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Investment Commonality across Insurance Companies: Fire Sale Risk and Corporate Yield Spreads

Published online by Cambridge University Press:  23 November 2018

Abstract

Insurance companies often follow highly correlated investment strategies. As major investors in corporate bonds, their investment commonalities subject investors to fire sale risk when regulatory restrictions prompt widespread divestment of a bond following a rating downgrade. Reflective of fire sale risk, the clustering of insurance companies in a bond has significant explanatory power for yield spreads, controlling for liquidity, credit risk, and other factors. The effect of insurer clustering on bond yield spreads is more evident for bonds held to a greater extent by capital-constrained insurance companies, those with ratings closer to National Association of Insurance Commissioners risk categories with larger capital requirements, and during the financial crisis.

Type
Research Article
Copyright
Copyright © Michael G. Foster School of Business, University of Washington 2018 

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Footnotes

1

This paper reflects the views of the authors only and not necessarily those of the Board of Governors, other members of its staff, or the Federal Reserve System. The authors thank Kathleen Hanley (Western Finance Association (WFA) discussant), Rongbing Huang (Financial Management Association (FMA) discussant), Richard Rosen, Paul Schultz (the referee), Jason Wei, participants at the 2017 WFA annual conference, the 2016 FMA annual conference, Bank of International Settlements (BIS) Workshop on Systemic Stress, Investor Behavior, and Market Liquidity, and seminar participants at the University of California at Irvine, the Office of the Comptroller of the Currency, California State Polytechnic University at Pomona, and New Jersey Institute of Technology.

