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HOW ACCURATELY DOES 70% FINAL EMPLOYMENT EARNINGS REPLACEMENT MEASURE RETIREMENT INCOME (IN)ADEQUACY? INTRODUCING THE LIVING STANDARDS REPLACEMENT RATE (LSRR)

Published online by Cambridge University Press:  19 September 2016

Bonnie-Jeanne MacDonald*
Affiliation:
School of Mathematical and Computational Sciences, University of Prince Edward Island, Halifax, Nova Scotia, Canada
Lars Osberg
Affiliation:
McCulloch Professor, Department of Economics, Dalhousie University, Halifax, Nova Scotia, Canada E-Mail: lars.Osberg@Dal.Ca
Kevin D. Moore
Affiliation:
Principal Researcher, Statistics Canada, Ottawa, Ontario, Canada E-Mail: kevin.Moore@statcan.gc.ca
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Abstract

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Will 70% of a worker's final annual employment earnings sustain living standards after retirement? Despite increasing skepticism, the most dominant measure of retirement income adequacy by financial planners, pensions plan advisors, academics and public policy makers is the “final employment earnings replacement rate”, where 70% is considered the right target to ensure living standards remain at approximately the same level after retirement. Using Statistics Canada's LifePaths dynamic population micro-simulation model, this paper asks whether those individuals from the 1951–1958 Canadian birth cohort who attain roughly a 70% final employment earnings replacement rate (as conventionally measured) at retirement do, in fact, achieve approximate continuity in their living standards. We find that the conventional final earnings replacement rate measure has little predictive value for living standards continuity between working-life and retirement. The primary reason is that employment earnings in a single year is not a reliable representation of a worker's standard of living — it relies on an inadequate pre-retirement measurement period, does not incorporate important components of consumption sources (such as home equity), and ignores household size (particularly children). As a result, we find that the correlation between the conventional earnings replacement rate and actual living standards continuity is relatively low (0.11). The paper therefore suggests an alternative metric for assessing how well a worker's living standard is maintained after retirement — i.e., the Living Standards Replacement Rate, or the LSRR. The LSRR provides a more accurate, understandable and consistent measure of retirement income adequacy.

Type
Research Article
Creative Commons
Creative Common License - CCCreative Common License - BYCreative Common License - NCCreative Common License - SA
This is an Open Access article, distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike licence (http://creativecommons.org/licenses/by-nc-sa/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the same Creative Commons licence is included and the original work is properly cited. The written permission of Cambridge University Press must be obtained for commercial re-use.
Copyright
Copyright © Astin Bulletin 2016

References

Aguiar, M. and Hurst, E. (2005) Consumption versus expenditure. Journal of Political Economy, 113 (5), 919948.Google Scholar
Alford, S., Farnen, D.B. and Schachet, M. (2004) Affordable Retirement: Light at the End of the Tunnel. Benefits Quarterly, 20 (4), 714.Google Scholar
Avery, M. and Morrison, R.J. (2009) Spending down one's retirement assets in an uncertain world. Prepared for the June 2009 Meetings of the International Microsimulation Association, Ottawa, Ontario, Canada.Google Scholar
Baldwin, B. (2009) Research study on the Canadian retirement income system: Final report. Prepared for the Ministry of Finance, Government of Ontario.Google Scholar
Beach, C. and Finnie, R. (2004) A longitudinal analysis of earnings change in Canada. Canadian Journal of Economics, 37 (1), 219240.CrossRefGoogle Scholar
