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Employer Matching and 401(k) Saving: Evidence from the Health and Retirement Study

  • Gary V. Engelhardt
  • Anil Kumar

Employer matching of employee 401(k) contributions can provide a powerful incentive to save for retirement and is a key component in pension-plan design in the United States. Using detailed administrative contribution, earnings, and pension-plan data from the Health and Retirement Study, this analysis formulates a life-cycle-consistent econometric specification of 401(k) saving and estimates the determinants of saving accounting for non-linearities in the household budget set induced by matching. The participation estimates indicate that an increase in the match rate by 25 cents per dollar of employee contribution raises 401(k) participation by 3.75 to 6 percentage points, and the estimated elasticity of participation with respect to matching ranges from 0.02-0.07. The parametric and semi-parametric estimates for saving indicate that an increase in the match rate by 25 cents per dollar of employee contribution raises 401(k) saving by $400-$700 (in 1991 dollars). The estimated elasticity of 401(k) saving to matching is also small and ranges from 0.09-0.12 overall, with just under half of this effect on the intensive margin. Overall, the analysis reveals that matching is a rather poor policy instrument with which to raise retirement saving.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 12447.

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Date of creation: Aug 2006
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Publication status: published as Engelhardt, Gary V. & Kumar, Anil, 2007. "Employer matching and 401(k) saving: Evidence from the health and retirement study," Journal of Public Economics, Elsevier, vol. 91(10), pages 1920-1943, November.
Handle: RePEc:nbr:nberwo:12447
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  1. Summers, Lawrence H, 1981. "Capital Taxation and Accumulation in a Life Cycle Growth Model," American Economic Review, American Economic Association, vol. 71(4), pages 533-44, September.
  2. Diamond, Peter & Koszegi, Botond, 2003. "Quasi-hyperbolic discounting and retirement," Journal of Public Economics, Elsevier, vol. 87(9-10), pages 1839-1872, September.
  3. Douglas W. Elmendorf, 1996. "The effect of interest-rate changes on household saving and consumption: a survey," Finance and Economics Discussion Series 96-27, Board of Governors of the Federal Reserve System (U.S.).
  4. Burtless, Gary & Hausman, Jerry A, 1978. "The Effect of Taxation on Labor Supply: Evaluating the Gary Negative Income Tax Experiments," Journal of Political Economy, University of Chicago Press, vol. 86(6), pages 1103-30, December.
  5. Blundell, Richard & Browning, Martin & Meghir, Costas, 1994. "Consumer Demand and the Life-Cycle Allocation of Household Expenditures," Review of Economic Studies, Wiley Blackwell, vol. 61(1), pages 57-80, January.
  6. Christopher D. Carroll, 1992. "The Buffer-Stock Theory of Saving: Some Macroeconomic Evidence," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 23(2), pages 61-156.
  7. Laibson, David, 1997. "Golden Eggs and Hyperbolic Discounting," The Quarterly Journal of Economics, MIT Press, vol. 112(2), pages 443-77, May.
  8. Newey, Whitney K., 1987. "Specification tests for distributional assumptions in the Tobit model," Journal of Econometrics, Elsevier, vol. 34(1-2), pages 125-145.
  9. James J. Choi & David Laibson & Brigitte C. Madrian, 2005. "$100 Bills on the Sidewalk: Suboptimal Saving in 401(k) Plans," Levine's Bibliography 784828000000000649, UCLA Department of Economics.
  10. James J. Choi & David Laibson & Brigitte C. Madrian & Andrew Metrick, 2003. "Optimal Defaults," American Economic Review, American Economic Association, vol. 93(2), pages 180-185, May.
  11. James Choi & David Laibson & Brigitte Madrian & Andrew Metrick, 2003. "Passive Decisions and Potent Defaults," NBER Working Papers 9917, National Bureau of Economic Research, Inc.
  12. Olivia S. Mitchell & Jan Olson & Thomas Steinmeier, . "Construction of the Earnings and Benefits File (EBF) for Use with the Health and Retirement Survey," Pension Research Council Working Papers 98-19, Wharton School Pension Research Council, University of Pennsylvania.
  13. Hausman, Jerry A, 1985. "The Econometrics of Nonlinear Budget Sets," Econometrica, Econometric Society, vol. 53(6), pages 1255-82, November.
  14. Alan L. Gustman & Olivia S. Mitchell & Andrew A. Samwick & Thomas L. Steinmeier, 1997. "Pension and Social Security Wealth in the Health and Retirement Study," NBER Working Papers 5912, National Bureau of Economic Research, Inc.
  15. Julie Agnew & Pierluigi Balduzzi & Annika Sundén, 2003. "Portfolio Choice and Trading in a Large 401(k) Plan," American Economic Review, American Economic Association, vol. 93(1), pages 193-215, March.
