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Firms’ Management of Infrequent Shocks

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  • Benjamin L. Collier
  • Andrew F. Haughwout
  • Howard C. Kunreuther
  • Erwann O. Michel-Kerjan
  • Michael A. Stewart

Abstract

We examine businesses’ financial management of a rare, severe event using detailed firm-level data collected following Hurricane Sandy in the New York area. Credit played a prominent role in financing recovery; more negatively affected firms took on debt because of Sandy (38%) than received insurance payments (15%) in our data. Negatively affected firms were often credit constrained after the shock. While firms’ demand for insurance is often explained by financing frictions, we find that the most credit constrained firms after the event, younger firms and smaller firms, were the least likely to insure before it.

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  • Benjamin L. Collier & Andrew F. Haughwout & Howard C. Kunreuther & Erwann O. Michel-Kerjan & Michael A. Stewart, 2016. "Firms’ Management of Infrequent Shocks," NBER Working Papers 22612, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:22612
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    1. Arito Ono & Iichiro Uesugi, 2009. "Role of Collateral and Personal Guarantees in Relationship Lending: Evidence from Japan's SME Loan Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(5), pages 935-960, August.
    2. Iyer, Rajkamal & Da-Rocha-Lopes, Samuel & Peydró, José-Luis & Schoar, Antoinette, 2014. "Interbank Liquidity Crunch and the Firm Credit Crunch: Evidence from the 2007-2009 Crisis," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 27(1), pages 347-372.
    3. Erik Hurst & Benjamin Wild Pugsley, 2011. "What Do Small Businesses Do?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(2 (Fall)), pages 73-142.
    4. Deborah Lucas, 2010. "Measuring and Managing Federal Financial Risk," NBER Books, National Bureau of Economic Research, Inc, number luca07-1.
    5. Evans, David S, 1987. "The Relationship between Firm Growth, Size, and Age: Estimates for 100 Manufacturing Industries," Journal of Industrial Economics, Wiley Blackwell, vol. 35(4), pages 567-581, June.
    6. Rampini, Adriano A. & Viswanathan, S., 2013. "Collateral and capital structure," Journal of Financial Economics, Elsevier, vol. 109(2), pages 466-492.
    7. Benjamin Wild Pugsley & Ay’egul ahin, 2019. "Grown-up Business Cycles," The Review of Financial Studies, Society for Financial Studies, vol. 32(3), pages 1102-1147.
    8. Diego Amaya & Geneviève Gauthier & Thomas-Olivier Léautier, 2015. "Dynamic Risk Management: Investment, Capital Structure, and Hedging in the Presence of Financial Frictions," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 82(2), pages 359-399, June.
    9. Evans, David S, 1987. "Tests of Alternative Theories of Firm Growth," Journal of Political Economy, University of Chicago Press, vol. 95(4), pages 657-674, August.
    10. Nicolas Berman & Vincent Rebeyrol & Vincent Vicard, 2019. "Demand Learning and Firm Dynamics: Evidence from Exporters," The Review of Economics and Statistics, MIT Press, vol. 101(1), pages 91-106, March.
    11. Berger, Allen N. & Miller, Nathan H. & Petersen, Mitchell A. & Rajan, Raghuram G. & Stein, Jeremy C., 2005. "Does function follow organizational form? Evidence from the lending practices of large and small banks," Journal of Financial Economics, Elsevier, vol. 76(2), pages 237-269, May.
    12. Robert DeYoung & William Hunter & Gregory Udell, 2004. "The Past, Present, and Probable Future for Community Banks," Journal of Financial Services Research, Springer;Western Finance Association, vol. 25(2), pages 85-133, April.
    13. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    14. Kunreuther, Howard & Slovic, Paul, 1978. "Economics, Psychology, and Protective Behavior," American Economic Review, American Economic Association, vol. 68(2), pages 64-69, May.
    15. Yasuyuki Sawada & Satoshi Shimizutani, 2008. "How Do People Cope with Natural Disasters? Evidence from the Great Hanshin-Awaji (Kobe) Earthquake in 1995," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(2-3), pages 463-488, March.