Bernheim, B.D., Forni, L., Gokhale, J. and Koltikoff, L.J. (May 2000) How Much Should Americans Be Saving for Retirement? American Economic Review, 90 (2), 288292. doi:10.1257/aer.90.2.288.Google Scholar
Biggs, A.G. and Springstead, G.R. (2008) Alternate Measures of Replacement Rates for Social Security Benefits and Retirement Income. Social Security Bulletin, 68 (2), 119.Google ScholarPubMed
Binswanger, J. and Schunk, D. (2012) What is an adequate standard of living during Retirement?. Journal of Pension Economics and Finance, 11 (2), 203222 Google Scholar
Boskin, M. and Shoven, J.B. (1987) Concepts and measures of earnings replacement during retirement. In Issues in Pension Economics. (eds. Bodie, Z., Shoven, J.B. and Wise, D.A.), Chicago: University of Chicago Press.Google Scholar
Brady, P. (2010) Measuring retirement resource adequacy. Journal of Pension Economics and Finance, 9 (2), 235262.Google Scholar
Brancati, C.U., Beach, B., Franklin, B. and Jones, M. (2014) Understanding Retirement Journeys: Expectations vs. Reality. London: International Longevity Centre UK. November.Google Scholar
Brown, J.R. (2009) Understanding the role of annuities in retirement planning. In Overcoming the Saving Slump (Lusardi, A. ed.), Chicago: University of Chicago Press.Google Scholar
Brown, S.L. and Lin, I.-F. (2012) The gray divorce revolution: Rising divorce among middle-aged and older adults, 1990–2010. Journals of Gerontology Series B: Psychological Sciences and Social Sciences, 67 (6), 731741.Google Scholar
Brown, W., Hou, F. and Lafrance, A. (2010) Incomes of retirement-age and working-age Canadians: Accounting for home wwnership, Statistics Canada Economic Analysis Research Paper Series, Ottawa, July 2010.Google Scholar
Brzozowski, M. and Lu, Y. (2010) Home cooking, food consumption, and food production among retired Canadian households. Canadian Public Policy, 36 (1), 107128.Google Scholar
Buhmann, B., Rainter, L., Schmaus, G. and Smeeding, T. (1988) Equivalence scales, well-being, inequality and poverty: Estimates across ten countries using the luxembourg income study database. Review of Income and Wealth, 34 (2), 115142.Google Scholar
Butrica, B.A., Iams, H.M. and Smith, K.E. (2006) The changing impact of social security on retirement income in the United States. In The Distributional Effects of Government Spending and Taxation, edited by Papadimitriou, Dimitri B., 112132. Palgrave Macmillan UK, http://link.springer.com/chapter/10.1057/9780230378605_4.Google Scholar
Chiuri, M.C. and Jappelli, T. (2010) Do the elderly reduce housing equity? An international comparison. Journal of Population Economics 23 (2), 643–63. http://dx.doi.org/10.1007/s00148-008-0217-4.Google Scholar
Clark, W. (2005) What do seniors spend on housing?. Canadian Social Trends, 78, 27 (Statistics Canada Catalogue No. 11–008. Ottawa).Google Scholar
Dekkers, G. and Belloni, M. (2009) Microsimulation, pension adequacy and the dynamic model MIDAS: An introduction, projection AIM – deliverable 4.10.Google Scholar
Denton, F.T., Finnie, R. and Spencer, B.G. (2011) Income replacement in retirement: Longitudinal evidence from income tax records. Canadian Journal on Aging, 30 (3), 117.Google Scholar
Denton, F.T. and Spencer, B.G. (2009) What is retirement? A review and assessment of alternative concepts and measures. Canadian Journal on Aging, 28 (1), 6376.CrossRefGoogle ScholarPubMed
Dexter, M. (1984) Replacement ratios: A major issue in employee pension systems. In National Committee on Public Employee Pension Systems, pp. 4243. Washington, D.C.: National Committee on Public Employee Pension Systems, 1984.Google Scholar
Dodge, D.A., Laurin, A. and Busby, C. (2010) The piggy bank index: Matching Canadians' saving rates to their retirement dreams, C.D. Howe Institute. E-brief no. 95, Toronto, March 2010. Available at: http://www.cdhowe.org/pdf/ebrief_95.pdf Google Scholar
