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The Role of Financial Conditions in Portfolio Choices: The Case of Insurers

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  • Shan Ge
  • Michael S. Weisbach

Abstract

Many institutional investors depend on the returns they generate to fund their operations and liabilities. How do these investors’ financial conditions affect the management of their portfolios? We address this issue using the insurance industry because insurers are large investors for which detailed portfolio data are available, and can face financial shocks from exogenous weather events that help us establish causality. Among corporate bonds, for which we can control for regulatory treatment, results suggest that when Property & Casualty (P&C) insurers become more constrained due to operating losses, they shift towards safer bonds. The effect of losses on allocations is likely to be causal since it holds when instrumenting for losses with weather shocks. The change in allocations following losses is larger for smaller or worse-rated insurers and during the financial crisis, suggesting that the shift toward safer securities is driven by concerns about financial flexibility. The results highlight the importance of financial conditions in institutional investors’ portfolio decisions.

Suggested Citation

  • Shan Ge & Michael S. Weisbach, 2019. "The Role of Financial Conditions in Portfolio Choices: The Case of Insurers," NBER Working Papers 25677, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:25677
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    1. Ralph S. J. Koijen & Motohiro Yogo, 2015. "The Cost of Financial Frictions for Life Insurers," American Economic Review, American Economic Association, vol. 105(1), pages 445-475, January.
    2. Cortés, Kristle Romero & Strahan, Philip E., 2017. "Tracing out capital flows: How financially integrated banks respond to natural disasters," Journal of Financial Economics, Elsevier, vol. 125(1), pages 182-199.
    3. Ricardo J. Caballero & Arvind Krishnamurthy, 2008. "Collective Risk Management in a Flight to Quality Episode," Journal of Finance, American Finance Association, vol. 63(5), pages 2195-2230, October.
    4. Duchin, Ran & Sosyura, Denis, 2014. "Safer ratios, riskier portfolios: Banks׳ response to government aid," Journal of Financial Economics, Elsevier, vol. 113(1), pages 1-28.
    5. Mayers, David & Smith, Clifford Jr., 1986. "Ownership structure and control : The mutualization of stock life insurance companies," Journal of Financial Economics, Elsevier, vol. 16(1), pages 73-98, May.
    6. Fama, Eugene F & Jensen, Michael C, 1983. "Agency Problems and Residual Claims," Journal of Law and Economics, University of Chicago Press, vol. 26(2), pages 327-349, June.
    7. Heitor Almeida & Murillo Campello & Igor Cunha & Michael S. Weisbach, 2014. "Corporate Liquidity Management: A Conceptual Framework and Survey," Annual Review of Financial Economics, Annual Reviews, vol. 6(1), pages 135-162, December.
    8. Erik P. Gilje, 2016. "Do Firms Engage in Risk-Shifting? Empirical Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 29(11), pages 2925-2954.
    9. Isil Erel & Brandon Julio & Woojin Kim & Michael S. Weisbach, 2012. "Macroeconomic Conditions and Capital Raising," The Review of Financial Studies, Society for Financial Studies, vol. 25(2), pages 341-376.
    10. Ellul, Andrew & Jotikasthira, Chotibhak & Lundblad, Christian T., 2011. "Regulatory pressure and fire sales in the corporate bond market," Journal of Financial Economics, Elsevier, vol. 101(3), pages 596-620, September.
    11. Zhiguo He & Arvind Krishnamurthy, 2013. "Intermediary Asset Pricing," American Economic Review, American Economic Association, vol. 103(2), pages 732-770, April.
    12. Charles W. Calomiris & Berry Wilson, 2004. "Bank Capital and Portfolio Management: The 1930s "Capital Crunch" and the Scramble to Shed Risk," The Journal of Business, University of Chicago Press, vol. 77(3), pages 421-456, July.
