IDEAS home Printed from https://ideas.repec.org/p/mrr/papers/wp043.html
   My bibliography  Save this paper

Stochastic Forecasts of the Social Security Trust Fund

Author

Listed:
  • Ronald D. Lee

    (University of California at Berkeley)

  • Michael W. Anderson
  • Shripad Tuljapurkar

    (Stanford University)

Abstract

We present stochastic forecasts of the Social Security trust fund by modeling key demographic and economic variables as historical time series, and using the fitted models to generate computer simulations of future fund performance. We evaluate several plans for achieving long-term solvency by raising the normal retirement age (NRA), increasing taxes, or investing some portion of the fund in the stock market. Stochastic population trajectories by age and sex are generated using the Lee-Carter and Lee- Tuljapurkar mortality and fertility models. Interest rates, wage growth and equities returns are modeled as vector autoregressive processes. With the exception of mortality, central tendencies are constrained to the Intermediate assumptions of the 2002 Trustees Report. Combining population forecasts with forecasted per-capita tax and benefit profiles by age and sex, we obtain inflows to and outflows from the fund over time, resulting in stochastic fund trajectories and distributions. Under current legislation, we estimate the chance of insolvency by 2038 to be 50%, although the expected fund balance stays positive until 2041. An immediate 2% increase in the payroll tax rate from 12.4% to 14.4% sustains a positive expected fund balance until 2078, with a 50% chance of solvency through 2064. Investing 60% of the fund in the S&P 500 by 2015 keeps the expected fund balance positive until 2060, with a 50% chance of solvency through 2042. An increase in the NRA to age 69 by 2024 keeps the expected fund balance positive until 2047, with a 50% chance of solvency through 2041. A combination of raising the payroll tax to 13.4%, increasing the NRA to 69 by 2024, and investing 25% of the fund in equities by 2015 keeps the expected fund balance positive past 2101 with a 50% chance of solvency through 2077.

Suggested Citation

  • Ronald D. Lee & Michael W. Anderson & Shripad Tuljapurkar, 2003. "Stochastic Forecasts of the Social Security Trust Fund," Working Papers wp043, University of Michigan, Michigan Retirement Research Center.
  • Handle: RePEc:mrr:papers:wp043
    as