    16. Lucia Foster & John Haltiwanger & Chad Syverson, 2008. "Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?," American Economic Review, American Economic Association, vol. 98(1), pages 394-425, March.
    17. Samuel Lee & Petra Persson, 2016. "Financing from Family and Friends," The Review of Financial Studies, Society for Financial Studies, vol. 29(9), pages 2341-2386.
    18. Jiménez, Gabriel & Ongena, Steven & Peydró, José-Luis & Saurina, Jesús, 2012. "Credit Supply and Monetary Policy: Identifying the Bank Balance-Sheet Channel with Loan Applications," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 102(5), pages 2301-2326.
    19. Manuel Adelino & Song Ma & David Robinson, 2017. "Firm Age, Investment Opportunities, and Job Creation," Journal of Finance, American Finance Association, vol. 72(3), pages 999-1038, June.
    20. Andrea L. Eisfeldt & Adriano A. Rampini, 2009. "Leasing, Ability to Repossess, and Debt Capacity," The Review of Financial Studies, Society for Financial Studies, vol. 22(4), pages 1621-1657, April.
    21. Lucas, Deborah (ed.), 2010. "Measuring and Managing Federal Financial Risk," National Bureau of Economic Research Books, University of Chicago Press, number 9780226496580, September.
    22. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    23. Kerr, William R. & Nanda, Ramana, 2009. "Democratizing entry: Banking deregulations, financing constraints, and entrepreneurship," Journal of Financial Economics, Elsevier, vol. 94(1), pages 124-149, October.
    24. Asim Ijaz Khwaja & Atif Mian, 2008. "Tracing the Impact of Bank Liquidity Shocks: Evidence from an Emerging Market," American Economic Review, American Economic Association, vol. 98(4), pages 1413-1442, September.
    25. Lucia Foster & John Haltiwanger & Chad Syverson, 2016. "The Slow Growth of New Plants: Learning about Demand?," Economica, London School of Economics and Political Science, vol. 83(329), pages 91-129, January.
    26. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    27. Mitchell A. Petersen & Raghuram G. Rajan, 2002. "Does Distance Still Matter? The Information Revolution in Small Business Lending," Journal of Finance, American Finance Association, vol. 57(6), pages 2533-2570, December.
    28. Stewart Thornhill & Raphael Amit, 2003. "Learning About Failure: Bankruptcy, Firm Age, and the Resource-Based View," Organization Science, INFORMS, vol. 14(5), pages 497-509, October.
    29. Boyd, James & Kunreuther, Howard, 1997. "Retroactive Liability or the Public Purse?," Journal of Regulatory Economics, Springer, vol. 11(1), pages 79-90, January.
    30. Richard E. Caves, 1998. "Industrial Organization and New Findings on the Turnover and Mobility of Firms," Journal of Economic Literature, American Economic Association, vol. 36(4), pages 1947-1982, December.
    31. Sumit Agarwal, 2010. "Distance and Private Information in Lending," The Review of Financial Studies, Society for Financial Studies, vol. 23(7), pages 2757-2788, July.
    32. Allen N. Berger & Christa H. S. Bouwman & Dasol Kim, 2017. "Small Bank Comparative Advantages in Alleviating Financial Constraints and Providing Liquidity Insurance over Time," The Review of Financial Studies, Society for Financial Studies, vol. 30(10), pages 3416-3454.
    33. William R. Kerr & Ramana Nanda, 2009. "Financing Constraints and Entrepreneurship," Harvard Business School Working Papers 10-013, Harvard Business School.
    34. Paola Sapienza, 2002. "The Effects of Banking Mergers on Loan Contracts," Journal of Finance, American Finance Association, vol. 57(1), pages 329-367, February.
    35. Emek Basker & Javier Miranda, 2014. "Taken By Storm: Business Survival In The Aftermath Of Hurricane Katrina," Working Papers 14-20, Center for Economic Studies, U.S. Census Bureau.
    36. Geraldo Cerqueiro & Steven Ongena & Kasper Roszbach, 2016. "Collateralization, Bank Loan Rates, and Monitoring," Journal of Finance, American Finance Association, vol. 71(3), pages 1295-1322, June.
    37. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    38. John R. Graham, 2000. "How Big Are the Tax Benefits of Debt?," Journal of Finance, American Finance Association, vol. 55(5), pages 1901-1941, October.
    39. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    40. Demirguc-Kunt, Asli & Love, Inessa & Maksimovic, Vojislav, 2006. "Business environment and the incorporation decision," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2967-2993, November.
