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We Didn’t Start the Fire: Effects of a Natural Disaster on Consumers’ Financial Distress

Author

Listed:
  • Anson T. Y. Ho
  • Kim Huynh
  • David T. Jacho-Chávez
  • Geneviève Vallée

Abstract

Global climate change is increasing the frequency and severity of natural disasters. We use detailed consumer credit data to investigate the impact of the 2016 Fort McMurray wildfire, the costliest wildfire disaster in Canadian history, on consumers’ financial stress. We focus on the arrears of insured mortgages because of their important implications for financial institutions and insurers’ business risk and relevant management practices. Our findings suggest that wildfires have caused more mortgage arrears in severely damaged areas, with both economic and statistical significance. For other areas with relatively minor damage, the increase in arrears is small and statistically insignificant.

Suggested Citation

  • Anson T. Y. Ho & Kim Huynh & David T. Jacho-Chávez & Geneviève Vallée, 2023. "We Didn’t Start the Fire: Effects of a Natural Disaster on Consumers’ Financial Distress," Staff Working Papers 23-15, Bank of Canada.
  • Handle: RePEc:bca:bocawp:23-15
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    1. Morse, Adair, 2011. "Payday lenders: Heroes or villains?," Journal of Financial Economics, Elsevier, vol. 102(1), pages 28-44, October.
    2. 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.
    3. Jeffrey A. Groen & Mark J. Kutzbach & Anne E. Polivka, 2020. "Storms and Jobs: The Effect of Hurricanes on Individuals’ Employment and Earnings over the Long Term," Journal of Labor Economics, University of Chicago Press, vol. 38(3), pages 653-685.
    4. Anson T. Y. Ho & Lealand Morin & Harry J. Paarsch & Kim P. Huynh, 2022. "Consumer credit usage in Canada during the coronavirus pandemic," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(S1), pages 88-114, February.
    5. Christian Gollier, 2014. "Discounting and Growth," American Economic Review, American Economic Association, vol. 104(5), pages 534-537, May.
    6. Olga Bilyk & Anson T. Y. Ho & Mikael Khan & Geneviève Vallée, 2020. "Household indebtedness risks in the wake of COVID‑19," Staff Analytical Notes 2020-8, Bank of Canada.
    7. Jack Favilukis & Sydney C. Ludvigson & Stijn Van Nieuwerburgh, 2017. "The Macroeconomic Effects of Housing Wealth, Housing Finance, and Limited Risk Sharing in General Equilibrium," Journal of Political Economy, University of Chicago Press, vol. 125(1), pages 140-223.
    8. Justin Gallagher & Daniel Hartley, 2017. "Household Finance after a Natural Disaster: The Case of Hurricane Katrina," American Economic Journal: Economic Policy, American Economic Association, vol. 9(3), pages 199-228, August.
    9. 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.
    10. Bolton, Patrick & Kacperczyk, Marcin, 2021. "Do investors care about carbon risk?," Journal of Financial Economics, Elsevier, vol. 142(2), pages 517-549.
    11. Bruno Ferman & Cristine Pinto & Vitor Possebom, 2020. "Cherry Picking with Synthetic Controls," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(2), pages 510-532, March.
    12. Olga Bilyk & Maria teNyenhuis, 2018. "The Impact of Recent Policy Changes on the Canadian Mortgage Market," Staff Analytical Notes 2018-35, Bank of Canada.
    13. Tatyana Deryugina & Laura Kawano & Steven Levitt, 2018. "The Economic Impact of Hurricane Katrina on Its Victims: Evidence from Individual Tax Returns," American Economic Journal: Applied Economics, American Economic Association, vol. 10(2), pages 202-233, April.
    14. Kaoru Hosono & Daisuke Miyakawa & Taisuke Uchino & Makoto Hazama & Arito Ono & Hirofumi Uchida & Iichiro Uesugi, 2016. "Natural Disasters, Damage To Banks, And Firm Investment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 57(4), pages 1335-1370, November.
    15. Lewis, Tracy & Nickerson, David, 1989. "Self-insurance against natural disasters," Journal of Environmental Economics and Management, Elsevier, vol. 16(3), pages 209-223, May.
    16. Po-Hsuan Hsu & Hsiao-Hui Lee & Shu-Cing Peng & Long Yi, 2018. "Natural Disasters, Technology Diversity, and Operating Performance," The Review of Economics and Statistics, MIT Press, vol. 100(4), pages 619-630, October.
    17. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    18. Flammer, Caroline, 2021. "Corporate green bonds," Journal of Financial Economics, Elsevier, vol. 142(2), pages 499-516.
    19. Carolyn Kousky & Roger Cooke, 2012. "Explaining the Failure to Insure Catastrophic Risks," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 37(2), pages 206-227, April.
    20. Carolyn Kousky, 2019. "The Role of Natural Disaster Insurance in Recovery and Risk Reduction," Annual Review of Resource Economics, Annual Reviews, vol. 11(1), pages 399-418, October.
    21. Paudel, Jayash, 2021. "Short-run environmental effects of COVID-19: Evidence from forest fires," World Development, Elsevier, vol. 137(C).
    22. Firpo Sergio & Possebom Vitor, 2018. "Synthetic Control Method: Inference, Sensitivity Analysis and Confidence Sets," Journal of Causal Inference, De Gruyter, vol. 6(2), pages 1-26, September.
    23. Robert Amano & Marc-André Gosselin & Julien McDonald-Guimond, 2021. "Evolving Temperature Dynamics in Canada: Preliminary Evidence Based on 60 Years of Data," Staff Working Papers 21-22, Bank of Canada.
    24. Marshall Burke & John Dykema & David B. Lobell & Edward Miguel & Shanker Satyanath, 2015. "Incorporating Climate Uncertainty into Estimates of Climate Change Impacts," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 461-471, May.
    25. 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.
    26. Alberto Abadie & Alexis Diamond & Jens Hainmueller, 2015. "Comparative Politics and the Synthetic Control Method," American Journal of Political Science, John Wiley & Sons, vol. 59(2), pages 495-510, February.
    27. Thibaut Duprey & Colin Jones & Callie Symmers & Geneviève Vallée, 2021. "Household financial vulnerabilities and physical climate risks," Staff Analytical Notes 2021-19, Bank of Canada.
    28. Alberto Abadie, 2021. "Using Synthetic Controls: Feasibility, Data Requirements, and Methodological Aspects," Journal of Economic Literature, American Economic Association, vol. 59(2), pages 391-425, June.
    29. Kelly D. Edmiston, 2017. "Financial Vulnerability and Personal Finance Outcomes of Natural Disasters," Research Working Paper RWP 17-9, Federal Reserve Bank of Kansas City.
    30. Megan C. Kirchmeier-Young & Francis W. Zwiers & Nathan P. Gillett & Alex J. Cannon, 2017. "Attributing extreme fire risk in Western Canada to human emissions," Climatic Change, Springer, vol. 144(2), pages 365-379, September.
    31. Kaoru Hosono & Daisuke Miyakawa & Taisuke Uchino & Makoto Hazama & Arito Ono & Hirofumi Uchida & Iichiro Uesugi, 2016. "Natural Disasters, Damage To Banks, And Firm Investment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 57, pages 1335-1370, November.
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    More about this item

    Keywords

    Climate change; Credit and credit aggregates; Econometric and statistical methods; Financial stability;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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