IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/107517.html
   My bibliography  Save this paper

Frequency of Shocks, Resilience and Shock Persistence: Evidence from Natural Disasters

Author

Listed:
  • Bashar, Omar
  • Mallick, Debdulal

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.

Suggested Citation

  • Bashar, Omar & Mallick, Debdulal, 2021. "Frequency of Shocks, Resilience and Shock Persistence: Evidence from Natural Disasters," MPRA Paper 107517, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:107517
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/107517/1/MPRA_paper_107517.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Solomon M. Hsiang & Daiju Narita, 2012. "Adaptation To Cyclone Risk: Evidence From The Global Cross-Section," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 3(02), pages 1-28.
    2. Noy, Ilan, 2009. "The macroeconomic consequences of disasters," Journal of Development Economics, Elsevier, vol. 88(2), pages 221-231, March.
    3. Eduardo Cavallo & Ilan Noy, 2009. "The Economics of Natural Disasters - A Survey," Working Papers 200919, University of Hawaii at Manoa, Department of Economics.
    4. Lazzaroni, Sara & van Bergeijk, Peter A.G., 2014. "Natural disasters' impact, factors of resilience and development: A meta-analysis of the macroeconomic literature," Ecological Economics, Elsevier, vol. 107(C), pages 333-346.
    5. 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.
    6. 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.
    7. Anonymous, 1960. "International Monetary Fund," International Organization, Cambridge University Press, vol. 14(4), pages 668-669, October.
    8. Robert S. Chirinko & Debdulal Mallick, 2017. "The Substitution Elasticity, Factor Shares, and the Low-Frequency Panel Model," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(4), pages 225-253, October.
    9. Jeroen Klomp, 2020. "Election or Disaster Support?," Journal of Development Studies, Taylor & Francis Journals, vol. 56(1), pages 205-220, January.
    10. Mark Aguiar & Gita Gopinath, 2007. "Emerging Market Business Cycles: The Cycle Is the Trend," Journal of Political Economy, University of Chicago Press, vol. 115(1), pages 69-102.
    11. Robert J. Barro, 2006. "Rare Disasters and Asset Markets in the Twentieth Century," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(3), pages 823-866.
    12. Cantelmo, Alessandro & Melina, Giovanni & Papageorgiou, Chris, 2023. "Macroeconomic outcomes in disaster-prone countries," Journal of Development Economics, Elsevier, vol. 161(C).
    13. Markus Frölich & Martin Huber, 2017. "Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 79(5), pages 1645-1666, November.
    14. Eiji Yamamura, 2014. "Impact of natural disaster on public sector corruption," Public Choice, Springer, vol. 161(3), pages 385-405, December.
    15. 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.
    16. Raddatz, Claudio, 2007. "Are external shocks responsible for the instability of output in low-income countries?," Journal of Development Economics, Elsevier, vol. 84(1), pages 155-187, September.
    17. Anonymous, 1960. "International Monetary Fund," International Organization, Cambridge University Press, vol. 14(2), pages 337-338, April.
    18. Xavier Gabaix, 2012. "Variable Rare Disasters: An Exactly Solved Framework for Ten Puzzles in Macro-Finance," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(2), pages 645-700.
    19. Timothy Besley & Robin Burgess, 2002. "The Political Economy of Government Responsiveness: Theory and Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(4), pages 1415-1451.
    20. 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.
    21. Anbarci, Nejat & Escaleras, Monica & Register, Charles A., 2005. "Earthquake fatalities: the interaction of nature and political economy," Journal of Public Economics, Elsevier, vol. 89(9-10), pages 1907-1933, September.
    22. Honoré,Bo & Pakes,Ariel & Piazzesi,Monika & Samuelson,Larry (ed.), 2017. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9781316510520.
    23. Cochrane, John H, 1988. "How Big Is the Random Walk in GNP?," Journal of Political Economy, University of Chicago Press, vol. 96(5), pages 893-920, October.
    24. Anonymous, 1960. "International Monetary Fund," International Organization, Cambridge University Press, vol. 14(1), pages 210-211, January.
    25. Alejandro del Valle & Alain de Janvry & Elisabeth Sadoulet, 2020. "Rules for Recovery: Impact of Indexed Disaster Funds on Shock Coping in Mexico," American Economic Journal: Applied Economics, American Economic Association, vol. 12(4), pages 164-195, October.
    26. Robert J. Barro, 2009. "Rare Disasters, Asset Prices, and Welfare Costs," American Economic Review, American Economic Association, vol. 99(1), pages 243-264, March.
    27. Honoré,Bo & Pakes,Ariel & Piazzesi,Monika & Samuelson,Larry (ed.), 2017. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9781108400022.
    28. Rose Adam Z. & Oladosu Gbadebo & Lee Bumsoo & Asay Garrett Beeler, 2009. "The Economic Impacts of the September 11 Terrorist Attacks: A Computable General Equilibrium Analysis," Peace Economics, Peace Science, and Public Policy, De Gruyter, vol. 15(2), pages 1-31, July.
    29. Honoré,Bo & Pakes,Ariel & Piazzesi,Monika & Samuelson,Larry (ed.), 2017. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9781108400008.
    30. 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.
    31. Monica Escaleras & Nejat Anbarci & Charles Register, 2007. "Public sector corruption and major earthquakes: A potentially deadly interaction," Public Choice, Springer, vol. 132(1), pages 209-230, July.
    32. Honoré,Bo & Pakes,Ariel & Piazzesi,Monika & Samuelson,Larry (ed.), 2017. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9781108414982.
    33. Anonymous, 1960. "International Monetary Fund," International Organization, Cambridge University Press, vol. 14(3), pages 468-472, January.
    34. 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.
    35. Matthew E. Kahn, 2005. "The Death Toll from Natural Disasters: The Role of Income, Geography, and Institutions," The Review of Economics and Statistics, MIT Press, vol. 87(2), pages 271-284, May.
    36. Kousky, Carolyn, 2014. "Informing climate adaptation: A review of the economic costs of natural disasters," Energy Economics, Elsevier, vol. 46(C), pages 576-592.
    37. Mallick Debdulal, 2019. "The growth-volatility relationship redux: what does volatility decomposition tell?," The B.E. Journal of Macroeconomics, De Gruyter, vol. 19(2), pages 1-20, June.
    38. Adam Rose & Dan Wei, 2013. "Estimating The Economic Consequences Of A Port Shutdown: The Special Role Of Resilience," Economic Systems Research, Taylor & Francis Journals, vol. 25(2), pages 212-232, June.
    39. Kellenberg, Derek K. & Mobarak, Ahmed Mushfiq, 2008. "Does rising income increase or decrease damage risk from natural disasters?," Journal of Urban Economics, Elsevier, vol. 63(3), pages 788-802, May.
    Full references (including those not matched with items on IDEAS)

