IDEAS home Printed from https://ideas.repec.org/p/fip/fedgfe/2022-64.html
   My bibliography  Save this paper

Pricing of Climate Risk Insurance: Regulation and Cross-Subsidies

Author

Abstract

Homeowners’ insurance, a $15 trillion market by coverage, provides households financial protection from climate losses. Insurance premiums (rates) are subject to significant regulations at a state level in the United States. Using novel data on filings made by insurers to regulators, we propose a metric to quantify the extent of regulation in individual states. We provide evidence of decoupling of insurance rates from their underlying risks and identify regulation as a driving force behind this pattern. Rates are least reflective of risk in states we classify as "high friction", i.e. states where regulations appear most restrictive. We identify two sources behind the decoupling. First, in high friction states, rates have not adequately adjusted in response to the growth in losses. Second, insurers have cross-subsidized high friction states by raising rates in low friction states. Our results imply that households in low friction states are disproportionately bearing the risks of households in high friction states. More broadly, our findings question whether insurance rates can play a useful role in steering climate adaptation and whether households will have continued access to insurance.

Suggested Citation

  • Sangmin Oh & Ishita Sen & Ana-Maria Tenekedjieva, 2022. "Pricing of Climate Risk Insurance: Regulation and Cross-Subsidies," Finance and Economics Discussion Series 2022-064, Board of Governors of the Federal Reserve System (U.S.).
  • Handle: RePEc:fip:fedgfe:2022-64
    DOI: 10.17016/FEDS.2022.064
    as

    Download full text from publisher

    File URL: https://www.federalreserve.gov/econres/feds/files/2022064pap.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.17016/FEDS.2022.064?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
    ---><---

