IDEAS home Printed from https://ideas.repec.org/a/eee/jbfina/v84y2017icp107-122.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378426617301711
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jbankfin.2017.07.011?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    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. 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.
    3. Mr. Udaibir S Das & Richard Podpiera & Nigel Davies, 2003. "Insurance and Issues in Financial Soundness," IMF Working Papers 2003/138, International Monetary Fund.
    4. repec:bla:jfinan:v:43:y:1988:i:1:p:1-19 is not listed on IDEAS
    5. Aunon-Nerin, Daniel & Ehling, Paul, 2008. "Why firms purchase property insurance," Journal of Financial Economics, Elsevier, vol. 90(3), pages 298-312, December.
    6. 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.
    7. Jeffrey Carmichael & Michael Pomerleano, 2002. "The Development and Regulation of Non-Bank Financial Institutions," World Bank Publications - Books, The World Bank Group, number 15236.
    8. 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.
    9. 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.
    10. 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.
    11. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. Claudio Borio & Mathias Drehmann, 2009. "Assessing the risk of banking crises - revisited," BIS Quarterly Review, Bank for International Settlements, March.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. Mr. Garry J. Schinasi, 2006. "Preserving Financial Stability," IMF Economic Issues 2006/002, International Monetary Fund.
    26. 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.
    27. 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.
    28. 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.
    29. Beaver, Wh, 1966. "Financial Ratios As Predictors Of Failure," Journal of Accounting Research, Wiley Blackwell, vol. 4, pages 71-111.
    30. 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.
    31. 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.
    32. 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..
    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. 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.
    35. 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.
    36. Beaver, Wh, 1968. "Market Prices, Financial Ratios, And Prediction Of Failure," Journal of Accounting Research, Wiley Blackwell, vol. 6(2), pages 179-192.
    37. 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.
    38. 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.
    39. 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.
    40. 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.
    41. 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.
    42. Garry J. Schinasi, 2006. "Preserving Financial Stability," IMF Economic Issues 36, International Monetary Fund.
    43. 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.
    44. 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.
    45. 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.
    46. Beaver, Wh, 1966. "Financial Ratios As Predictors Of Failure - Reply," Journal of Accounting Research, Wiley Blackwell, vol. 4, pages 123-127.
    47. 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.
    48. 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.
    49. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Noreen, Uzma, 2020. "The Estimation of Risk Management Efficiency and its Determinants," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 54(1), pages 69-79.
    2. Jassem Alokla & Arief Daynes & Paraskevas Pagas & Panagiotis Tzouvanas, 2023. "Solvency determinants: evidence from the Takaful insurance industry," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 48(4), pages 847-871, October.
    3. Jhonni Sinaga & Adler Haymans Manurung & Nera Marinda Machdar & John Edward Harly Jacob FoEh, 2023. "Internal and External Determinants of Risk Based Capital," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 13(2), pages 1-5.
    4. Sarra Ghaddab & Manel Kacem & Christian Peretti & Lotfi Belkacem, 2023. "Extreme severity modeling using a GLM-GPD combination: application to an excess of loss reinsurance treaty," Empirical Economics, Springer, vol. 65(3), pages 1105-1127, September.
    5. Hoang Tien Nguyen & Ai Ngoc Nhan Le & Quang Thu Luu & Ngoc Thi Thanh Nguyen & Khoa Dang Duong, 2023. "Foreign Ownership, Investor Attention and the Risk-Taking Behavior of Property and Casualty Insurance Firms: Evidence From Vietnam," SAGE Open, , vol. 13(4), pages 21582440231, December.
    6. Ignacio Moreno & Purificación Parrado‐Martínez & Antonio Trujillo‐Ponce, 2020. "Economic crisis and determinants of solvency in the insurance sector: new evidence from Spain," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(3), pages 2965-2994, September.
    7. Tomasz Berent & Radosław Rejman, 2021. "Bankruptcy Prediction with a Doubly Stochastic Poisson Forward Intensity Model and Low-Quality Data," Risks, MDPI, vol. 9(12), pages 1-24, December.
    8. Daniel Attah-Kyei & Charles Andoh & Saint Kuttu, 2023. "Risk, technical efficiency and capital requirements of Ghanaian insurers," Risk Management, Palgrave Macmillan, vol. 25(4), pages 1-27, December.
    9. Laura Chiaramonte & Alberto Dreassi & Andrea Paltrinieri & Stefano Piserà, 2020. "Sustainability Practices and Stability in the Insurance Industry," Sustainability, MDPI, vol. 12(14), pages 1-25, July.
    10. Md. Nur Alam Siddik & Md. Emran Hosen & Md. Firoze Miah & Sajal Kabiraj & Shanmugan Joghee & Swamynathan Ramakrishnan, 2022. "Impacts of Insurers’ Financial Insolvency on Non-Life Insurance Companies’ Profitability: Evidence from Bangladesh," IJFS, MDPI, vol. 10(3), pages 1-15, September.
