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Analysing the determinants of insolvency risk for general insurance firms in the UK

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  • Caporale, Guglielmo Maria
  • Cerrato, Mario
  • Zhang, Xuan

Abstract

This paper estimates a reduced-form model to assess the insolvency risk of General Insurance (GI) firms in the UK. In comparison to earlier studies, it uses a much larger sample including 30 years of data for 515 firms, and also considers a much wider set of possible determinants of insolvency risk. The empirical results suggest that macroeconomic and firm-specific factors both play important roles. Other key findings are the following: insolvency risk varies across firms depending on their business lines; there is default clustering in the GI industry; different reinsurance levels also affect the insolvency risk of insurance firms. The implications of these findings for regulators of GI firms under the newly launched Solvency II are discussed.

Suggested Citation

  • Caporale, Guglielmo Maria & Cerrato, Mario & Zhang, Xuan, 2017. "Analysing the determinants of insolvency risk for general insurance firms in the UK," Journal of Banking & Finance, Elsevier, vol. 84(C), pages 107-122.
  • Handle: RePEc:eee:jbfina:v:84:y:2017:i:c:p:107-122
    DOI: 10.1016/j.jbankfin.2017.07.011
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    as
    1. Duffie, Darrell & Saita, Leandro & Wang, Ke, 2007. "Multi-period corporate default prediction with stochastic covariates," Journal of Financial Economics, Elsevier, vol. 83(3), pages 635-665, March.
    2. Jeffrey Carmichael & Michael Pomerleano, 2002. "The Development and Regulation of Non-Bank Financial Institutions," World Bank Publications - Books, The World Bank Group, number 15236.
    3. Faisal Baluch & Stanley Mutenga & Chris Parsons, 2011. "Insurance, Systemic Risk and the Financial Crisis," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 36(1), pages 126-163, January.
    4. Drehmann, Mathias & Juselius, Mikael, 2014. "Evaluating early warning indicators of banking crises: Satisfying policy requirements," International Journal of Forecasting, Elsevier, vol. 30(3), pages 759-780.
    5. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    6. Jin-Chuan Duan & Weimin Miao, 2016. "Default Correlations and Large-Portfolio Credit Analysis," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 34(4), pages 536-546, October.
    7. Jesse Rothstein, 2011. "Unemployment Insurance and Job Search in the Great Recession," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(2 (Fall)), pages 143-213.
    8. Robert A. Jarrow & Stuart M. Turnbull, 2008. "Pricing Derivatives on Financial Securities Subject to Credit Risk," World Scientific Book Chapters, in: Financial Derivatives Pricing Selected Works of Robert Jarrow, chapter 17, pages 377-409, World Scientific Publishing Co. Pte. Ltd..
    9. Upreti, Vineet & Adams, Mike, 2015. "The strategic role of reinsurance in the United Kingdom’s (UK) non-life insurance market," Journal of Banking & Finance, Elsevier, vol. 61(C), pages 206-219.
    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. Beaver, Wh, 1966. "Financial Ratios As Predictors Of Failure - Reply," Journal of Accounting Research, Wiley Blackwell, vol. 4, pages 123-127.
    12. Sanjiv R. Das & Darrell Duffie & Nikunj Kapadia & Leandro Saita, 2007. "Common Failings: How Corporate Defaults Are Correlated," Journal of Finance, American Finance Association, vol. 62(1), pages 93-117, February.
    13. Harrington, Scott E. & Niehaus, Greg, 2003. "Capital, corporate income taxes, and catastrophe insurance," Journal of Financial Intermediation, Elsevier, vol. 12(4), pages 365-389, October.
    14. Mr. Udaibir S Das & Richard Podpiera & Nigel Davies, 2003. "Insurance and Issues in Financial Soundness," IMF Working Papers 2003/138, International Monetary Fund.
    15. Scott E. Harrington, 2009. "The Financial Crisis, Systemic Risk, and the Future of Insurance Regulation," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 76(4), pages 785-819, December.
    16. Barrell, Ray & Davis, E. Philip & Karim, Dilruba & Liadze, Iana, 2010. "Bank regulation, property prices and early warning systems for banking crises in OECD countries," Journal of Banking & Finance, Elsevier, vol. 34(9), pages 2255-2264, September.
    17. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    18. 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.
    19. Doherty, N A & Tinic, S M, 1981. "Reinsurance under Conditions of Capital Market Equilibrium: A Note," Journal of Finance, American Finance Association, vol. 36(4), pages 949-953, September.
    20. Beaver, Wh, 1966. "Financial Ratios As Predictors Of Failure," Journal of Accounting Research, Wiley Blackwell, vol. 4, pages 71-111.
    21. Moritz Schularick & Alan M. Taylor, 2012. "Credit Booms Gone Bust: Monetary Policy, Leverage Cycles, and Financial Crises, 1870-2008," American Economic Review, American Economic Association, vol. 102(2), pages 1029-1061, April.
    22. Murray Z. Frank & Vidhan K. Goyal, 2009. "Capital Structure Decisions: Which Factors Are Reliably Important?," Financial Management, Financial Management Association International, vol. 38(1), pages 1-37, March.
    23. Billie Ann Brotman, 1989. "The Reliability of Best's Insurer Ratings Using Financial Information Published in the Annual Report," Journal of Insurance Issues, Western Risk and Insurance Association, vol. 12(1), pages 58-70.