    41. Timothy Dunne & Mark J. Roberts & Larry Samuelson, 1989. "The Growth and Failure of U. S. Manufacturing Plants," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 104(4), pages 671-698.
    42. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    43. Jeremy C. Stein, 2002. "Information Production and Capital Allocation: Decentralized versus Hierarchical Firms," Journal of Finance, American Finance Association, vol. 57(5), pages 1891-1921, October.
    44. Rampini, Adriano A. & Sufi, Amir & Viswanathan, S., 2014. "Dynamic risk management," Journal of Financial Economics, Elsevier, vol. 111(2), pages 271-296.
    45. John Haltiwanger & Ron S. Jarmin & Javier Miranda, 2013. "Who Creates Jobs? Small versus Large versus Young," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 347-361, May.
    46. Marianne Bertrand & Antoinette Schoar, 2006. "The Role of Family in Family Firms," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 73-96, Spring.
    47. Froot, Kenneth A & Scharfstein, David S & Stein, Jeremy C, 1993. "Risk Management: Coordinating Corporate Investment and Financing Policies," Journal of Finance, American Finance Association, vol. 48(5), pages 1629-1658, December.
    48. Rajan, Raghuram & Winton, Andrew, 1995. "Covenants and Collateral as Incentives to Monitor," Journal of Finance, American Finance Association, vol. 50(4), pages 1113-1146, September.
    49. Strebulaev, Ilya A. & Yang, Baozhong, 2013. "The mystery of zero-leverage firms," Journal of Financial Economics, Elsevier, vol. 109(1), pages 1-23.
    50. Erik P. Gilje & Jerome P. Taillard, 2016. "Do Private Firms Invest Differently than Public Firms? Taking Cues from the Natural Gas Industry," Journal of Finance, American Finance Association, vol. 71(4), pages 1733-1778, August.
    51. Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881, September.
    52. Adriano A. Rampini & S. Viswanathan, 2010. "Collateral, Risk Management, and the Distribution of Debt Capacity," Journal of Finance, American Finance Association, vol. 65(6), pages 2293-2322, December.
    53. Berg, Gunhild & Schrader, Jan, 2012. "Access to credit, natural disasters, and relationship lending," Journal of Financial Intermediation, Elsevier, vol. 21(4), pages 549-568.
    54. Nance, Deana R & Smith, Clifford W, Jr & Smithson, Charles W, 1993. "On the Determinants of Corporate Hedging," Journal of Finance, American Finance Association, vol. 48(1), pages 267-284, March.
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    2. In Hwan Jo & Tatsuro Senga, 2019. "Aggregate Consequences of Credit Subsidy Policies: Firm Dynamics and Misallocation," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 32, pages 68-93, April.
    3. Bertrand, Jean-Louis & Parnaudeau, Miia, 2019. "Understanding the economic effects of abnormal weather to mitigate the risk of business failures," Journal of Business Research, Elsevier, vol. 98(C), pages 391-402.
    4. In Hwan Jo & Tatsuro Senga, 2019. "Aggregate Consequences of Credit Subsidy Policies: Firm Dynamics and Misallocation," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 32, pages 68-93, April.
    5. In Hwan Jo & Tatsuro Senga, 2016. "Firm Dynamics, Misallocation and Targeted Policies," Working Papers 809, Queen Mary University of London, School of Economics and Finance.
    6. Heidi Quah & Janto Haman & Dharmendra Naidu, 2021. "The effect of stock liquidity on investment efficiency under financing constraints and asymmetric information: Evidence from the United States," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(S1), pages 2109-2150, April.
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    8. Jutta-Lucia Leis & Stefan Kienberger, 2020. "Climate Risk and Vulnerability Assessment of Floods in Austria: Mapping Homogenous Regions, Hotspots and Typologies," Sustainability, MDPI, vol. 12(16), pages 1-21, August.

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    More about this item

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • G22 - Financial Economics - - Financial Institutions and Services - - - Insurance; Insurance Companies; Actuarial Studies
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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