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Life care reverse mortgages: Monitoring the net cashflows of a new hybrid insurance product

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  • Apicella, Giovanna
  • Lorenzo, Emilia Di
  • Magni, Giulia
  • Sibillo, Marilena

Abstract

Combining retirement income and long-term disability protection is a well-established concept in the literature. We present a new connection between the lifetime annuity provided by a Reverse Mortgage and long-term care (LTC) insurance, jointly managed in a unique bundled product. Indeed, we define the RM (considered as a source of lifetime income) and LTC as two different regimes of a jointly managed insurance product, which we call the “Life Care Reverse Mortgage” (LCRM). From an actuarial perspective, we design the underlying structure of the LCRM and the inherent framework for the ex-ante estimation of a time-dependent profit/loss function, that provides a measure of the expected annual net cashflows for a life insurer holding a portfolio of LCRMs. We perform a numerical application to illustrate the regime-switching mechanism on which the proposed LCRM insurance contracts are based and to quantify over time the lender’s return for a pool of LCRM contracts through the designed time-dependent profit/loss function. Furthermore, we analyse the sensitivity of the portfolio profit/loss function to two sources of uncertainty: health patterns over time and house price dynamics.

Suggested Citation

  • Apicella, Giovanna & Lorenzo, Emilia Di & Magni, Giulia & Sibillo, Marilena, 2025. "Life care reverse mortgages: Monitoring the net cashflows of a new hybrid insurance product," Insurance: Mathematics and Economics, Elsevier, vol. 125(C).
  • Handle: RePEc:eee:insuma:v:125:y:2025:i:c:s0167668725001179
    DOI: 10.1016/j.insmatheco.2025.103170
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    References listed on IDEAS

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    1. Hsieh, Ming-hua & Wang, Jennifer L. & Chiu, Yu-Fen & Chen, Yen-Chih, 2018. "Valuation of variable long-term care Annuities with Guaranteed Lifetime Withdrawal Benefits: A variance reduction approach," Insurance: Mathematics and Economics, Elsevier, vol. 78(C), pages 246-254.
    2. Davidoff, Thomas, 2010. "Home equity commitment and long-term care insurance demand," Journal of Public Economics, Elsevier, vol. 94(1-2), pages 44-49, February.
    3. Richard H. Thaler & Shlomo Benartzi, 2004. "Save More Tomorrow (TM): Using Behavioral Economics to Increase Employee Saving," Journal of Political Economy, University of Chicago Press, vol. 112(S1), pages 164-187, February.
    4. Dowd, Kevin & Buckner, Dean & Blake, David & Fry, John, 2019. "The valuation of no-negative equity guarantees and equity release mortgages," Economics Letters, Elsevier, vol. 184(C).
    5. Hong Li & Johnny Siu-Hang Li, 2017. "Optimizing the Lee-Carter Approach in the Presence of Structural Changes in Time and Age Patterns of Mortality Improvements," Demography, Springer;Population Association of America (PAA), vol. 54(3), pages 1073-1095, June.
    6. Basellini, Ugofilippo & Camarda, Carlo Giovanni & Booth, Heather, 2023. "Thirty years on: A review of the Lee–Carter method for forecasting mortality," International Journal of Forecasting, Elsevier, vol. 39(3), pages 1033-1049.
    7. G. Apicella & A. Molent & M. Gaudenzi, 2024. "The Life Care Annuity: enhancing product features and refining pricing methods," Papers 2404.02858, arXiv.org, revised May 2024.
    8. Cho Daniel & Hanewald Katja & Sherris Michael, 2015. "Risk Analysis for Reverse Mortgages with Different Payout Designs," Asia-Pacific Journal of Risk and Insurance, De Gruyter, vol. 9(1), pages 77-105, January.
    9. Hong-Chih Huang & Chou-Wen Wang & Yuan-Chi Miao, 2011. "Securitisation of Crossover Risk in Reverse Mortgages," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 36(4), pages 622-647, October.
    10. V. D’Amato & E. Lorenzo & S. Haberman & M. Sibillo & R. Tizzano, 2021. "Pension schemes versus real estate," Annals of Operations Research, Springer, vol. 299(1), pages 797-809, April.
    11. Cox, John C. & Ingersoll Junior, Jonathan E. & Ross, Stephen A., 2007. "A theory of the term structure of interest rates," RAE - Revista de Administração de Empresas, FGV-EAESP Escola de Administração de Empresas de São Paulo (Brazil), vol. 47(2), April.
    12. Shi, Tianxiang & Lee, Yung-Tsung, 2021. "Prepayment risk in reverse mortgages: An intensity-governed surrender model," Insurance: Mathematics and Economics, Elsevier, vol. 98(C), pages 68-82.
    13. Tyler T. Yang & Henry Buist & Isaac F. Megbolugbe, 1998. "An Analysis of the Ex Ante Probabilities of Mortgage Prepayment and Default," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 26(4), pages 651-676, December.
    14. Thomas Davidoff, 2009. "Housing, Health, and Annuities," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 76(1), pages 31-52, March.
    15. Pitacco, Ermanno, 1995. "Actuarial models for pricing disability benefits: Towards a unifying approach," Insurance: Mathematics and Economics, Elsevier, vol. 16(1), pages 39-62, April.
    16. Maria Gabriella Melchiorre & Marco Socci & Sabrina Quattrini & Giovanni Lamura & Barbara D’Amen, 2022. "Frail Older People Ageing in Place in Italy: Use of Health Services and Relationship with General Practitioner," IJERPH, MDPI, vol. 19(15), pages 1-26, July.
    17. Bohnert, Alexander & Born, Patricia & Gatzert, Nadine, 2014. "Dynamic hybrid products in life insurance: Assessing the policyholders’ viewpoint," Insurance: Mathematics and Economics, Elsevier, vol. 59(C), pages 87-99.
    18. Black, Fischer, 1976. "The pricing of commodity contracts," Journal of Financial Economics, Elsevier, vol. 3(1-2), pages 167-179.
    19. Carter, Lawrence R. & Lee, Ronald D., 1992. "Modeling and forecasting US sex differentials in mortality," International Journal of Forecasting, Elsevier, vol. 8(3), pages 393-411, November.
    20. Levantesi, Susanna & Menzietti, Massimiliano, 2012. "Managing longevity and disability risks in life annuities with long term care," Insurance: Mathematics and Economics, Elsevier, vol. 50(3), pages 391-401.
    21. Brouhns, Natacha & Denuit, Michel & Vermunt, Jeroen K., 2002. "A Poisson log-bilinear regression approach to the construction of projected lifetables," Insurance: Mathematics and Economics, Elsevier, vol. 31(3), pages 373-393, December.
    22. Shao, Adam W. & Chen, Hua & Sherris, Michael, 2019. "To borrow or insure? Long term care costs and the impact of housing," Insurance: Mathematics and Economics, Elsevier, vol. 85(C), pages 15-34.
    23. Pitacco, Ermanno & Denuit, Michel & Haberman, Steven & Olivieri, Annamaria, 2009. "Modelling Longevity Dynamics for Pensions and Annuity Business," OUP Catalogue, Oxford University Press, number 9780199547272.
    24. Liang Wang & Emiliano Valdez & John Piggott, 2008. "Securitization of Longevity Risk in Reverse Mortgages," North American Actuarial Journal, Taylor & Francis Journals, vol. 12(4), pages 345-371.
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