    Download full text from publisher

    File URL: http://mrdrc.isr.umich.edu/publications/Papers/pdf/wp043.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ronald Lee & Shripad Tuljapurkar, 1998. "Stochastic Forecasts for Social Security," NBER Chapters, in: Frontiers in the Economics of Aging, pages 393-428, National Bureau of Economic Research, Inc.
    2. Samwick, Andrew A., 1998. "New evidence on pensions, social security, and the timing of retirement," Journal of Public Economics, Elsevier, vol. 70(2), pages 207-236, November.
    3. Tuljapurkar, Shripad, 1992. "Stochastic population forecasts and their uses," International Journal of Forecasting, Elsevier, vol. 8(3), pages 385-391, November.
    4. Lee, Ronald & Tuljapurkar, Shripad, 1998. "Uncertain Demographic Futures and Social Security Finances," American Economic Review, American Economic Association, vol. 88(2), pages 237-241, May.
    5. Cardarelli, Roberto & Sefton, James & Kotlikoff, Laurence J, 2000. "Generational Accounting in the UK," Economic Journal, Royal Economic Society, vol. 110(467), pages 547-574, November.
    6. Shripad Tuljapurkar & Carl Boe, "undated". "Mortality Change and Forecasting: How Much and How Little Do We Know?," Pension Research Council Working Papers 98-2, Wharton School Pension Research Council, University of Pennsylvania.
    7. Ronald Lee & Shripad Tuljapurkar, 1997. "Death and Taxes: Longer life, consumption, and social security," Demography, Springer;Population Association of America (PAA), vol. 34(1), pages 67-81, February.
    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. Alan J. Auerbach & Ronald Lee, 2009. "Notional Defined Contribution Pension Systems in a Stochastic Context: Design and Stability," NBER Chapters, in: Social Security Policy in a Changing Environment, pages 43-68, National Bureau of Economic Research, Inc.
    2. Lorenzo Fratoni & Susanna Levantesi & Massimiliano Menzietti, 2022. "Measuring Financial Sustainability and Social Adequacy of the Italian NDC Pension System under the COVID-19 Pandemic," Sustainability, MDPI, vol. 14(23), pages 1-23, December.
    3. Samir Soneji & Gary King, 2012. "Statistical Security for Social Security," Demography, Springer;Population Association of America (PAA), vol. 49(3), pages 1037-1060, August.
    4. Joel E. Cohen, 2001. "World population in 2050: assessing the projections," Conference Series ; [Proceedings], Federal Reserve Bank of Boston, vol. 46.
    5. Xiaohua Chen & Zaigui Yang, 2019. "Stochastically Assessing the Financial Sustainability of Individual Accounts in the Urban Enterprise Employees’ Pension Plan in China," Sustainability, MDPI, vol. 11(13), pages 1-20, June.
    6. Mastrobuoni, Giovanni, 2009. "Labor supply effects of the recent social security benefit cuts: Empirical estimates using cohort discontinuities," Journal of Public Economics, Elsevier, vol. 93(11-12), pages 1224-1233, December.
    7. Lassila, Jukka & Valkonen, Tarmo & Alho, Juha M., 2014. "Demographic forecasts and fiscal policy rules," International Journal of Forecasting, Elsevier, vol. 30(4), pages 1098-1109.
    8. Yueqiang Zhao & Manying Bai & Peng Feng & Mengyuan Zhu, 2018. "Stochastic Assessments of Urban Employees’ Pension Plan of China," Sustainability, MDPI, vol. 10(4), pages 1-15, March.
    9. Kobsak Pootrakool & Anak Serichetpong, 2007. "Safeguarding out Nation's Nest Egg: Necessary Reforms to our Social Security System," Working Papers 2007-05, Monetary Policy Group, Bank of Thailand.
    10. Wade D. Pfau & Vararat Atisophon, 2009. "Impact of the National Pension Fund on the Suitability of Elderly Pensions in Thailand," Asian Economic Journal, East Asian Economic Association, vol. 23(1), pages 41-63, March.
    11. Richter, Andreas & Weber, Frederik, 2009. "Mortality-Indexed Annuities," Discussion Papers in Business Administration 10994, University of Munich, Munich School of Management.
    12. Auerbach, Alan J. & Lee, Ronald, 2011. "Welfare and generational equity in sustainable unfunded pension systems," Journal of Public Economics, Elsevier, vol. 95(1-2), pages 16-27, February.
    13. Lassila, Jukka & Valkonen, Tarmo & Alho, Juha M., 2011. "Fiscal sustainability and policy rules under changing demographic forecasts," Discussion Papers 1265, The Research Institute of the Finnish Economy.
    14. Michael Anderson & Hisashi Yamagata & Shripad Tuljapurkar, 2001. "Stochastic Rates of Return for Social Security Under Various Policy Scenarios," Working Papers wp010, University of Michigan, Michigan Retirement Research Center.