    References listed on IDEAS

    as
    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. Paul Klemperer, 1995. "Competition when Consumers have Switching Costs: An Overview with Applications to Industrial Organization, Macroeconomics, and International Trade," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(4), pages 515-539.
    3. David H. Autor & Christopher J. Palmer & Parag A. Pathak, 2014. "Housing Market Spillovers: Evidence from the End of Rent Control in Cambridge, Massachusetts," Journal of Political Economy, University of Chicago Press, vol. 122(3), pages 661-717.
    4. Jeremy C. Stein, 1989. "Efficient Capital Markets, Inefficient Firms: A Model of Myopic Corporate Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 104(4), pages 655-669.
    5. Kenneth A. Froot, 1999. "The Financing of Catastrophe Risk," NBER Books, National Bureau of Economic Research, Inc, number froo99-1.
    6. Robert F Engle & Stefano Giglio & Bryan Kelly & Heebum Lee & Johannes Stroebel, 2020. "Hedging Climate Change News," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1184-1216.
    7. Sumit Agarwal & Souphala Chomsisengphet & Neale Mahoney & Johannes Stroebel, 2015. "Regulating Consumer Financial Products: Evidence from Credit Cards," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(1), pages 111-164.
    8. Kenneth A. Froot & Paul G. J. O'Connell, 1999. "The Pricing of U.S. Catastrophe Reinsurance," NBER Chapters, in: The Financing of Catastrophe Risk, pages 195-232, National Bureau of Economic Research, Inc.
    9. Froot, Kenneth A. (ed.), 1999. "The Financing of Catastrophe Risk," National Bureau of Economic Research Books, University of Chicago Press, number 9780226266237.
    10. Stefano Battiston & Antoine Mandel & Irene Monasterolo & Franziska Schütze & Gabriele Visentin, 2017. "A climate stress-test of the financial system," Nature Climate Change, Nature, vol. 7(4), pages 283-288, April.
    11. Simon Gilchrist & Raphael Schoenle & Jae Sim & Egon Zakrajšek, 2017. "Inflation Dynamics during the Financial Crisis," American Economic Review, American Economic Association, vol. 107(3), pages 785-823, March.
    12. Erik Hurst & Benjamin J. Keys & Amit Seru & Joseph Vavra, 2016. "Regional Redistribution through the US Mortgage Market," American Economic Review, American Economic Association, vol. 106(10), pages 2982-3028, October.
    13. Elisabeth Honka, 2014. "Quantifying search and switching costs in the US auto insurance industry," RAND Journal of Economics, RAND Corporation, vol. 45(4), pages 847-884, December.
    14. Hanno Lustig & Stijn Van Nieuwerburgh, 2010. "How Much Does Household Collateral Constrain Regional Risk Sharing?," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 13(2), pages 265-294, April.
    15. Mathias S. Kruttli & Brigitte Roth Tran & Sumudu W. Watugala, 2019. "Pricing Poseidon: Extreme Weather Uncertainty and Firm Return Dynamics," Finance and Economics Discussion Series 2019-054, Board of Governors of the Federal Reserve System (U.S.).
    16. Finkelstein, Amy & Poterba, James & Rothschild, Casey, 2009. "Redistribution by insurance market regulation: Analyzing a ban on gender-based retirement annuities," Journal of Financial Economics, Elsevier, vol. 91(1), pages 38-58, January.
    17. Keith M. Marzilli Ericson & Amanda Starc, 2015. "Pricing Regulation and Imperfect Competition on the Massachusetts Health Insurance Exchange," The Review of Economics and Statistics, MIT Press, vol. 97(3), pages 667-682, July.
    18. Faulhaber, Gerald R, 1975. "Cross-Subsidization: Pricing in Public Enterprises," American Economic Review, American Economic Association, vol. 65(5), pages 966-977, December.
    19. Curien, Nicolas, 1991. "The theory and measure of cross-subsidies : An application to the telecommunications industry," International Journal of Industrial Organization, Elsevier, vol. 9(1), pages 73-108, March.
    20. Sen, Ishita & Humphry, David, 2018. "Capital regulation and product market outcomes," Bank of England working papers 715, Bank of England.
    21. Bernstein, Asaf & Gustafson, Matthew T. & Lewis, Ryan, 2019. "Disaster on the horizon: The price effect of sea level rise," Journal of Financial Economics, Elsevier, vol. 134(2), pages 253-272.
    22. Markus Baldauf & Lorenzo Garlappi & Constantine Yannelis & José Scheinkman, 2020. "Does Climate Change Affect Real Estate Prices? Only If You Believe In It," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1256-1295.
    23. Philipp Krueger & Zacharias Sautner & Laura T Starks, 2020. "The Importance of Climate Risks for Institutional Investors," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1067-1111.
    24. Justin Murfin & Matthew Spiegel & Jose Scheinkman, 2020. "Is the Risk of Sea Level Rise Capitalized in Residential Real Estate?," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1217-1255.
    25. Ilayperuma Simon, Kosali, 2005. "Adverse selection in health insurance markets? Evidence from state small-group health insurance reforms," Journal of Public Economics, Elsevier, vol. 89(9-10), pages 1865-1877, September.
    26. Leverty, J. Tyler & Grace, Martin F., 2018. "Do elections delay regulatory action?," Journal of Financial Economics, Elsevier, vol. 130(2), pages 409-427.
    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. Justin Contat & Carrie Hopkins & Luis Mejia & Matthew Suandi, 2024. "When climate meets real estate: A survey of the literature," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 52(3), pages 618-659, May.
    2. Janet Gao & Shan Ge & Lawrence D. W. Schmidt & Cristina Tello-Trillo, 2023. "How Do Health Insurance Costs Affect Firm Labor Composition and Technology Investment?," Working Papers 23-47, Center for Economic Studies, U.S. Census Bureau.