    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. Matteo Coronese & Davide Luzzati, 2022. "Economic impacts of natural hazards and complexity science: a critical review," LEM Papers Series 2022/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    2. Eduardo Cavallo & Ilan Noy, 2009. "The Economics of Natural Disasters: A Survey," Research Department Publications 4649, Inter-American Development Bank, Research Department.
    3. Lazzaroni, Sara & van Bergeijk, Peter A.G., 2014. "Natural disasters' impact, factors of resilience and development: A meta-analysis of the macroeconomic literature," Ecological Economics, Elsevier, vol. 107(C), pages 333-346.
    4. Ferreira, Susana, 2024. "Extreme Weather Events and Climate Change: Economic Impacts and Adaptation Policies," IZA Discussion Papers 16715, Institute of Labor Economics (IZA).
    5. Jaap W.B. Bos & Jasmin Gröschl & Martien Lamers & Runliang Li & Mark Sanders & Vincent Schippers & Jasmin Katrin Gröschl, 2022. "How Do Institutions Affect the Impact of Natural Disasters?," CESifo Working Paper Series 10174, CESifo.
    6. Ercio Muñoz S. & Alfredo Pistelli M., 2010. "¿Tienen los Terremotos un Impacto Inflacionario en el Corto Plazo? Evidencia para una Muestra de Países," Notas de Investigación Journal Economía Chilena (The Chilean Economy), Central Bank of Chile, vol. 13(2), pages 113-127, April.
    7. Akao, Ken-Ichi & Sakamoto, Hiroaki, 2018. "A theory of disasters and long-run growth," Journal of Economic Dynamics and Control, Elsevier, vol. 95(C), pages 89-109.
    8. Laura A. Bakkensen & Xiangying Shi & Brianna D. Zurita, 2018. "The Impact of Disaster Data on Estimating Damage Determinants and Climate Costs," Economics of Disasters and Climate Change, Springer, vol. 2(1), pages 49-71, April.
    9. Fujin Zhou & Wouter Botzen, 2021. "Firm Level Evidence of Disaster Impacts on Growth in Vietnam," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 79(2), pages 277-322, June.
    10. Emmanuel Apergis & Nicholas Apergis, 2021. "The impact of COVID-19 on economic growth: evidence from a Bayesian Panel Vector Autoregressive (BPVAR) model," Applied Economics, Taylor & Francis Journals, vol. 53(58), pages 6739-6751, December.
    11. 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.
    12. Matthew Ranson & Lisa Tarquinio & Audrey Lew, 2016. "Modeling the Impact of Climate Change on Extreme Weather Losses," NCEE Working Paper Series 201602, National Center for Environmental Economics, U.S. Environmental Protection Agency, revised May 2016.
    13. Thomas K.J. McDermott & Frank Barry & Richard S.J. Tol, 2014. "Disasters and development: natural disasters, credit constraints, and economic growth," Oxford Economic Papers, Oxford University Press, vol. 66(3), pages 750-773.
    14. Pauline Avril & Gregory Levieuge & Camelia Turcu, 2021. "Natural Disasters and Financial Stress: Can Macroprudential Regulation Tame Green Swans?," Working Papers 2021.13, International Network for Economic Research - INFER.
    15. Peter A. G. van Bergeijk & Sara Lazzaroni, 2015. "Macroeconomics of Natural Disasters: Strengths and Weaknesses of Meta‐Analysis Versus Review of Literature," Risk Analysis, John Wiley & Sons, vol. 35(6), pages 1050-1072, June.
    16. William Ginn, 2022. "Climate Disasters and the Macroeconomy: Does State-Dependence Matter? Evidence for the US," Economics of Disasters and Climate Change, Springer, vol. 6(1), pages 141-161, March.
    17. Vikrant Panwar & Subir Sen, 2019. "Economic Impact of Natural Disasters: An Empirical Re-examination," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 13(1), pages 109-139, February.
    18. 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.
    19. Dieppe,Alistair Matthew & Kilic Celik,Sinem & Okou,Cedric Iltis Finafa, 2020. "Implications of Major Adverse Events on Productivity," Policy Research Working Paper Series 9411, The World Bank.
    20. Ruohan Wu, 2023. "Natural disasters, climate change, and structural transformation: A new perspective from international trade," The World Economy, Wiley Blackwell, vol. 46(5), pages 1333-1377, May.

    More about this item

    Keywords

    Shock; Natural disaster; Resilience; Volatility persistence;
    All these keywords.

    JEL classification:

    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • H54 - Public Economics - - National Government Expenditures and Related Policies - - - Infrastructures
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • 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:pra:mprapa:107517. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.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.