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Government responses, business continuity, and management sentiment: Impact on debt financing during COVID-19

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  • Gopalakrishnan, Balagopal
  • Jacob, Joshy
  • Mohapatra, Sanket

Abstract

We examine how the government responses, amenability to remote working, and managerial outlook associated with COVID-19 influence debt financing by firms around the world. We find that the propensity and the amount of loan financing by firms is higher with greater stringency of lockdowns. Firms’ debt raising during the pandemic is also influenced by the work-from-home amenability of industries. We find that firms with greater reliance on customer interaction have a higher propensity for debt financing at the onset of the pandemic, indicative of their heightened need for liquidity. The propensity for bond financing is higher for firms that have a higher degree of exposure to the pandemic. In contrast, firms that hold a positive sentiment about the impact of the pandemic are less likely to raise debt financing. Our key results are largely robust to the effects of quantitative easing by the major central banks. The study deepens the understanding of the heterogeneous impact of the pandemic on debt financing on account of various country-, industry-, and firm-level factors.

Suggested Citation

  • Gopalakrishnan, Balagopal & Jacob, Joshy & Mohapatra, Sanket, 2021. "Government responses, business continuity, and management sentiment: Impact on debt financing during COVID-19," IIMA Working Papers WP 2021-04-03, Indian Institute of Management Ahmedabad, Research and Publication Department.
  • Handle: RePEc:iim:iimawp:14653
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    File URL: https://www.iima.ac.in/sites/default/files/rnpfiles/2939537012021-04-03.pdf
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    1. Giannetti, Mariassunta & Laeven, Luc, 2012. "The flight home effect: Evidence from the syndicated loan market during financial crises," Journal of Financial Economics, Elsevier, vol. 104(1), pages 23-43.
    2. Arteta, Carlos & Hale, Galina, 2008. "Sovereign debt crises and credit to the private sector," Journal of International Economics, Elsevier, vol. 74(1), pages 53-69, January.
    3. Michael Halling & Jin Yu & Josef Zechner, 2020. "How Did COVID-19 Affect Firms’ Access to Public Capital Markets?," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 501-533.
    4. Mahyar Kargar & Benjamin Lester & David Lindsay & Shuo Liu & Pierre-Olivier Weill & Diego Zúñiga, 2021. "Corporate Bond Liquidity during the COVID-19 Crisis [The day coronavirus nearly broke the financial markets]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5352-5401.
    5. Michael Halling & Jin Yu & Josef Zechner, 0. "How Did COVID-19 Affect Firms’ Access to Public Capital Markets?," Review of Corporate Finance Studies, Oxford University Press, vol. 9(3), pages 501-533.
    6. Lei Li & Philip E Strahan & Song Zhang, 0. "Banks as Lenders of First Resort: Evidence from the COVID-19 Crisis," Review of Corporate Finance Studies, Oxford University Press, vol. 9(3), pages 472-500.
    7. Antonio Falato & Itay Goldstein & Ali Hortaçsu, 2020. "Financial Fragility in the COVID-19 Crisis: The Case of Investment Funds in Corporate Bond Markets," Working Papers 2020-98, Becker Friedman Institute for Research In Economics.
    8. Falato, Antonio & Goldstein, Itay & Hortaçsu, Ali, 2021. "Financial fragility in the COVID-19 crisis: The case of investment funds in corporate bond markets," Journal of Monetary Economics, Elsevier, vol. 123(C), pages 35-52.
    9. Lei Li & Philip E. Strahan & Song Zhang, 2020. "Banks as Lenders of First Resort: Evidence from the COVID-19 Crisis," NBER Working Papers 27256, National Bureau of Economic Research, Inc.
    10. Dingel, Jonathan I. & Neiman, Brent, 2020. "How many jobs can be done at home?," Journal of Public Economics, Elsevier, vol. 189(C).
