IDEAS home Printed from https://ideas.repec.org/a/gam/jrisks/v6y2018i3p63-d154241.html
   My bibliography  Save this article

Hierarchical Markov Model in Life Insurance and Social Benefit Schemes

Author

Listed:
  • Jiwook Jang

    (Department of Actuarial Studies and Business Analytics, Faculty of Business and Economics, Macquarie University, Sydney 2109, Australia)

  • Siti Norafidah Mohd Ramli

    (School of Mathematical Sciences, Faculty of Science and Technology, National University of Malaysia, Bandar Baru Bangi 43600, Malaysia)

Abstract

We explored the effect of the jump-diffusion process on a social benefit scheme consisting of life insurance, unemployment/disability benefits, and retirement benefits. To do so, we used a four-state Markov chain with multiple decrements. Assuming independent state-wise intensities taking the form of a jump-diffusion process and deterministic interest rates, we evaluated the prospective reserves for this scheme in which the individual is employed at inception. We then numerically demonstrated the state of the reserves for the scheme under jump-diffusion and non-jump-diffusion settings. By decomposing the reserve equation into five components, our numerical illustration indicated that an extension of the retirement age has a spillover effect that would increase government expenses for other social insurance programs. We also conducted sensitivity analyses and examined the total-reserves components by changing the relevant parameters of the transition intensities, which are the average jump-size parameter, average jump frequency, and diffusion parameters of the chosen states, with figures provided. Our computation revealed that the total reserve is most sensitive to changes in average jump frequency.

Suggested Citation

  • Jiwook Jang & Siti Norafidah Mohd Ramli, 2018. "Hierarchical Markov Model in Life Insurance and Social Benefit Schemes," Risks, MDPI, vol. 6(3), pages 1-17, June.
  • Handle: RePEc:gam:jrisks:v:6:y:2018:i:3:p:63-:d:154241
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-9091/6/3/63/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2227-9091/6/3/63/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Topel, Robert H, 1983. "On Layoffs and Unemployment Insurance," American Economic Review, American Economic Association, vol. 73(4), pages 541-559, September.
    2. Buchardt, Kristian, 2014. "Dependent interest and transition rates in life insurance," Insurance: Mathematics and Economics, Elsevier, vol. 55(C), pages 167-179.
    3. Jonathan Gruber & David A. Wise, 2004. "Social Security Programs and Retirement around the World: Micro-Estimation," NBER Books, National Bureau of Economic Research, Inc, number grub04-1, May.
    4. Joelle H. Fong & Adam W. Shao & Michael Sherris, 2015. "Multistate Actuarial Models of Functional Disability," North American Actuarial Journal, Taylor & Francis Journals, vol. 19(1), pages 41-59, January.
    5. David H. Autor & Mark G. Duggan, 2006. "The Growth in the Social Security Disability Rolls: A Fiscal Crisis Unfolding," Journal of Economic Perspectives, American Economic Association, vol. 20(3), pages 71-96, Summer.
    6. Michael Chernew & David M. Cutler & Kaushik Ghosh & Mary Beth Landrum, 2016. "Understanding the Improvement in Disability-Free Life Expectancy in the US Elderly Population," NBER Chapters, in: Insights in the Economics of Aging, pages 161-201, National Bureau of Economic Research, Inc.
    7. Yong-Ki Ma & Jeong-Hoon Kim, 2010. "Pricing the credit default swap rate for jump diffusion default intensity processes," Quantitative Finance, Taylor & Francis Journals, vol. 10(8), pages 809-817.
    8. Dahl, Mikkel, 2004. "Stochastic mortality in life insurance: market reserves and mortality-linked insurance contracts," Insurance: Mathematics and Economics, Elsevier, vol. 35(1), pages 113-136, August.
    9. Cairns, Andrew J.G. & Blake, David & Dowd, Kevin, 2006. "Pricing Death: Frameworks for the Valuation and Securitization of Mortality Risk," ASTIN Bulletin, Cambridge University Press, vol. 36(1), pages 79-120, May.
    10. Meyer, Bruce D, 1990. "Unemployment Insurance and Unemployment Spells," Econometrica, Econometric Society, vol. 58(4), pages 757-782, July.
    11. Biffis, Enrico, 2005. "Affine processes for dynamic mortality and actuarial valuations," Insurance: Mathematics and Economics, Elsevier, vol. 37(3), pages 443-468, December.
    12. Staubli, Stefan & Zweimüller, Josef, 2013. "Does raising the early retirement age increase employment of older workers?," Journal of Public Economics, Elsevier, vol. 108(C), pages 17-32.
    13. Kadir Atalay & Garry F. Barrett, 2015. "The Impact of Age Pension Eligibility Age on Retirement and Program Dependence: Evidence from an Australian Experiment," The Review of Economics and Statistics, MIT Press, vol. 97(1), pages 71-87, March.
    14. Mark Duggan & Perry Singleton & Jae Song, 2005. "Aching to Retire? The Rise in the Full Retirement Age and its Impact on the Disability Rolls," NBER Working Papers 11811, National Bureau of Economic Research, Inc.
    15. Norma B. Coe & Kelly Haverstick, 2010. "Measuring the Spillover to Disability Insurance Due to the Rise in the Full Retirement Age," Working Papers, Center for Retirement Research at Boston College wp2010-20, Center for Retirement Research, revised Dec 2010.
    16. Topel, Robert H, 1984. "Equilibrium Earnings, Turnover, and Unemployment: New Evidence," Journal of Labor Economics, University of Chicago Press, vol. 2(4), pages 500-522, October.
    17. Jang, Jiwook & Mohd Ramli, Siti Norafidah, 2015. "Jump diffusion transition intensities in life insurance and disability annuity," Insurance: Mathematics and Economics, Elsevier, vol. 64(C), pages 440-451.
    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. Jang, Jiwook & Qu, Yan & Zhao, Hongbiao & Dassios, Angelos, 2023. "A Cox model for gradually disappearing events," LSE Research Online Documents on Economics 112754, London School of Economics and Political Science, LSE Library.