References

Acharya, V.; Biggs, J.; Le, H.; Richardson, M.; and Ryan, S.. “Systemic Risk and the Regulation of Insurance Companies.” In Regulating Wall Street: The Dodd-Frank Act and the New Architecture of Global Finance, Acharya, V., Cooley, T., Richardson, M., and Walter, I., eds. Hoboken, NJ: Wiley (2010), 241301.Google Scholar
Acharya, V.; Philippon, T.; and Richardson, M.. “Measuring Systemic Risk for Insurance Companies.” In The Economics, Regulation, and Systemic Risk of Insurance Markets, Hufeld, F., Koijen, R. S. J., and Thimann, C., eds. Oxford, UK: Oxford University Press (2016), 100123.Google Scholar
Acharya, V., and Richardson, M.. “Is the Insurance Industry Systemically Risky? ” In Modernizing Insurance Regulation, Biggs, J. and Richardson, M., eds. Hoboken, NJ: Wiley (2014), 151179.Google Scholar
Ambrose, B. W.; Cai, N.; and Helwege, J.. “Forced Selling of Fallen Angels.” Journal of Fixed Income, 18 (2008), 7285.Google Scholar
American Academy of Actuaries C1 Work Group “Model Construction and Development of RBC Factors for Fixed Income Securities for the NAIC’s Life Risk-Based Capital Formula.” Available at https://www.naic.org/documents/committees_e_capad_investment_rbc_wg_exposure_academy_bond_factors_report.pdf(2015).Google Scholar
Bao, J.; Pan, J.; and Wang, J.. “The Illiquidity of Corporate Bonds.” Journal of Finance, 66 (2011), 911946.Google Scholar
Becker, B., and Ivashina, V.. “Reaching for Yield in the Bond Market.” Journal of Finance, 70 (2015), 18631902.Google Scholar
Becker, B., and Milbourn, T.. “How Did Increased Competition Affect Credit Ratings?Journal of Financial Economics, 101 (2011), 493514.Google Scholar
Bliss, R. R.Testing Term Structure Estimation Methods.” Advances in Futures and Options Research, 9 (1997), 197231.Google Scholar
Blume, M. E.; Lim, F.; and MacKinlay, A. C.. “The Declining Credit Quality of U.S. Corporate Debt: Myth or Reality?Journal of Finance, 53 (1998), 13891413.Google Scholar
Cai, F.; Han, S.; Li, D.; and Li, Y.. “Institutional Herding and Its Price Impact: Evidence from the Corporate Bond Market.” Journal of Financial Economics, 131 (2019), 139167.Google Scholar
Campbell, J. Y., and Taksler, G. B.. “Equity Volatility and Corporate Bond Yields.” Journal of Finance, 58 (2003), 23212350.Google Scholar
Chen, L.; Lesmond, D. A.; and Wei, J.. “Corporate Yield Spreads and Bond Liquidity.” Journal of Finance, 62 (2007), 119149.Google Scholar
Chiang, C., and Niehaus, G.. “Investment Herding by Life Insurers and Its Impact on Bond Prices.” Working Paper, University of South Carolina (2016).Google Scholar
Collin-Dufresne, P.; Goldstein, R. S.; and Martin, J. S.. “The Determinants of Credit Spread Changes.” Journal of Finance, 56 (2001), 21772207.Google Scholar
Cornaggia, J., and Cornaggia, K. J.. “Estimating the Costs of Issuer-Paid Credit Ratings.” Review of Financial Studies, 26 (2013), 22292269.Google Scholar
Coval, J., and Stafford, E.. “Asset Fire Sales (and Purchases) in Equity Markets.” Journal of Financial Economics, 86 (2007), 479512.Google Scholar
Cummins, D., and Weiss, M.. “Systemic Risk and the U.S. Insurance Sector.” Journal of Risk and Insurance, 81 (2014), 489528.Google Scholar
de Jong, F., and Driessen, J.. “Liquidity Risk Premia in Corporate Bond Markets.” Quarterly Journal of Finance, 2 (2012), 134.Google Scholar
Edwards, A. K.; Harris, L. E.; and Piwowar, M. S.. “Corporate Bond Market Transaction Costs and Transparency.” Journal of Finance, 62 (2007), 14211451.Google Scholar
Ellul, A.; Jotikasthira, C.; and Lundblad, C. T.. “Regulatory Pressure and Fire Sales in the Corporate Bond Market.” Journal of Financial Economics, 101 (2011), 596620.Google Scholar
Elton, E. J.; Gruber, M. J.; Agrawal, D.; and Mann, C.. “Explaining the Rate Spread on Corporate Bonds.” Journal of Finance, 56 (2001), 247277.Google Scholar
Getmansky, M.; Girardi, G.; Hanley, K. W.; Nikolova, S.; and Pelizzon, L.. “Portfolio Similarity and Asset Liquidation in the Insurance Industry.” Working Paper, University of Massachusetts Amherst (2016).Google Scholar
Goldstein, M. A., and Hotchkiss, E. S.. “Dealer Behavior and the Trading of Newly Issued Corporate Bonds.” Working Paper, Boston College (2012).Google Scholar