    24. Adams, Mike & Jiang, Wei, 2016. "Do outside directors influence the financial performance of risk-trading firms? Evidence from the United Kingdom (UK) insurance industry," Journal of Banking & Finance, Elsevier, vol. 64(C), pages 36-51.
    25. Duan, Jin-Chuan & Sun, Jie & Wang, Tao, 2012. "Multiperiod corporate default prediction—A forward intensity approach," Journal of Econometrics, Elsevier, vol. 170(1), pages 191-209.
    26. Lee, Chien-Chiang & Lin, Chun-Wei & Zeng, Jhih-Hong, 2016. "Financial liberalization, insurance market, and the likelihood of financial crises," Journal of International Money and Finance, Elsevier, vol. 62(C), pages 25-51.
    27. Duffie, Darrell & Singleton, Kenneth J, 1999. "Modeling Term Structures of Defaultable Bonds," The Review of Financial Studies, Society for Financial Studies, vol. 12(4), pages 687-720.
    28. Aunon-Nerin, Daniel & Ehling, Paul, 2008. "Why firms purchase property insurance," Journal of Financial Economics, Elsevier, vol. 90(3), pages 298-312, December.
    29. 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.
    30. Mike Adams & Bruce Burton & Philip Hardwick, 2003. "The Determinants of Credit Ratings in the United Kingdom Insurance Industry," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(3-4), pages 539-572.
    31. Yung‐Ming Shiu, 2011. "Reinsurance and Capital Structure: Evidence From the United Kingdom Non‐Life Insurance Industry," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 78(2), pages 475-494, June.
    32. Raja Bouzluita & Arthur J. Young, 1998. "A Probit Analysis of Best Ratings," Journal of Insurance Issues, Western Risk and Insurance Association, vol. 21(1), pages 23-34.
    33. Berger, Lawrence A & Cummins, J David & Tennyson, Sharon, 1992. "Reinsurance and the Liability Insurance Crisis," Journal of Risk and Uncertainty, Springer, vol. 5(3), pages 253-272, July.
    34. Jean-Claude Trichet, 2005. "Financial Stability and the Insurance Sector*," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 30(1), pages 65-71, January.
    35. Yung-Ming Shiu, 2007. "An empirical investigation on derivatives usage: evidence from the United Kingdom general insurance industry," Applied Economics Letters, Taylor & Francis Journals, vol. 14(5), pages 353-360.
    36. repec:bla:jfinan:v:43:y:1988:i:1:p:1-19 is not listed on IDEAS
    37. Claudio Borio & Mathias Drehmann, 2009. "Assessing the risk of banking crises - revisited," BIS Quarterly Review, Bank for International Settlements, March.
    38. Maurice Kugler & Reza Ofoghi, 2005. "Does Insurance Promote Economic Growth? Evidence from the UK," Money Macro and Finance (MMF) Research Group Conference 2005 8, Money Macro and Finance Research Group.
    39. Mike Adams & Bruce Burton & Philip Hardwick, 2003. "The Determinants of Credit Ratings in the United Kingdom Insurance Industry," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(3‐4), pages 539-572, April.
    40. Mr. Garry J. Schinasi, 2006. "Preserving Financial Stability," IMF Economic Issues 2006/002, International Monetary Fund.
    41. Lee, Chien-Chiang & Chang, Chi-Hung, 2015. "Financial policy and insurance development: Do financial reforms matter and how?," International Review of Economics & Finance, Elsevier, vol. 38(C), pages 258-278.
    42. Tim Adam & Sudipto Dasgupta & Sheridan Titman, 2007. "Financial Constraints, Competition, and Hedging in Industry Equilibrium," Journal of Finance, American Finance Association, vol. 62(5), pages 2445-2473, October.
    43. Beaver, Wh, 1968. "Market Prices, Financial Ratios, And Prediction Of Failure," Journal of Accounting Research, Wiley Blackwell, vol. 6(2), pages 179-192.
    44. Steven W. Pottier, 1997. "Life Insurer Risk Characteristics and the Rating Process," Journal of Insurance Issues, Western Risk and Insurance Association, vol. 20(2), pages 111-130.
    45. Garry J. Schinasi, 2006. "Preserving Financial Stability," IMF Economic Issues 36, International Monetary Fund.
    46. Axel P Lehmann & Daniel M Hofmann, 2010. "Lessons Learned from the Financial Crisis for Risk Management: Contrasting Developments in Insurance and Banking," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 35(1), pages 63-78, January.
    47. Lee, Chien-Chiang, 2013. "Insurance And Real Output: The Key Role Of Banking Activities," Macroeconomic Dynamics, Cambridge University Press, vol. 17(2), pages 235-260, March.
    48. Asli Demirgüç-Kunt & Enrica Detragiache, 1998. "The Determinants of Banking Crises in Developing and Developed Countries," IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 81-109, March.
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    12. Yousef Abdel Latif Abdel Jawad & Issam Ayyash, 2019. "Determinants of the Solvency of Insurance Companies in Palestine," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 10(6), pages 188-195, October.
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    More about this item

    Keywords

    Insolvency; Doubly stochastic poisson process; Insurance; Reinsurance;
    All these keywords.

    JEL classification:

    • G22 - Financial Economics - - Financial Institutions and Services - - - Insurance; Insurance Companies; Actuarial Studies
    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics

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