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Impact of Covid-19 on corporate solvency and possible policy responses in the EU

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  • Mirza, Nawazish
  • Rahat, Birjees
  • Naqvi, Bushra
  • Rizvi, Syed Kumail Abbas

Abstract

The massive contagion of new coronavirus (Covid-19) has disrupted many businesses across the European Union. This has resulted in an immense drag on the revenues and cash flows that may lead to a significant increase in corporate bankruptcies. In this paper, we investigate the impact of Covid-19 on the solvency profile of the firms in the EU member states. We introduce multiple stress scenarios on the non-financial listed firms and report a progressive increase in the probability of default, an increase of debt payback, and declining coverages. Our results indicate that the solvency profile of all firms deteriorates. The manufacturing, mining, and retail sector are most vulnerable to a decline in market capitalization and a reduction in sales revenues. The paper also examines the possible policy interventions to sustain solvency at a pre Covid-19 level. Our findings suggest that for a moderate deterioration in economic conditions, a tax deferral is sufficient. However, in the event of exacerbating business shocks, there should be hybrid support through debt and equity to avoid a meltdown. This study has important implications for policymakers, corporate managers, and creditors.

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  • Mirza, Nawazish & Rahat, Birjees & Naqvi, Bushra & Rizvi, Syed Kumail Abbas, 2023. "Impact of Covid-19 on corporate solvency and possible policy responses in the EU," The Quarterly Review of Economics and Finance, Elsevier, vol. 87(C), pages 181-190.
  • Handle: RePEc:eee:quaeco:v:87:y:2023:i:c:p:181-190
    DOI: 10.1016/j.qref.2020.09.002
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    as
    1. Brogaard, Jonathan & Li, Dan & Xia, Ying, 2017. "Stock liquidity and default risk," Journal of Financial Economics, Elsevier, vol. 124(3), pages 486-502.
    2. Emirmahmutoglu, Furkan & Omay, Tolga, 2014. "Reexamining the PPP hypothesis: A nonlinear asymmetric heterogeneous panel unit root test," Economic Modelling, Elsevier, vol. 40(C), pages 184-190.
    3. Mselmi, Nada & Hamza, Taher & Lahiani, Amine & Shahbaz, Muhammad, 2019. "Pricing corporate financial distress: Empirical evidence from the French stock market," Journal of International Money and Finance, Elsevier, vol. 96(C), pages 13-27.
    4. Brei, Michael & Mohan, Preeya & Strobl, Eric, 2019. "The impact of natural disasters on the banking sector: Evidence from hurricane strikes in the Caribbean," The Quarterly Review of Economics and Finance, Elsevier, vol. 72(C), pages 232-239.
    5. Sakiru Adebola Solarin & Muhammad Shahbaz & Chris Stewart, 2018. "Is the consumption-income ratio stationary in African countries? Evidence from new time series tests that allow for structural breaks," Applied Economics, Taylor & Francis Journals, vol. 50(38), pages 4122-4136, August.
    6. Edward I. Altman, 2018. "Applications of Distress Prediction Models: What Have We Learned After 50 Years from the Z-Score Models?," IJFS, MDPI, vol. 6(3), pages 1-15, August.
    7. Tolga Omay & Muhammed Shahbaz & Mubariz Hasanov, 2020. "Testing PPP hypothesis under temporary structural breaks and asymmetric dynamic adjustments," Applied Economics, Taylor & Francis Journals, vol. 52(32), pages 3479-3497, June.
    8. Park, Jin, 2019. "Financial constraints and the cash flow sensitivities of external financing: Evidence from Korea," Research in International Business and Finance, Elsevier, vol. 49(C), pages 241-250.
    9. Naqvi, Bushra & Rizvi, S.K.A. & Uqaili, Hina Ahmed & Chaudhry, S.M., 2018. "What enables Islamic banks to contribute in global financial reintermediation?," Pacific-Basin Finance Journal, Elsevier, vol. 52(C), pages 5-25.