    11. Karolina Puławska, 2021. "Financial Stability of European Insurance Companies during the COVID-19 Pandemic," JRFM, MDPI, vol. 14(6), pages 1-16, June.
    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.
    13. Barry Sheehan & Christian Humberg & Darren Shannon & Michael Fortmann & Stefan Materne, 2023. "Diversification and Solvency II: the capital effect of portfolio swaps on non-life insurers," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 48(4), pages 872-905, October.
    14. Mario Cerrato & Paolo Coccorese & Xuan Zhang, 2020. "The Informational Content of Default Risk in UK Insurance Firms," Working Papers 2020_06, Business School - Economics, University of Glasgow.
    15. Anggy Renaldo & Unggul Purwohedi & Gatot Nazir Ahmad, 2021. "Determinants of the Risk-Based Capital of Insurance Companies in Indonesia," Oblik i finansi, Institute of Accounting and Finance, issue 3, pages 72-77, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Guglielmo Maria Caporale & Mario Cerrato & Xuan Zhang, 2016. "Analysing the Determinants of Credit Risk for General Insurance Firms in the UK," Discussion Papers of DIW Berlin 1591, DIW Berlin, German Institute for Economic Research.
    2. Mario Cerrato & Paolo Coccorese & Xuan Zhang, 2020. "The Informational Content of Default Risk in UK Insurance Firms," Working Papers 2020_06, Business School - Economics, University of Glasgow.
    3. Zhang, Xuan & Kim, Minjoo & Yan, Cheng & Zhao, Yang, 2024. "Default dependence in the insurance and banking sectors: A copula approach," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
    4. Patrycja Chodnicka -Jaworska & Piotr Jaworski, 2019. "Insurance Companies – What Determinates Their Credit Ratings," Faculty of Management Working Paper Series 52019, University of Warsaw, Faculty of Management.
    5. 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.
    6. Zhang, Xuan & Ouyang, Ruolan & Liu, Ding & Xu, Liao, 2020. "Determinants of corporate default risk in China: The role of financial constraints," Economic Modelling, Elsevier, vol. 92(C), pages 87-98.
    7. Nguyen, Ha, 2023. "An empirical application of Particle Markov Chain Monte Carlo to frailty correlated default models," Journal of Empirical Finance, Elsevier, vol. 72(C), pages 103-121.
    8. Ha Nguyen, 2023. "Particle MCMC in forecasting frailty correlated default models with expert opinion," Papers 2304.11586, arXiv.org, revised Aug 2023.
    9. Zhang, Xuan & Zhao, Yang & Yao, Xiao, 2022. "Forecasting corporate default risk in China," International Journal of Forecasting, Elsevier, vol. 38(3), pages 1054-1070.
    10. Abdelghani Maddi, 2018. "Analyse scientométrique de la crise économique," CEPN Working Papers 2018-08, Centre d'Economie de l'Université de Paris Nord.
    11. Abdelghani Maddi, 2018. "Analyse scientométrique de la crise économique : Courants de pensée, auteurs influents et thématiques," CEPN Working Papers hal-01922256, HAL.
    12. Abdelghani Maddi, 2018. "Analyse scientométrique de la crise économique : Courants de pensée, auteurs influents et thématiques," Working Papers hal-01922256, HAL.
    13. 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.
    14. Trueck, Stefan & Rachev, Svetlozar T., 2008. "Rating Based Modeling of Credit Risk," Elsevier Monographs, Elsevier, edition 1, number 9780123736833.
    15. Giesecke, Kay & Longstaff, Francis A. & Schaefer, Stephen & Strebulaev, Ilya, 2011. "Corporate bond default risk: A 150-year perspective," Journal of Financial Economics, Elsevier, vol. 102(2), pages 233-250.
    16. Ignacio Moreno & Purificación Parrado‐Martínez & Antonio Trujillo‐Ponce, 2020. "Economic crisis and determinants of solvency in the insurance sector: new evidence from Spain," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(3), pages 2965-2994, September.
    17. Musdholifah Musdholifah & Ulil Hartono, 2017. "Assesing Early Warning System Model for Banking Crisis in ASEAN Countries," International Journal of Economics and Financial Issues, Econjournals, vol. 7(4), pages 358-364.
    18. Kamesh Korangi & Christophe Mues & Cristi'an Bravo, 2021. "A transformer-based model for default prediction in mid-cap corporate markets," Papers 2111.09902, arXiv.org, revised Apr 2023.
    19. Caggiano, Giovanni & Calice, Pietro & Leonida, Leone & Kapetanios, George, 2016. "Comparing logit-based early warning systems: Does the duration of systemic banking crises matter?," Journal of Empirical Finance, Elsevier, vol. 37(C), pages 104-116.
    20. Korangi, Kamesh & Mues, Christophe & Bravo, Cristián, 2023. "A transformer-based model for default prediction in mid-cap corporate markets," European Journal of Operational Research, Elsevier, vol. 308(1), pages 306-320.

    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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jbfina:v:84:y:2017:i:c:p:107-122. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jbf .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.