Engen, E.M., Gale, W.G. and Uccello, C.E. (1999) The Adequacy of Household Saving. Brookings Papers on Economic Activity, 2, 65187.Google Scholar
Fernandez-Villaverde, J. and Krueger, D. (2007) Consumption over the life cycle: Facts from consumer expenditure survey data. The Review of Economics and Statistics, 89 (3), 552565.Google Scholar
Fidelity Research Institute (2007) The Fidelity Research Institute Retirement Index. Research Insights Brief; March.Google Scholar
Finnie, R. (1999) Earnings mobility of Canadians, 1982–1992, Perspectives on Labour and Income. Statistics Canada Catalogue No. 75-001.XPE: 9-15. Statistics Canada.Google Scholar
Finnie, R. and Gray, D. (2011) Labour-force participation of older displaced workers in Canada: Should i stay or should i go?, IRPP Study No. 15. Institute for Research and Public Policy, Montreal, Quebec, February.Google Scholar
Flood, L., Jansson, F., Pettersson, T., Pettersson, T., Sundberg, O. and Westerberg, A. (2012) SESIM III - A Swedish dynamic micro simulation model.Google Scholar
Gibson, M.J. and Houser, A. (2007) Valuing the Invaluable: A New Look at the Economic Value of Family Caregiving. Issue Brief (Public Policy Institute (American Association of Retired Persons)), no. IB82, 1–12.Google Scholar
Gourinchas, P.-O. and Parker, J. (2002) Consumption over the life cycle. Econometrica, 70 (1), 4789.Google Scholar
Government Accountability Office (GAO) (2001) Social security: Program's role in helping ensure income adequacy, Report No. GAO-02-62, Washington, D.C., November 2001.Google Scholar
Guay, R. and Jean, L.A. (2013) Long-term returns: A reality check for pension funds and retirement savings, C.D. Howe Institute Commentary No. 395 Pension Policy. December, Toronto.Google Scholar
Gustman, A. and Steinmeier, T. (1998) Effects of pensions on savings: Analysis with data from the health and retirement study, Working Paper No. 6681, Cambridge, MA, August 1998.Google Scholar
Harding, A. (2007) The Australian dynamic population and policy microsimulation model. In IMA Conference, Vienna, Austria.Google Scholar
Haveman, R., Holden, K., Wolfe, B. and Sherlund, S. (2006) Do newly retired workers in the United States have sufficient resources to maintain well-being? Economic Inquiry, 44 (2), 249–64. doi:10.1093/ei/cbj023.Google Scholar
Holmer, M. (2009) Projecting Future U.S. Pension Benefits. Washington, D.C.: Policy Simulation Group.Google Scholar
Human Mortality Database (2013) University of California, Berkeley (USA), and Max Planck Institute for Demographic Research (Germany). Available at www.mortality.org or www.humanmortality.de (data downloaded on [06/01/2013]).Google Scholar
James, E., Vittas, D. and Song, X. (2001) Annuity markets around the world: Money's worth and risk intermediation, CERP Working Paper 16/01, Center for Research on Pensions and Welfare Policies, Moncalieri, Italy.Google Scholar
Keefe, J., Légaré, J., Charbonneau, P. and Décarie, Y. (2012) Intergenerational support to older Canadians by their adult children: Implications for the future. In The Family, the Market or the State? Intergenerational Support Under Pressure in Ageing Societies. International Studies in Population, Vol. 10 (ed. De Santis, G.), pp. 141158. Berlin: Springer Publisher. ISBN 97-94-007-4338.Google Scholar
King, M. and Low, D. (2014) Measuring the ‘World’ real interest rate, NBER Working Paper 19887. Cambridge, MA.Google Scholar
Klevmarken, N.A. (1997) Behavioral Modeling in Micro Simulation Models. A Survey. Working Paper. Uppsala - Working Paper Series. http://econpapers.repec.org/paper/fthuppaal/1997-31.htm.Google Scholar
Kotlikoff, L. (2006) Is conventional financial planning good for your financial health, Boston University working paper 2006.Google Scholar
LaRochelle-Cote, S., Myles, J. and Picot, G. (2008) Income security and stability during retirement in Canada, Analytical Studies Branch Research Paper Series. Cat. No 11F0019M, Ottawa.Google Scholar