    10. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    11. Uchida, Hirofumi & Miyakawa, Daisuke & Hosono, Kaoru & Ono, Arito & Uchino, Taisuke & Uesugi, Iichiro, 2015. "Financial shocks, bankruptcy, and natural selection," Japan and the World Economy, Elsevier, vol. 36(C), pages 123-135.
    12. Duan, Jin-Chuan & Kim, Baeho & Kim, Woojin & Shin, Donghwa, 2018. "Default probabilities of privately held firms," Journal of Banking & Finance, Elsevier, vol. 94(C), pages 235-250.
    13. Ghulam, Yaseen & Derber, Julian, 2018. "Determinants of sovereign defaults," The Quarterly Review of Economics and Finance, Elsevier, vol. 69(C), pages 43-55.
    14. Grundke, Peter & Kühn, André, 2020. "The impact of the Basel III liquidity ratios on banks: Evidence from a simulation study," The Quarterly Review of Economics and Finance, Elsevier, vol. 75(C), pages 167-190.
    15. Jean-Loup, Soula, 2017. "Measuring heterogeneity in bank liquidity risk: Who are the winners and losers?," The Quarterly Review of Economics and Finance, Elsevier, vol. 66(C), pages 302-313.
    16. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    17. Goodell, John W. & Huynh, Toan Luu Duc, 2020. "Did Congress trade ahead? Considering the reaction of US industries to COVID-19," Finance Research Letters, Elsevier, vol. 36(C).
    18. Furkan Emirmahmutoglu & Rangan Gupta & Stephen M. Miller & Tolga Omay, 2020. "Is real per capita state personal income stationary? New nonlinear, asymmetric panel‐data evidence," Bulletin of Economic Research, Wiley Blackwell, vol. 72(1), pages 50-62, January.
    19. Schell, Daniel & Wang, Mei & Huynh, Toan Luu Duc, 2020. "This time is indeed different: A study on global market reactions to public health crisis," Journal of Behavioral and Experimental Finance, Elsevier, vol. 27(C).
    20. Busch, Ramona & Koziol, Philipp & Mitrovic, Marc, 2018. "Many a little makes a mickle: Stress testing small and medium-sized German banks," The Quarterly Review of Economics and Finance, Elsevier, vol. 68(C), pages 237-253.
    21. Keefe, Michael O'Connor & Yaghoubi, Mona, 2016. "The influence of cash flow volatility on capital structure and the use of debt of different maturities," Journal of Corporate Finance, Elsevier, vol. 38(C), pages 18-36.
    22. Shahbaz, Muhammad & Tahir, Mohammad Iqbal & Ali, Imran & Rehman, Ijaz Ur, 2014. "Is gold investment a hedge against inflation in Pakistan? A co-integration and causality analysis in the presence of structural breaks," The North American Journal of Economics and Finance, Elsevier, vol. 28(C), pages 190-205.
    23. Li, Xiafei & Luo, Di, 2019. "Financial constraints, stock liquidity, and stock returns," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 63(C).
    24. Diego Romero-Ávila, 2012. "Multiple trend shifts and unit roots in US state income levels: implications for long-run growth," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 48(3), pages 641-661, June.
    25. Naeem, Muhammad & Tiwari, Aviral Kumar & Mubashra, Sana & Shahbaz, Muhammad, 2019. "Modeling volatility of precious metals markets by using regime-switching GARCH models," Resources Policy, Elsevier, vol. 64(C).
    26. Sami Attaoui & Patrice Poncet, 2013. "Capital Structure and Debt Priority," Financial Management, Financial Management Association International, vol. 42(4), pages 737-775, December.
    27. Nasir, Muhammad Ali & Al-Emadi, Ahmed Abdulsalam & Shahbaz, Muhammad & Hammoudeh, Shawkat, 2019. "Importance of oil shocks and the GCC macroeconomy: A structural VAR analysis," Resources Policy, Elsevier, vol. 61(C), pages 166-179.
    28. Korol, Tomasz, 2013. "Early warning models against bankruptcy risk for Central European and Latin American enterprises," Economic Modelling, Elsevier, vol. 31(C), pages 22-30.