    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. Venturini, Alessio, 2022. "Climate change, risk factors and stock returns: A review of the literature," International Review of Financial Analysis, Elsevier, vol. 79(C).
    2. Duc Duy Nguyen & Steven Ongena & Shusen Qi & Vathunyoo Sila, 2022. "Climate Change Risk and the Cost of Mortgage Credit [Does climate change affect real estate prices? Only if you believe in it]," Review of Finance, European Finance Association, vol. 26(6), pages 1509-1549.
    3. Drudi, Francesco & Moench, Emanuel & Holthausen, Cornelia & Weber, Pierre-François & Ferrucci, Gianluigi & Setzer, Ralph & Adao, Bernardino & Dées, Stéphane & Alogoskoufis, Spyros & Téllez, Mar Delgad, 2021. "Climate change and monetary policy in the euro area," Occasional Paper Series 271, European Central Bank.
    4. 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.
    5. Elsa Allman, 2022. "Pricing climate change risk in corporate bonds," Journal of Asset Management, Palgrave Macmillan, vol. 23(7), pages 596-618, December.
    6. Ge, Xiaowen & Xue, Minggao & Cao, Ruiyi, 2024. "Do Chinese carbon-intensive stocks overreact to climate transition risk? Evidence from the COP26 news," International Review of Financial Analysis, Elsevier, vol. 94(C).
    7. Bolton, Patrick & Kacperczyk, Marcin, 2021. "Do investors care about carbon risk?," Journal of Financial Economics, Elsevier, vol. 142(2), pages 517-549.
    8. Kakuho Furukawa & Hibiki Ichiue & Noriyuki Shiraki, 2020. "How Does Climate Change Interact with the Financial System? A Survey," Bank of Japan Working Paper Series 20-E-8, Bank of Japan.
    9. Breckenfelder, Johannes & Maćkowiak, Bartosz & Marqués-Ibáñez, David & Olovsson, Conny & Popov, Alexander & Porcellacchia, Davide & Schepens, Glenn, 2023. "The climate and the economy," Working Paper Series 2793, European Central Bank.
    10. Reghezza, Alessio & Altunbas, Yener & Marques-Ibanez, David & Rodriguez d’Acri, Costanza & Spaggiari, Martina, 2022. "Do banks fuel climate change?," Journal of Financial Stability, Elsevier, vol. 62(C).
    11. repec:ecb:ecbdps:202322 is not listed on IDEAS
    12. Javadi, Siamak & Masum, Abdullah-Al, 2021. "The impact of climate change on the cost of bank loans," Journal of Corporate Finance, Elsevier, vol. 69(C).
    13. Braun, Alexander & Braun, Julia & Weigert, Florian, 2023. "Extreme weather risk and the cost of equity," CFR Working Papers 23-08, University of Cologne, Centre for Financial Research (CFR).
    14. Roy Kouwenberg & Chenglong Zheng, 2023. "A Review of the Global Climate Finance Literature," Sustainability, MDPI, vol. 15(2), pages 1-32, January.
    15. Manthos D Delis & Kathrin De Greiff & Maria Iosifidi & Steven Ongena, 2024. "Being stranded with fossil fuel reserves? Climate policy risk and the pricing of bank loans," Post-Print hal-04636040, HAL.
    16. Cepni, Oguzhan & Demirer, Riza & Pham, Linh & Rognone, Lavinia, 2023. "Climate uncertainty and information transmissions across the conventional and ESG assets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 83(C).
    17. Pástor, Ľuboš & Stambaugh, Robert F. & Taylor, Lucian A., 2022. "Dissecting green returns," Journal of Financial Economics, Elsevier, vol. 146(2), pages 403-424.
    18. He, Zhiguo & Kelly, Bryan & Manela, Asaf, 2017. "Intermediary asset pricing: New evidence from many asset classes," Journal of Financial Economics, Elsevier, vol. 126(1), pages 1-35.
    19. Laura Bakkensen & Toan Phan & Russell Wong, 2023. "Leveraging the Disagreement on Climate Change: Theory and Evidence," Working Paper 23-01, Federal Reserve Bank of Richmond.
    20. Avis Devine & Andrew Sanderford & Chongyu Wang, 2024. "Sustainability and Private Equity Real Estate Returns," The Journal of Real Estate Finance and Economics, Springer, vol. 68(2), pages 161-187, February.

    More about this item

    Keywords

    Climate Risk; Cross-subsidies; Homeowners' Insurance; Insurance Availability; Rate Regulation;
    All these keywords.

    JEL classification:

    • G22 - Financial Economics - - Financial Institutions and Services - - - Insurance; Insurance Companies; Actuarial Studies
    • G52 - Financial Economics - - Household Finance - - - Insurance
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:fip:fedgfe:2022-64. 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: Ryan Wolfslayer ; Keisha Fournillier (email available below). General contact details of provider: https://edirc.repec.org/data/frbgvus.html .

    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.