    13. Opler, Tim & Pinkowitz, Lee & Stulz, Rene & Williamson, Rohan, 1999. "The determinants and implications of corporate cash holdings," Journal of Financial Economics, Elsevier, vol. 52(1), pages 3-46, April.
    14. Chen, Xuanjuan & Sun, Zhenzhen & Yao, Tong & Yu, Tong, 2020. "Does operating risk affect portfolio risk? Evidence from insurers' securities holding," Journal of Corporate Finance, Elsevier, vol. 62(C).
    15. Itamar Drechsler & Thomas Drechsel & David Marques-Ibanez & Philipp Schnabl, 2016. "Who Borrows from the Lender of Last Resort?," Journal of Finance, American Finance Association, vol. 71(5), pages 1933-1974, October.
    16. Vayanos, Dimitri, 2004. "Flight to quality, flight to liquidity, and the pricing of risk," LSE Research Online Documents on Economics 456, London School of Economics and Political Science, LSE Library.
    17. Kirti, Divya, 2024. "When gambling for resurrection is too risky," Journal of Banking & Finance, Elsevier, vol. 162(C).
    18. 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.
    19. Nanda, Vikram & Wu, Wei & Zhou, Xing (Alex), 2019. "Investment Commonality across Insurance Companies: Fire Sale Risk and Corporate Yield Spreads," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 54(6), pages 2543-2574, December.
    20. Froot, Kenneth A & Scharfstein, David S & Stein, Jeremy C, 1993. "Risk Management: Coordinating Corporate Investment and Financing Policies," Journal of Finance, American Finance Association, vol. 48(5), pages 1629-1658, December.
    21. Joshua D. Rauh, 2009. "Risk Shifting versus Risk Management: Investment Policy in Corporate Pension Plans," The Review of Financial Studies, Society for Financial Studies, vol. 22(7), pages 2487-2533, July.
    22. Andrew Ellul & Chotibhak Jotikasthira & Anastasia Kartasheva & Christian T Lundblad & Wolf Wagner, 2022. "Insurers as Asset Managers and Systemic Risk," The Review of Financial Studies, Society for Financial Studies, vol. 35(12), pages 5483-5534.
    23. Mohan, Nancy & Zhang, Ting, 2014. "An analysis of risk-taking behavior for public defined benefit pension plans," Journal of Banking & Finance, Elsevier, vol. 40(C), pages 403-419.
    24. Xuanjuan Chen & Jing-Zhi Huang & Zhenzhen Sun & Tong Yao & Tong Yu, 2020. "Liquidity Premium in the Eye of the Beholder: An Analysis of the Clientele Effect in the Corporate Bond Market," Management Science, INFORMS, vol. 66(2), pages 932-957, February.
    25. Almeida, Heitor & Campello, Murillo & Weisbach, Michael S., 2011. "Corporate financial and investment policies when future financing is not frictionless," Journal of Corporate Finance, Elsevier, vol. 17(3), pages 675-693, June.
    26. Zhigu He & Arvind Krishnamurthy, 2012. "A Model of Capital and Crises," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(2), pages 735-777.
    27. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    28. Ralph S. J. Koijen & Motohiro Yogo, 2019. "A Demand System Approach to Asset Pricing," Journal of Political Economy, University of Chicago Press, vol. 127(4), pages 1475-1515.
    29. Bo Becker & Victoria Ivashina, 2015. "Reaching for Yield in the Bond Market," Journal of Finance, American Finance Association, vol. 70(5), pages 1863-1902, October.
    30. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    31. Zhiguo He & Arvind Krishnamurthy, 2018. "Intermediary Asset Pricing and the Financial Crisis," Annual Review of Financial Economics, Annual Reviews, vol. 10(1), pages 173-197, November.
    32. Ellul, Andrew & Lundblad, Christian T & Wang, Yihui & Jotikasthira, Chotibhak, 2015. "Is Historical Cost Accounting a Panacea? Market Stress, Incentive Distortions, and Gains Trading," CEPR Discussion Papers 10450, C.E.P.R. Discussion Papers.
    33. Acharya, Viral V. & Steffen, Sascha, 2015. "The “greatest” carry trade ever? Understanding eurozone bank risks," Journal of Financial Economics, Elsevier, vol. 115(2), pages 215-236.