    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. Michael Anderson & Shirpad Tuljapurkar & Ronald D. Lee, 2001. "Chances are...Stochastic Forecasts of the Social Security Trust Fund and Attempts to Save It," Working Papers wp008, University of Michigan, Michigan Retirement Research Center.
    2. Denton, Frank T. & Gafni, Amiram & Spencer, Byron G., 2002. "Exploring the effects of population change on the costs of physician services," Journal of Health Economics, Elsevier, vol. 21(5), pages 781-803, September.
    3. Booth, Heather, 2006. "Demographic forecasting: 1980 to 2005 in review," International Journal of Forecasting, Elsevier, vol. 22(3), pages 547-581.
    4. Jagadeesh Gokhale & Laurence J. Kotlikoff, 2002. "Social Security's Treatment of Postwar Americans. How Bad Can It Get?," NBER Chapters, in: The Distributional Aspects of Social Security and Social Security Reform, pages 207-262, National Bureau of Economic Research, Inc.
    5. Frank T. Denton & Byron G. Spencer, 1998. "Economic Costs of Population Aging," Quantitative Studies in Economics and Population Research Reports 339, McMaster University.
    6. Alan J. Auerbach & Ronald Lee, 2009. "Notional Defined Contribution Pension Systems in a Stochastic Context: Design and Stability," NBER Chapters, in: Social Security Policy in a Changing Environment, pages 43-68, National Bureau of Economic Research, Inc.
    7. Samir Soneji & Gary King, 2012. "Statistical Security for Social Security," Demography, Springer;Population Association of America (PAA), vol. 49(3), pages 1037-1060, August.
    8. Ronald Lee & Timothy Miller & Michael Anderson, 2004. "Stochastic Infinite Horizon Forecasts for Social Security and Related Studies," NBER Working Papers 10917, National Bureau of Economic Research, Inc.
    9. Frank T. Denton & Byron G. Spencer, 1999. "Population Aging and Its Costs: A Survey of the Issues and Evidence," Department of Economics Working Papers 1999-03, McMaster University.
    10. Martin S. Feldstein & Jeffrey B. Liebman, 2002. "The Distributional Effects of an Investment-Based Social Security System," NBER Chapters, in: The Distributional Aspects of Social Security and Social Security Reform, pages 263-326, National Bureau of Economic Research, Inc.
    11. Mastrobuoni, Giovanni, 2011. "The role of information for retirement behavior: Evidence based on the stepwise introduction of the Social Security Statement," Journal of Public Economics, Elsevier, vol. 95(7-8), pages 913-925, August.
    12. Menna, Khaled & Mehibel, Samer, 2018. "Les pays de l’Afrique du Nord et les IDE face à la problématique de l’attractivité [North African countries and FDI facing the issue of attractiveness]," MPRA Paper 85559, University Library of Munich, Germany.
    13. Franz R. Hahn, 2003. "Fully-Funded Public Old Age Pension Programs – Stranger Than Paradise?," WIFO Working Papers 203, WIFO.
    14. de la Croix, David & Docquier, Frederic & Liegeois, Philippe, 2007. "Income growth in the 21st century: Forecasts with an overlapping generations model," International Journal of Forecasting, Elsevier, vol. 23(4), pages 621-635.
    15. Hanel, Barbara & Riphahn, Regina T., 2012. "The timing of retirement — New evidence from Swiss female workers," Labour Economics, Elsevier, vol. 19(5), pages 718-728.
    16. Staubli, Stefan & Zweimüller, Josef, 2011. "Does Raising the Retirement Age Increase Employment of Older Workers?," IZA Discussion Papers 5863, Institute of Labor Economics (IZA).
    17. Courtney Coile & Jonathan Gruber, 2007. "Fiscal Effects of Social Security Reform in the United States," NBER Chapters, in: Social Security Programs and Retirement around the World: Fiscal Implications of Reform, pages 503-532, National Bureau of Economic Research, Inc.
    18. David E. Bloom & David Canning & Bryan Graham, 2003. "Longevity and Life‐cycle Savings," Scandinavian Journal of Economics, Wiley Blackwell, vol. 105(3), pages 319-338, September.
    19. Romualdas Ginevičius & Agnė Šimelytė, 2011. "Government incentives directed towards foreign direct investment: a case of central and eastern europe," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 12(3), pages 435-450, May.
    20. Gao, Huan & Mamon, Rogemar & Liu, Xiaoming & Tenyakov, Anton, 2015. "Mortality modelling with regime-switching for the valuation of a guaranteed annuity option," Insurance: Mathematics and Economics, Elsevier, vol. 63(C), pages 108-120.

    More about this item

    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:mrr:papers:wp043. 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: MRRC Administrator (email available below). General contact details of provider: https://edirc.repec.org/data/isumius.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.