9.1: https://www.rug.nl/ggdc/productivity/pwt/ (accessed on December 12, 2019). Pindyck, Robert S. and Neng Wang (2013), “The Economic and Policy Consequences of Catastrophes,” American Economic Journal: Economic Policy, 5 (4), 306–339. Raddatz, Claudio (2007), “Are External Shocks Responsible for The Instability of Output in Low-Income Countries?” Journal of Development Economics, 84 (1), 155–187. Raschky, Paul A. (2008), “Institutions and the Losses from Natural Disasters,” Natural Hazards and Earth System Sciences, 8, 627–634. Ravn, Morten O. and Harald Uhlig (2002), “On Adjusting the Hodrick-Prescott Filter for the Frequency of Observations,” Review of Economics and Statistics, 84 (2), 371–376. Rose, Adam Z., Gbadebo Oladosu, Bumsoo Lee and Garrett B. Asay (2009), “The Economic Impacts of the 2001 Terrorist Attacks on the World Trade Center: A Computable General Equilibrium Analysis,” Peace Economics, Peace Science, and Public Policy, 15 (2), Article 4. Rose, Adam Z. and Dan Wei (2013). “Estimating the Economic Consequences of a Port Shutdown: The Special Role of Resilience,” Economic Systems Research, 25 (2), 212-232. Rose, Adam Z. and Elisabeth Krausmann (2013), “An Economic Framework for the Development of a Resilience Index for Business Recovery,” International Journal of Disaster Risk Reduction, 5 (September) 73–83. Rose, Adam Z. (2016), “Measuring Economic Resilience to Disasters: An Overview,” IRGC Resource Guide on Resilience Risk Governance, International Risk Governance Center, Lausanne, Switzerland. Skidmore, Mark and Hideki Toya (2002), “Do Natural Disasters Promote Long-Run Growth?” Economic Inquiry, 40 (4), 664–687. Stock, James. H., Jonathan H. Wright, and Motohiro Yogo (2002), “A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments,” Journal of Business and Economic Statistics, 20 (4), 518–29. United Nations International Strategy for Disaster Risk Reduction (UNISDR) (2005), “Hyogo Framework for Action 2005-2015: Building the Resilience of Nations and Communities to Disasters,” World Conference on Disaster Reduction, 18-22 January 2005, Kobe, Hyogo, Japan. https://www.unisdr.org/2005/wcdr/intergover/official-doc/L-docs/Hyogo-framework-for-action-english.pdf (accessed on October 8, 2020) UNISDR (2013), “From Shared Risk to Shared Value-The Business Case for Disaster Risk Reduction,” Global Assessment Report on Disaster Risk Reduction, United Nations Office for Disaster Risk Reduction, Geneva, Switzerland. Worldwide Governance Indicators (WGI) (2019): http://info.worldbank.org/governance/wgi/ (accessed on August 6, 2020) World Development Indicators: The World Bank, https://databank.worldbank.org/source/world- development-indicators (accessed on November 4, 2020). Yamamura, Eiji (2014), “Impact of natural disaster on public sector corruption,” Public Choice, 161 (3/4), 385–405. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/107517 |