    34. Girardi, Giulio & Hanley, Kathleen W. & Nikolova, Stanislava & Pelizzon, Loriana & Sherman, Mila Getmansky, 2021. "Portfolio similarity and asset liquidation in the insurance industry," Journal of Financial Economics, Elsevier, vol. 142(1), pages 69-96.
    35. Epermanis, Karen & Harrington, Scott E., 2006. "Market Discipline in Property/Casualty Insurance: Evidence from Premium Growth Surrounding Changes in Financial Strength Ratings," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(6), pages 1515-1544, September.
    36. Robin Greenwood & Annette Vissing-Jorgensen, 2018. "The Impact of Pensions and Insurance on Global Yield Curves," Harvard Business School Working Papers 18-109, Harvard Business School, revised Dec 2018.
    37. Ulrich Schüwer & Claudia Lambert & Felix Noth, 2019. "How Do Banks React to Catastrophic Events? Evidence from Hurricane Katrina," Review of Finance, European Finance Association, vol. 23(1), pages 75-116.
    38. O’ Hara, Maureen & Wang, Yihui & (Alex) Zhou, Xing, 2018. "The execution quality of corporate bonds," Journal of Financial Economics, Elsevier, vol. 130(2), pages 308-326.
    39. Andrew Ellul & Chotibhak Jotikasthira & Christian T. Lundblad & Yihui Wang, 2015. "Is Historical Cost Accounting a Panacea? Market Stress, Incentive Distortions, and Gains Trading," Journal of Finance, American Finance Association, vol. 70(6), pages 2489-2538, December.
    40. Armen Hovakimian & Edward J. Kane, 2000. "Effectiveness of Capital Regulation at U.S. Commercial Banks, 1985 to 1994," Journal of Finance, American Finance Association, vol. 55(1), pages 451-468, February.
    41. Aleksandar Andonov & Rob M.M.J. Bauer & K.J. Martijn Cremers, 2017. "Pension Fund Asset Allocation and Liability Discount Rates," The Review of Financial Studies, Society for Financial Studies, vol. 30(8), pages 2555-2595.
    42. Assaf Eisdorfer, 2008. "Empirical Evidence of Risk Shifting in Financially Distressed Firms," Journal of Finance, American Finance Association, vol. 63(2), pages 609-637, April.
    43. 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.
    44. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    45. repec:bla:jfinan:v:53:y:1998:i:5:p:1443-1493 is not listed on IDEAS
    46. Rampini, Adriano A. & Sufi, Amir & Viswanathan, S., 2014. "Dynamic risk management," Journal of Financial Economics, Elsevier, vol. 111(2), pages 271-296.
    47. Parrino, Robert & Weisbach, Michael S., 1999. "Measuring investment distortions arising from stockholder-bondholder conflicts," Journal of Financial Economics, Elsevier, vol. 53(1), pages 3-42, July.
    48. Black, Lamont K. & Hazelwood, Lieu N., 2013. "The effect of TARP on bank risk-taking," Journal of Financial Stability, Elsevier, vol. 9(4), pages 790-803.
    49. Merrill, Craig B. & Nadauld, Taylor & Stulz, Rene M. & Sherlund, Shane M., 2014. "Were There Fire Sales in the RMBS Market?," Working Paper Series 2014-09, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    50. Serdar Çelik & Mats Isaksson, 2014. "Institutional investors and ownership engagement," OECD Journal: Financial Market Trends, OECD Publishing, vol. 2013(2), pages 93-114.
    51. repec:bla:jfinan:v:59:y:2004:i:4:p:1777-1804 is not listed on IDEAS
    52. Jeremy C. Stein & Anil K. Kashyap, 2000. "What Do a Million Observations on Banks Say about the Transmission of Monetary Policy?," American Economic Review, American Economic Association, vol. 90(3), pages 407-428, June.
    53. Ran Duchin & Thomas Gilbert & Jarrad Harford & Christopher Hrdlicka, 2017. "Precautionary Savings with Risky Assets: When Cash Is Not Cash," Journal of Finance, American Finance Association, vol. 72(2), pages 793-852, April.
    54. Smith, Clifford W. & Stulz, René M., 1985. "The Determinants of Firms' Hedging Policies," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 20(4), pages 391-405, December.
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    Cited by:

    1. Beyer, Marcel, 2023. "Gambling for recovery? Exploring the riskiness of European insurers' assets during the Covid-19 crisis 2020," ICIR Working Paper Series 46/23, Goethe University Frankfurt, International Center for Insurance Regulation (ICIR), revised 2023.
    2. Benjamin Knox & Jakob Ahm Sørensen, 2024. "Insurers’ Investments and Insurance Prices," Finance and Economics Discussion Series 2024-058, Board of Governors of the Federal Reserve System (U.S.).
    3. David Landriault & Bin Li & Hong Li & Yuanyuan Zhang, 2024. "Contract Structure and Risk Aversion in Longevity Risk Transfers," Papers 2409.08914, arXiv.org.
    4. Kristy Jansen & Sven Klingler & Angelo Ranaldo & Patty Duijm, 2024. "Pension Liquidity Risk," Working Papers 801, DNB.
    5. Thiemo Fetzer & Benjamin Guin & Felipe Netto & Farzad Saidi, 2024. "Insurers Monitor Shocks to Collateral: Micro Evidence from Mortgage-Backed Securities," CESifo Working Paper Series 11324, CESifo.
    6. Kirti, Divya, 2024. "When gambling for resurrection is too risky," Journal of Banking & Finance, Elsevier, vol. 162(C).
    7. Shan Ge, 2022. "How Do Financial Constraints Affect Product Pricing? Evidence from Weather and Life Insurance Premiums," Journal of Finance, American Finance Association, vol. 77(1), pages 449-503, February.
    8. Wang, Yan & Tian, Xu, 2023. "Underwriter strength and credit spread of corporate bond issuance," Finance Research Letters, Elsevier, vol. 58(PC).
    9. Natee Amornsiripanitch & Zeqiong Huang & David Kwon & Jinjie Lin, 2022. "Net Income Measurement, Investor Inattention, and Firm Decisions," Working Papers 22-05, Federal Reserve Bank of Philadelphia.
    10. Johan Hombert & Victor Lyonnet, 2022. "Can Risk Be Shared across Investor Cohorts? Evidence from a Popular Savings Product," The Review of Financial Studies, Society for Financial Studies, vol. 35(12), pages 5387-5437.
    11. Kubitza, Christian, 2021. "Investor-driven corporate finance: Evidence from insurance markets," ICIR Working Paper Series 43/21, Goethe University Frankfurt, International Center for Insurance Regulation (ICIR).
    12. Ishita Sen, 2023. "Regulatory Limits to Risk Management," The Review of Financial Studies, Society for Financial Studies, vol. 36(6), pages 2175-2223.
    13. Bustos, Emil & Engist, Oliver & Martinsson, Gustav & Thomann, Christian, 2022. "Financing Constraints and Risk Management: Evidence From Micro-Level Insurance Data," Working Paper Series 1452, Research Institute of Industrial Economics.
    14. Chia‐Chun Chiang & Hugh Hoikwang Kim & Greg Niehaus, 2022. "Opaque liabilities, learning, and the cost of equity capital for insurers," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 89(4), pages 1031-1076, December.
    15. Greg Niehaus, 2023. "Personal taxes, cost of insurer equity capital, and the case of offshore hedge fund reinsurers," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 90(2), pages 249-281, June.

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    More about this item

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G22 - Financial Economics - - Financial Institutions and Services - - - Insurance; Insurance Companies; Actuarial Studies
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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