Journal of Family and Economic Issues

, Volume 27, Issue 4, pp 601–625 | Cite as

Determinants of Portfolio Efficiency Losses in US Self-directed Pension Accounts



This empirical study evaluates the magnitude of efficiency losses of household portfolio choices in self-directed pension accounts (SDAs). It uses data from the Survey of Consumer Finances (SCF). The determinants of the magnitude of efficiency losses across household investors are investigated in detail. The findings of this study lend empirical support to the belief that the magnitude of efficiency losses for household investors differs with the different demographic characteristics and investment propensities. In particular, household investors with long-investment horizons, with more autonomy of choices in their SDAs, or with the tendency to select high levels of portfolio risk in SDAs are more vulnerable to efficiency losses. Factors to predict the levels of portfolio risk maintained by household investors in their SDAs are also explored.


Defined contribution plan Efficiency losses Portfolio choice 


  1. Ameriks, J., & Zeldes, S. P. (2001). How do household portfolios vary with age? Working paper, Columbia University, New York.Google Scholar
  2. Angus, J., Brown, W. O., Smith, J. K., & Smith, R. L. (2005). What’s in your 403(b)? Academic retirement plans and the costs of underdiversification. Working paper, Claremont Graduate University, Claremont, CA.Google Scholar
  3. Benartzi, S. (2001). Excessive extrapolation and the allocation of 401(k) accounts to company stock. Journal of Finance, 56, 1747–1764.CrossRefGoogle Scholar
  4. Benartzi, S., & Thaler, R. H. (2001). Naive diversification strategies in retirement saving plans. American Economic Review, 91, 79–98.CrossRefGoogle Scholar
  5. Bergstresser, D. B., & Poterba, J. M. (2004). Asset allocation and asset location: Household evidence from the survey of consumer finances. Journal of Public Economics, 88, 1893–1915.CrossRefGoogle Scholar
  6. Brennan, M. J. (1997). Developments in the financial sector, forces for and implications of structure changes in the financial sector. Sveriges Riksbank, Stockholm.Google Scholar
  7. Brennan, M. J., Torous, W. N. (1999). Individual decision making and investor welfare. Economic Notes, 28, 119–143.CrossRefGoogle Scholar
  8. Brinson, G. P., Hood, L. R., & Beebower, G. L. (1986). Determinants of portfolio performance. Financial Analysts Journal, 42, 39–44.CrossRefGoogle Scholar
  9. Brinson, G. P., Singer, B. D., & Beebower, G. L. (1991). Determinants of portfolio performance II: An update. Financial Analysts Journal, 47, 40–48.CrossRefGoogle Scholar
  10. Butler, K. C., & Domian, D. L. (1991). Risk, diversification, and the investment horizon. Journal of Portfolio Management, 17, 3–28.CrossRefGoogle Scholar
  11. Campbell, J. Y., & Viceira, L. M. (2002). Strategic asset allocation: Portfolio choice for long-term investors. Oxford University Press, New York.Google Scholar
  12. Clark, R., Goodfellow, G. P., Schieber, S. J., & Warsick, D. A. (1998). Making the most of 401(k) plans: Who’s choosing what and why. Working paper, North Carolina State University, North Carolina.Google Scholar
  13. Elton, E. J., Gruber, M. J., & Blake, C. R. (2004). The adequacy of investment choices offered by 401K plans. Working paper, New York University, New York.Google Scholar
  14. Grable, J. E., & Lytton, R. H. (1998). Investor risk tolerance: testing the efficacy of demographics as differentiating and classifying factors. Financial Counseling and Planning 9, 61–73.Google Scholar
  15. Government Accountability Office (2005). Social Security reform: Early action would be prudent, statement of U.S. comptroller general David M. Walker before the house committee on ways and means. GAO-05-397T.Google Scholar
  16. Huang, J. (2001). Taxable or tax deferred account? Portfolio decisions with multiple investment goals. Working paper, University of Texas, Texas.Google Scholar
  17. Ibbotson, R. G., & Kaplan, P. D. (2000). Does asset allocation policy explain 40, 90, or 100% of performance? Financial Analysts Journal, 56, 26–33.CrossRefGoogle Scholar
  18. Lai, C. W., & Hanna, S. D. (2004). Are the portfolios of older worker households efficient? Journal of Personal Finance, 3, 101–117.Google Scholar
  19. Lee, S. L., & Stevenson, S. (2005). The case for REITs in the mixed-asset portfolio in the short and long run. Journal of Real Estate Portfolio Management, 11, 55–80.Google Scholar
  20. Markowitz, H. (1952). Portfolio selection. Journal of Finance, 7, 77–91.CrossRefGoogle Scholar
  21. Montalto, C. P., & Sung, J. (1996). Multiple imputation in the 1992 survey of consumer finances. Financial Counseling and Planning, 7, 133–146.Google Scholar
  22. Poe, G. L., Giraud, K. L., & Loomis, J. B. (2005). Computational methods for measuring the difference of empirical distributions. American Journal of Agriculture Economics, 87, 353–365.CrossRefGoogle Scholar
  23. Poterba, J. M., & Samwick, A. (2003). Taxation and household portfolio composition: Evidence from tax reforms in 1980s and 1990s. Journal of Public Economics, 87, 5–39.CrossRefGoogle Scholar
  24. Poterba, J. M., Shoven, J. B., & Sialm, C. (2004). Asset location for retirement savers: Private Pensions and Public Policies, Brooking Institution, Washington, 290–331.Google Scholar
  25. Pratt, J. W. (1964). Risk aversion in the small and in the large. Econometrica, 32, 122–136.CrossRefGoogle Scholar
  26. Schooley, D. K., & Worden, D. D. (1996). Risk aversion measures: Comparing attitudes and asset allocation. Financial Services Review, 5, 87–99.CrossRefGoogle Scholar
  27. Shoven, J. B., & Sialm, C. (2004). Asset location in tax-deferred and conventional savings accounts. Journal of Public Economics, 88, 23–38.CrossRefGoogle Scholar
  28. Sung, J., & Hanna, S. D. (1996). Factors related to household risk tolerance: An ordered probit analysis. Consumer Interests Annual, 42, 227–228.Google Scholar
  29. Thaler, R. H., & Benartzi, S. (2004). Save More Tomorrow™: Using behavioral economics to increase employee saving. Journal of Political Economy, 112, 164–187.CrossRefGoogle Scholar
  30. US Department of Labor Employee Benefits Security Administration (2005). Private pension plan bulletin. US Government Printing Office, Washington, DC.Google Scholar
  31. VanDerhei, J., Galer, R., Quick, C., & Rea, J. (1999). 401(k) plan asset allocation, account balances, and loan activity. EBRI Issue Brief 205.Google Scholar
  32. Xiao, J. J., Alhabeeb, M. J., Hong, G. S., & Haynes, G. W. (2001). Attitude toward risk and risk-taking behavior of business-owning families. Journal of Consumer Affairs, 35, 307–325.CrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media, Inc. 2006

Authors and Affiliations

  1. 1.Department of FinanceYuan-Ze UniversityTaoyuanTaiwan

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