    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. Barbara Engels & Johannes Geyer & Peter Haan, 2016. "Pension Incentives and Early Retirement," Discussion Papers of DIW Berlin 1617, DIW Berlin, German Institute for Economic Research.
    2. Engels, Barbara & Geyer, Johannes & Haan, Peter, 2017. "Pension incentives and early retirement," Labour Economics, Elsevier, vol. 47(C), pages 216-231.
    3. Umut Oguzoglu & Cain Polidano & Ha Vu, 2020. "Impacts from Delaying Access to Retirement Benefits on Welfare Receipt and Expenditure: Evidence from a Natural Experiment," The Economic Record, The Economic Society of Australia, vol. 96(312), pages 65-86, March.
    4. Blundell, R. & French, E. & Tetlow, G., 2016. "Retirement Incentives and Labor Supply," Handbook of the Economics of Population Aging, in: Piggott, John & Woodland, Alan (ed.), Handbook of the Economics of Population Aging, edition 1, volume 1, chapter 0, pages 457-566, Elsevier.
    5. Jang, Jiwook & Mohd Ramli, Siti Norafidah, 2015. "Jump diffusion transition intensities in life insurance and disability annuity," Insurance: Mathematics and Economics, Elsevier, vol. 64(C), pages 440-451.
    6. Jevtić, P. & Hurd, T.R., 2017. "The joint mortality of couples in continuous time," Insurance: Mathematics and Economics, Elsevier, vol. 75(C), pages 90-97.
    7. Kadir Atalay & Garry F. Barrett & Peter Siminski, 2019. "Pension incentives and the joint retirement of couples: evidence from two natural experiments," Journal of Population Economics, Springer;European Society for Population Economics, vol. 32(3), pages 735-767, July.
    8. Cristiano Antonelli, 2017. "The Engines of the Creative Response: Reactivity and Knowledge Governance," Economía: teoría y práctica, Universidad Autónoma Metropolitana, México, vol. 47(2), pages 9-30, Julio-Dic.
    9. Blake, David & El Karoui, Nicole & Loisel, Stéphane & MacMinn, Richard, 2018. "Longevity risk and capital markets: The 2015–16 update," Insurance: Mathematics and Economics, Elsevier, vol. 78(C), pages 157-173.
    10. Todd Morris, 2022. "Re-examining female labor supply responses to the 1994 Australian pension reform," Review of Economics of the Household, Springer, vol. 20(2), pages 419-445, June.
    11. Blake, David & Cairns, Andrew J.G., 2021. "Longevity risk and capital markets: The 2019-20 update," Insurance: Mathematics and Economics, Elsevier, vol. 99(C), pages 395-439.
    12. Bravo, Jorge M. & Ayuso, Mercedes & Holzmann, Robert & Palmer, Edward, 2021. "Addressing the life expectancy gap in pension policy," Insurance: Mathematics and Economics, Elsevier, vol. 99(C), pages 200-221.
    13. Geyer, Johannes & Haan, Peter & Hammerschmid, Anna & Peters, Michael, 2020. "Labor Market and Distributional Effects of an Increase in the Retirement Age," Labour Economics, Elsevier, vol. 65(C).
    14. Apicella, Giovanna & Dacorogna, Michel M, 2016. "A General framework for modelling mortality to better estimate its relationship with interest rate risks," MPRA Paper 75788, University Library of Munich, Germany.
    15. Ye, Han, 2018. "The Effect of Pension Subsidies on Retirement Timing of Older Women: Evidence from a Regression Kink Design," IZA Discussion Papers 11831, Institute of Labor Economics (IZA).
    16. Luciano, Elisa & Spreeuw, Jaap & Vigna, Elena, 2008. "Modelling stochastic mortality for dependent lives," Insurance: Mathematics and Economics, Elsevier, vol. 43(2), pages 234-244, October.
    17. Chiara Ardito, 2017. "Rising pension age in Italy: Employment response and Program substitution," LABORatorio R. Revelli Working Papers Series 155, LABORatorio R. Revelli, Centre for Employment Studies.
    18. Elisa Luciano & Elena Vigna, 2005. "A note on stochastic survival probabilities and their calibration," ICER Working Papers - Applied Mathematics Series 1-2005, ICER - International Centre for Economic Research.
    19. Annamaria Olivieri & Ermanno Pitacco, 2012. "Life tables in actuarial models: from the deterministic setting to a Bayesian approach," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 96(2), pages 127-153, June.
    20. Deelstra, Griselda & Grasselli, Martino & Van Weverberg, Christopher, 2016. "The role of the dependence between mortality and interest rates when pricing Guaranteed Annuity Options," Insurance: Mathematics and Economics, Elsevier, vol. 71(C), pages 205-219.

    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:gam:jrisks:v:6:y:2018:i:3:p:63-:d:154241. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.