    29. Hernandez Tinoco, Mario & Wilson, Nick, 2013. "Financial distress and bankruptcy prediction among listed companies using accounting, market and macroeconomic variables," International Review of Financial Analysis, Elsevier, vol. 30(C), pages 394-419.
    30. Ucar, Nuri & Omay, Tolga, 2009. "Testing for unit root in nonlinear heterogeneous panels," Economics Letters, Elsevier, vol. 104(1), pages 5-8, July.
    31. Drobetz, Wolfgang & Haller, Rebekka & Meier, Iwan & Tarhan, Vefa, 2017. "The impact of liquidity crises on cash flow sensitivities," The Quarterly Review of Economics and Finance, Elsevier, vol. 66(C), pages 225-239.
    32. Lin, Hsiou-Wei William & Lo, Huai-Chun & Wu, Ruei-Shian, 2016. "Modeling default prediction with earnings management," Pacific-Basin Finance Journal, Elsevier, vol. 40(PB), pages 306-322.
    33. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    34. Ohlson, Ja, 1980. "Financial Ratios And The Probabilistic Prediction Of Bankruptcy," Journal of Accounting Research, Wiley Blackwell, vol. 18(1), pages 109-131.
    35. Syed Kumail Abbas Rizvi & Nawazish Mirza & Bushra Naqvi & Birjees Rahat, 2020. "Covid-19 and asset management in EU: a preliminary assessment of performance and investment styles," Journal of Asset Management, Palgrave Macmillan, vol. 21(4), pages 281-291, July.
    36. Muhammad Shahbaz & Ijaz Ur Rehman & Talat Afza, 2016. "Macroeconomic determinants of stock market capitalization in an emerging market: fresh evidence from cointegration with unknown structural breaks," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 9(1), pages 75-99, March.
    37. Denzler, Stefan M. & Dacorogna, Michel M. & Muller, Ulrich A. & McNeil, Alexander J., 2006. "From default probabilities to credit spreads: Credit risk models do explain market prices," Finance Research Letters, Elsevier, vol. 3(2), pages 79-95, June.
    38. Corbet, Shaen & Larkin, Charles & Lucey, Brian, 2020. "The contagion effects of the COVID-19 pandemic: Evidence from gold and cryptocurrencies," Finance Research Letters, Elsevier, vol. 35(C).
    39. Harris, Christopher & Roark, Scott, 2019. "Cash flow risk and capital structure decisions," Finance Research Letters, Elsevier, vol. 29(C), pages 393-397.
    40. Sharif, Arshian & Aloui, Chaker & Yarovaya, Larisa, 2020. "COVID-19 pandemic, oil prices, stock market, geopolitical risk and policy uncertainty nexus in the US economy: Fresh evidence from the wavelet-based approach," International Review of Financial Analysis, Elsevier, vol. 70(C).
    41. Maria Vassalou & Yuhang Xing, 2004. "Default Risk in Equity Returns," Journal of Finance, American Finance Association, vol. 59(2), pages 831-868, April.
    42. Ayesha Afzal & Nawazish Mirza, 2012. "Interest Rate Spreads in an Emerging Economy: The Case of Pakistan’s Commercial Banking Sector," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 25(4), pages 987-1004, January.
    43. Kosuke Imai & In Song Kim, 2019. "When Should We Use Unit Fixed Effects Regression Models for Causal Inference with Longitudinal Data?," American Journal of Political Science, John Wiley & Sons, vol. 63(2), pages 467-490, April.
    44. Afik, Zvika & Arad, Ohad & Galil, Koresh, 2016. "Using Merton model for default prediction: An empirical assessment of selected alternatives," Journal of Empirical Finance, Elsevier, vol. 35(C), pages 43-67.
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    2. Dai, Zhifeng & Luo, Zhuang & Liu, Chang, 2023. "Dynamic volatility spillovers and investment strategies between crude oil, new energy, and resource related sectors," Resources Policy, Elsevier, vol. 83(C).

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    More about this item

    Keywords

    Solvency; Coronavirus; Probability of default; Cash flows;
    All these keywords.

    JEL classification:

    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation

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