    11. Demirguc-Kunt,Asli & Lokshin,Michael M. & Torre,Ivan, 2020. "The Sooner, the Better : The Early Economic Impact of Non-Pharmaceutical Interventions during the COVID-19 Pandemic," Policy Research Working Paper Series 9257, The World Bank.
    12. Todd A. Gormley & David A. Matsa, 2014. "Common Errors: How to (and Not to) Control for Unobserved Heterogeneity," The Review of Financial Studies, Society for Financial Studies, vol. 27(2), pages 617-661.
    13. Scott R. Baker & Nicholas Bloom & Steven J. Davis & Stephen J. Terry, 2020. "COVID-Induced Economic Uncertainty," NBER Working Papers 26983, National Bureau of Economic Research, Inc.
    14. Pagano, Marco & Wagner, Christian & Zechner, Josef, 2023. "Disaster resilience and asset prices," Journal of Financial Economics, Elsevier, vol. 150(2).
    15. Heitor Almeida & Murillo Campello & Michael S. Weisbach, 2004. "The Cash Flow Sensitivity of Cash," Journal of Finance, American Finance Association, vol. 59(4), pages 1777-1804, August.
    16. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    17. David J. Denis & Valeriy Sibilkov, 2010. "Financial Constraints, Investment, and the Value of Cash Holdings," The Review of Financial Studies, Society for Financial Studies, vol. 23(1), pages 247-269, January.
    18. Jarrad Harford & Sandy Klasa & William F. Maxwell, 2014. "Refinancing Risk and Cash Holdings," Journal of Finance, American Finance Association, vol. 69(3), pages 975-1012, June.
    19. Francis, Johanna L. & Aykut, Dilek & Tereanu, Eugen, 2014. "The cost of private debt over the credit cycle," Journal of International Money and Finance, Elsevier, vol. 41(C), pages 146-181.
    20. Viral V Acharya & Sascha Steffen, 0. "The Risk of Being a Fallen Angel and the Corporate Dash for Cash in the Midst of COVID," Review of Corporate Finance Studies, Oxford University Press, vol. 9(3), pages 430-471.
    21. Chava, Sudheer & Purnanandam, Amiyatosh, 2011. "The effect of banking crisis on bank-dependent borrowers," Journal of Financial Economics, Elsevier, vol. 99(1), pages 116-135, January.
    22. Hassan, Tarek & Hollander, Stephan & van Lent, Laurence & Schwedeler, Markus & Tahoun, Ahmed, 2020. "Firm-Level Exposure to Epidemic Diseases: Covid-19, SARS, and H1N1," CEPR Discussion Papers 14573, C.E.P.R. Discussion Papers.
    23. Campello, Murillo & Graham, John R. & Harvey, Campbell R., 2010. "The real effects of financial constraints: Evidence from a financial crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 470-487, September.
    24. Miklós Koren & Rita Pető, 2020. "Business disruptions from social distancing," PLOS ONE, Public Library of Science, vol. 15(9), pages 1-14, September.
    25. Lei Li & Philip E Strahan & Song Zhang, 2020. "Banks as Lenders of First Resort: Evidence from the COVID-19 Crisis," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 472-500.
    26. Denis, David J. & Mihov, Vassil T., 2003. "The choice among bank debt, non-bank private debt, and public debt: evidence from new corporate borrowings," Journal of Financial Economics, Elsevier, vol. 70(1), pages 3-28, October.
    27. Dick-Nielsen, Jens & Feldhütter, Peter & Lando, David, 2012. "Corporate bond liquidity before and after the onset of the subprime crisis," Journal of Financial Economics, Elsevier, vol. 103(3), pages 471-492.
    28. Michael Faulkender & Rong Wang, 2006. "Corporate Financial Policy and the Value of Cash," Journal of Finance, American Finance Association, vol. 61(4), pages 1957-1990, August.
    29. Ivashina, Victoria & Scharfstein, David, 2010. "Bank lending during the financial crisis of 2008," Journal of Financial Economics, Elsevier, vol. 97(3), pages 319-338, September.
    30. Viral V Acharya & Sascha Steffen, 2020. "The Risk of Being a Fallen Angel and the Corporate Dash for Cash in the Midst of COVID," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 430-471.
    31. Demir, Ender & Danisman, Gamze Ozturk, 2021. "Banking sector reactions to COVID-19: The role of bank-specific factors and government policy responses," Research in International Business and Finance, Elsevier, vol. 58(C).
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