Li, J. and O'Donoghue, C. (2013) A survey of dynamic microsimulation models: Uses, model structure and methodology. International Journal of Microsimulation, 6 (2), 355.CrossRefGoogle Scholar
Liu, H., Ostrovsky, Y. and Zhou, J. (2013) Statistics Canada, and Economic Analysis Division. Saving and Wealth: The Adequacy of Household Saving in Canada, http://www.deslibris.ca/ID/238491.Google Scholar
MacDonald, B.-J., Andrews, D. and Brown, R. (2010) The Canadian elder standard - pricing the cost of basic needs for the Canadian elderly. Canadian Journal on Aging/La Revue canadienne du vieillissement 29 (1): 3956.Google Scholar
MacDonald, B.-J., Moore, K., Chen, H. and Brown, R. (2011) Canadian national retirement risk index: employing statistics Canada's LifePaths to measure the financial security of future Canadian seniors. Journal of Canadian Public Policy, 37 (1), 7394.Google Scholar
Macdonald, B.J. and Osberg, L. (2014) Canadian retirement incomes: How much do financial market returns matter?. Canadian Public Policy, 40 (4), 315335.Google Scholar
MacDonald, D. (2015) The feeling's not mutual. the high costs of Canada's mutual fund based retirement system. Canadian Centre for Policy Alternatives March 2015.Google Scholar
Mackenzie, G.A. (2010) The Decline of the Traditional Pension: A Comparative Study of Threats to Retirement Security. Cambridge, New York: Cambridge University Press.Google Scholar
McGill, D.M. and Wharton School, eds. (2010) Fundamentals of Private Pensions. New York: Oxford University Press.Google Scholar
Milevsky, M.A. (2012) The 7 Most Important Equations for Your Retirement. Mississauga: John Wiley & Sons.Google Scholar
Milevsky, M.A. and Shao, L. (2010) Annuities and their derivatives: The recent Canadian experience. Pension Research Council Working Paper. Pension Research Council, University of Pennsylvania. Philadelphia. Available at: http://ssrn.com/abstract=1706893.CrossRefGoogle Scholar
Milevsky, M.A. and Young, V.R. (2007) Annuitization and asset allocation. Journal of Economic Dynamics and Control, 31 (9), 31383177.Google Scholar
Mills, M.S. and Young, M.L. (2004) Facing the new facts of retirement income adequacy. Benefits Quarterly, 20 (4), 4047.Google Scholar
Mitchell, O. and Moore, J. (1998) Can americans afford to retire? New evidence on retirement saving adequacy. Journal of Risk and Insurance, 65 (3), 371400.Google Scholar
Modigliani, F. and Brumberg, R. (1954) Utility analysis and the consumption function: An interpretation of cross-section data. In Post-Keynesian Economics (ed. Kurihara, K.), New Brunswick: Rutgers University Press. Pp 388436.Google Scholar
Moore, J.F. and Mitchell, O.S. (2000) Projected retirement wealth and savings adequacy in the health and retirement study, In Forecasting Retirement Needs and Retirement Wealth (eds. Olivia, S.M., Hammond, P. Brett and Rappaport, A.M.), pp. 6894. Philadelphia, PA: Pension Research Council and the University of Pennsylvania Press.Google Scholar
Moore, K., Robson, W. and Laurin, A. (2010) Canada's looming retirement challenge: Will future retirees be able to maintain their living standards upon retirement?, C.D. Howe Institute Commentary No. 317.Google Scholar
Morissette, R., Zhang, X. and Frenette, M. (2007) Earnings losses of displaced workers: Canadian evidence from a large administrative database on firm closures and mass layoffs, Analytical Studies Branch Research Paper No. 291. Catalogue No. 11F0019MIE, Ottawa.Google Scholar
Morrison, R.J. (2000) Assessing the quality of DYNACAN's synthetically-generated earnings histories. In Paper presented at the 6th Nordic Conference on Microsimulation, June, 2000, Copenhagen, Denmark.Google Scholar
Munnell, A. (2005.May) Do people save enough for retirement? TIAA-CREF Trends and Issues.Google Scholar
Munnell, A., Golub-Sass, F. and Webb, A. (2011) How much to save for a secure retirement, Center for Retirement Research at Boston College Issue Brief Number 11-13. August.Google Scholar