Griffin, J. M., and Tang, D. Y.. “Did Subjectivity Play a Role in CDO Credit Ratings?Journal of Finance, 67 (2012), 12931328.Google Scholar
Harrington, S.The Financial Crisis, Systemic Risk, and the Future of Insurance Regulation.” Journal of Risk and Insurance, 76 (2009), 785819.Google Scholar
Harrington, S.“Insurance Regulation and the Dodd-Frank Act.” Working Paper, University of Pennsylvania (2011).Google Scholar
Harrington, S.Designation and Supervision of Insurance SIFIs.” In Modernizing Insurance Regulation, Biggs, J. and Richardson, M., eds. Hoboken, NJ: Wiley (2014), 137150.Google Scholar
He, J.; Qian, J.; and Strahan, P. E.. “Are All Ratings Created Equal? The Impact of Issuer Size on the Pricing of Mortgage-Backed Securities.” Journal of Finance, 67 (2012), 20972137.Google Scholar
Huang, J., and Huang, M.. “How Much of the Corporate-Treasury Yield Spread Is Due to Credit Risk?Review of Asset Pricing Studies, 2 (2012), 153202.Google Scholar
Huang, J.; Sun, Z.; Yao, T.; and Yu, T.. “Liquidity Premium in the Eye of the Beholder: An Analysis of the Clientele Effect in the Corporate Bond Market.” Working Paper, Pennsylvania State University (2014).Google Scholar
Jiang, J.; Stanford, M. H.; and Xie, Y.. “Does It Matter Who Pays for Bond Ratings? Historical Evidence.” Journal of Financial Economics, 105 (2012), 607621.Google Scholar
Kedia, S.; Rajgopal, S.; and Zhou, X.. “Did Going Public Impair Moody’s Credit Ratings?Journal of Financial Economics, 114 (2014), 293315.Google Scholar
Kedia, S.; Rajgopal, S.; and Zhou, X.. “Large Shareholders and Credit Ratings.” Journal of Financial Economics, 124 (2017), 632653.Google Scholar
Kisgen, D. J.Credit Ratings and Capital Structure.” Journal of Finance, 61 (2006), 10351072.Google Scholar
Kisgen, D. J., and Strahan, P. E.. “Do Regulations Based on Credit Ratings Affect a Firm’s Cost of Capital?Review of Financial Studies, 23 (2010), 43244347.Google Scholar
Koijen, R. S. J., and Yogo, M.. “The Cost of Financial Frictions for Life Insurers.” American Economic Review, 105 (2015), 445475.Google Scholar
Longstaff, F. A.; Mithal, S.; and Neis, E.. “Corporate Yield Spreads: Default Risk or Liquidity? New Evidence from the Credit Default Swap Market.” Journal of Finance, 60 (2005), 22132253.Google Scholar
Longstaff, F. A., and Schwartz, E. S.. “A Simple Approach to Valuing Risky Fixed and Floating Rate Debt.” Journal of Finance, 50 (1995), 789819.Google Scholar
Manconi, A.; Massa, M.; and Zhang, L.. “Bondholder Concentration and Credit Risk: Evidence from a Natural Experiment.” Review of Finance, 20 (2016), 127159.Google Scholar
Massa, M., and Zhang, L.. “The Spillover Effects of Hurricane Katrina on Corporate Bonds and the Choice between Bank and Bond Financing.” Working Paper, INSEAD (2011).Google Scholar
Mathis, J.; McAndrews, J.; and Rochet, J.. “Rating the Raters: Are Reputation Concerns Powerful Enough to Discipline Rating Agencies?Journal of Monetary Economics, 56 (2009), 657674.Google Scholar
Nelson, C. R., and Siegel, A. F.. “Parsimonious Modeling of Yield Curves.” Journal of Business, 60 (1987), 473489.Google Scholar
Opp, C. C.; Opp, M. M.; and Harris, M.. “Rating Agencies in the Face of Regulation.” Journal of Financial Economics, 108 (2013), 4661.Google Scholar
Paulson, A.; Plestis, T.; Rosen, R.; McMenamin, R.; and Mohey-Deen, Z.. “Assessing the Vulnerability of the U.S. Life Insurance Industry.” In Modernizing Insurance Regulation, Biggs, J. and Richardson, M., eds. Hoboken, NJ: Wiley (2014), 6183.Google Scholar
Schwarcz, D., and Schwarcz, S. L.. “Regulating Systemic Risk in Insurance.” In University of Chicago Law Review, Vol. 81, (2014), 15691640.Google Scholar
Shleifer, A., and Vishny, R.. “Liquidation Values and Debt Capacity: A Market Equilibrium Approach.” Journal of Finance, 47 (1992), 13431366.Google Scholar
Shleifer, A., and Vishny, R.. “Fire Sales in Finance and Macroeconomics.” Journal of Economic Perspectives, 25 (2011), 2948.Google Scholar
Staiger, D., and Stock, J.. “Instrumental Variables Regression with Weak Instruments.” Econometrica, 65 (1997), 557586.Google Scholar
Tyler, R., and Hornig, K.. “Reflections on State Regulation: A Lesson of the Economic Turmoil of 2007–2009.” Journal of Business & Technology Law, 4 (2009), 349370.Google Scholar