Munnell, A., Orlova, N. and Webb, A. (2013) How important is asset allocation to financial security in retirement? In The Market for Retirement Financial Advice (eds. Mitchell, O.S. and Smetters, K.), pp. 89106. Oxford: Oxford University Press.Google Scholar
Munnell, A. and Soto, M. (2005) What Replacement Rates Do Households Actually Experience in Retirement? Boston: Center for Retirement Research.Google Scholar
Munnell, A., Webb, A. and Delorme, L. (2006) A New National Retirement Risk Index. Chestnut Hill, MA: Center for Retirement Research at Boston College.Google Scholar
Munnell, A., Webb, A. and Golub-Sass, F. (2007a) What moves the national retirement risk index? A look back and an update, Center for Retirement Research at Boston College Issue Brief Number 7–1, January.Google Scholar
Munnell, A., Webb, A. and Golub-Sass, F. (2007b) Is there really a retirement savings crisis? An NRRI analysis, Center for Retirement Research at Boston College Issue Brief Number 7-11, August.Google Scholar
O'Harra, J., Sabelhaus, J.E. and Simpson, M. (2004) Overview of the congressional budget office long-term (CBOLT) policy simulation model. Congressional Budget Office.Google Scholar
Organization for Economic Co-operation and Development, OECD. (2009) Private Pensions and the Financial Crisis: How to Ensure Adequate Retirement Income from Defined Contribution Pension Plans? Working Party on Private Pensions.Google Scholar
Ostrovsky, Y. and Schellenberg, G. (2009) Pension coverage, retirement status, and earnings replacement rates among a cohort of Canadian seniors, Statistics Canada Analytical Studies Branch Research Paper Series, Ottawa, December 2009.Google Scholar
Palmer, B. (1988) The Impact of Tax Reform on Wage Replacement Ratios. Atlanta, GA: Center for Risk Management and Insurance Research at Georgia State University.Google Scholar
Palmer, B. (2008) 2008 GSU/Aon RETIRE Project Report. Atlanta, GA: Center for Risk Management and Insurance Research at Georgia State University.Google Scholar
Pickard, L. (2008) Informal care for older people provided by their adult children: Projections of supply and demand to 2041 in England, Report to the Strategy Unit (Cabinet Office) and the Department of Health, Discussion Paper 2515, London.Google Scholar
Pickard, L. (2011) The supply of informal care in Europe, ENEPRI Research Report No. 94, CEPS, Brussels.Google Scholar
Quinn, J.P. (1999) Retirement patterns and bridge jobs in the 1990's, Employee Benefit Research Institute EBRI Issue Brief 206, Washington, DC.Google Scholar
Reinhart, C.M. and Rogoff, K. (2009) This Time is Different: Eight Centuries of Financial Folly. Princeton, NJ: Princeton University Press.Google Scholar
Ruckman, K. (2003) Expense ratios of North American mutual funds. Canadian Journal of Economics, 36 (1), 192223.Google Scholar
Russell, L.H., Bruce, E.A., and Conahan, J. (2006) A methodology to determine economic security for elders. Washington, DC: Gerontology Institute, University of Massachusetts Boston, and Wider Opportunities for Women.Google Scholar
Schieber, S.J. (2004) Retirement income adequacy: Good news or bad? Benefits Quarterly, 20 (4), 2739.Google Scholar
Scholz, J. and Seshadri, A. (2009) What replacement rates should households use?, Michigan Retirement Research Center Working Paper WP 2009-2014, Wisconsin.Google Scholar
Schwartz, D. (2010) Will a retirement boom start in 2011?. CBC News. December 31, 2010. Available at: http://www.cbc.ca/news/canada/story/2010/12/30/f-boomers-retire.html Google Scholar
Skinner, J. (2007) Are you sure you're saving enough for retirement? Journal of Economic Perspectives, 21 (3), 5980.Google Scholar
Smith, J. (2003) Trends and projections in income replacement during retirement. Journal of Labor Economics, 21 (4), 755781.Google Scholar
Social Security Administration (2008) The future of social security. Washington, DC: SSA (SSA Publication No. 05-10055, ICN 462560).Google Scholar
Social Security Administration (2012a) Social security programs throughout the world: Asia. Washington, DC: SSA, Office of Policy (SSA Publication No. 13-11802).Google Scholar
Social Security Administration (2012b) Social security programs throughout the world: Europe. Washington, DC: SSA, Office of Policy (SSA Publication No. 13-11801).Google Scholar
Social Security Administration (2013a) Social security programs throughout the world: Africa. Washington, DC: SSA, Office of Policy (SSA Publication No. 13-11803).Google Scholar
Social Security Administration (2013b) Social security programs throughout the world: Americas. Washington, DC: SSA, Office of Policy (SSA Publication No. 13-11804).Google Scholar
Spielauer, Martin with contributions from Chantal Hicks, Steve Gribble, Geoff Rowe, Xiaofen Lin, Kevin Moore, Laurie Plager, and Huan Nguyen (2013) The LifePaths Microsimulation Model: An Overview.Google Scholar
Statistics Canada Demography Division (2010) Population projections for Canada, provinces and territories 2009–2036, Cat. No. 91-520-X, Ottawa.Google Scholar
Statistics Canada (2006) The wealth of Canadians: An overview of the results of the survey of financial security 2005, Pension and Wealth Research Paper Series (Cat. No. 13F0026MIE-No. 001), Ottawa, 2006.Google Scholar
Statistics Canada (2011) Census. Living Arrangements of Young Adults Aged 20 to 29.2011 Census in Brief. Ottawa: Statistics Canada, 2012 (Cat. No. 98-312-X2011003).Google Scholar
Steinberg, A. and Lucas, L. (2004) Shifting responsibility: The future of retirement adequacy in America. Benefits Quarterly: 15–26. Adapted from: Hewitt Associates. (2004) Total Retirement Income at Large Companies: The Real Deal.Google Scholar
Steuerle, C., Spiro, C. and Carasso, A. (2000) Do analysts use atypical workers to evaluate social security? In Straight Talk on Social Security and Retirement Policy, (19). Washington DC: The Urban Institute.Google Scholar
TD Economics (2010) Retirement income security reform: Rush prudently, don't run blindly. Special Report. Available at: http://www.td.com/economics/index.jsp.Google Scholar
The Canberra Group (2001) Expert group on household income statistics: Final report and recommendations. Ottawa, Canada.Google Scholar
Government, U.K. Department for Work and Pensions (DWP) (2013) Framework for the analysis of future pension incomes. Ref: ISBN 978-1-78153-799-2 Google Scholar
VanDerhei, J. (2004) Measuring retirement income adequacy, traditional replacement ratios, and results for workers at large companies. EBRI Notes, no. 9 (Employee Benefit Research Institute), September 2004. Washington DC.Google Scholar
VanDerhei, J. (2006) Measuring Retirement Income Adequacy: Calculating Realistic Income Replacement Rates. Washington DC: Employee Benefit Research Institute.Google Scholar
Venti, S.F. and Wise, D.A. (2001) Aging and housing equity. In Innovations for Financing Retirement. Pension Research Council Publications (eds. Mitchell, O.S., Bodie, Z., Hammond, P. Brett and Zeldes, S.) pp. 254–81. Philadelphia: University of Pennsylvania Press.Google Scholar
Venti, S.F. and Wise, D.A. (2004) Aging and housing equity: Another look. In Perspectives on the Economics of Aging (ed. Wise, David A.), pp. 127–75. Chicago: University of Chicago Press for NBER. http://dx.doi.org/10.7208/chicago/9780226903286.003.0004.Google Scholar
Vincent, G.K. and Velkoff, V.A. (2012) US Census Bureau. “The next four decades the older population in the United States: 2010 to 2050. Population estimates and projections P25-1138.” Washington, DC: US Dept. of Commerce, Economics and Statistics Administration, US Census Bureau; 2010.Google Scholar
Wolff, E.N. (2011) Pensions in the 2000s: The lost decade?, NBER Working Paper No. 16991. Cambridge, MA.Google Scholar
Wolfson, M. (2011) Projecting the adequacy of Canadians' retirement incomes: Current prospects and possible reform options, Institute for Research on Public Policy IRPP Study 17, Montreal.Google Scholar