  16. Robert B. Barsky & Miles S. Kimball & F. Thomas Juster & Matthew D. Shapiro, 1995. "Preference Parameters and Behavioral Heterogeneity: An Experimental Approach in the Health and Retirement Survey," NBER Working Papers 5213, National Bureau of Economic Research, Inc.
  17. Gary V. Engelhardt & Anil Kumar, 2006. "Employer Matching and 401(k) Saving: Evidence from the Health and Retirement Study," DNB Working Papers 079, Netherlands Central Bank, Research Department.
  18. James P. Ziliak & Thomas J. Kniesner, 1999. "Estimating Life Cycle Labor Supply Tax Effects," Journal of Political Economy, University of Chicago Press, vol. 107(2), pages 326-359, April.
  19. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
  20. B. Douglas Bernheim & Daniel M. Garrett & Dean M. Maki, 1997. "Education and Saving: The Long-Term Effects of High School Financial Curriculum Mandates," Working Papers 97012, Stanford University, Department of Economics.
  21. Annette Vissing-Jorgensen, 2002. "Limited Asset Market Participation and the Elasticity of Intertemporal Substitution," NBER Working Papers 8896, National Bureau of Economic Research, Inc.
  22. Campbell, John & Cocco, Joao, 2003. "Household Risk Management and Optimal Mortgage Choice," Scholarly Articles 3157876, Harvard University Department of Economics.
  23. John B. Shoven, 1999. "The Location and Allocation of Assets in Pension and Conventional Savings Accounts," NBER Working Papers 7007, National Bureau of Economic Research, Inc.
  24. Brigitte C. Madrian & Dennis F. Shea, 2000. "The Power of Suggestion: Inertia in 401(k) Participation and Savings Behavior," NBER Working Papers 7682, National Bureau of Economic Research, Inc.
  25. Joulfaian, David & Richardson, David, 2001. "Who Takes Advantage of Tax-Deferred Savings Programs? Evidence from Federal Income Tax Data," National Tax Journal, National Tax Association, vol. 54(n. 3), pages 669-88, September.
  26. James J. Choi & David Laibson & Brigitte C. Madrian & Andrew Metrick, 2001. "For Better or For Worse: Default Effects and 401(k) Savings Behavior," NBER Working Papers 8651, National Bureau of Economic Research, Inc.
  27. Gene Amromin & Jennifer Huang & Clemens Sialm, 2007. "The tradeoff between mortgage prepayments and tax-deferred retirement savings," NBER Chapters, in: Trans-Atlantic Public Economics Seminar (TAPES), Public Policy and Retirement, pages 2014-2040 National Bureau of Economic Research, Inc.
  28. Brown, Jeffrey R. & Liang, Nellie & Weisbenner, Scott, 2006. "401(k) matching contributions in company stock: Costs and benefits for firms and workers," Journal of Public Economics, Elsevier, vol. 90(6-7), pages 1315-1346, August.
  29. Bernheim, B. Douglas & Garrett, Daniel M., 2003. "The effects of financial education in the workplace: evidence from a survey of households," Journal of Public Economics, Elsevier, vol. 87(7-8), pages 1487-1519, August.
  30. Duflo, Esther & Gale, William & Liebman, Jeff & Orszag, Peter & Saez, Emmanuel, 2005. "Saving Incentives for Low- and Middle-Income Families: Evidence from a Field Experiment with H&R Block," CEPR Discussion Papers 5332, C.E.P.R. Discussion Papers.
  31. Olivia S. Mitchell & Stephen P. Utkus, 2002. "The Role of Company Stock in Defined Contribution Plans," NBER Working Papers 9250, National Bureau of Economic Research, Inc.
  32. Mitchell, Olivia S, 1988. "Worker Knowledge of Pension Provisions," Journal of Labor Economics, University of Chicago Press, vol. 6(1), pages 21-39, January.
  33. Attanasio, Orazio P & Weber, Guglielmo, 1995. "Is Consumption Growth Consistent with Intertemporal Optimization? Evidence from the Consumer Expenditure Survey," Journal of Political Economy, University of Chicago Press, vol. 103(6), pages 1121-57, December.
  34. Bassett, William F. & Fleming, Michael J. & Rodrigues, Anthony P., 1998. "How Workers Use 401(k) Plans: The Participation, Contribution, and Withdrawal Decisions," National Tax Journal, National Tax Association, vol. 51(n. 2), pages 263-89, June.
  35. R. Glenn Hubbard & Jonathan S. Skinner, 1996. "Assessing the Effectiveness of Saving Incentives," NBER Working Papers 5686, National Bureau of Economic Research, Inc.
  36. Chester Spatt & Robert Dammon & Harold Zhang, 1998. "Optimal Consumption and Investment with Capital Gains Taxes," GSIA Working Papers 1999-16, Carnegie Mellon University, Tepper School of Business.
  37. James J. Choi & David Laibson & Brigitte C. Madrian & Andrew Metrick, 2001. "Defined Contribution Pensions: Plan Rules, Participant Decisions, and the Path of Least Resistance," NBER Working Papers 8655, National Bureau of Economic Research, Inc.
  38. James M. Poterba & John B. Shoven & Clemens Sialm, 2000. "Asset Location for Retirement Savers," NBER Working Papers 7991, National Bureau of Economic Research, Inc.
  39. Courtney Coile & Jonathan Gruber, 2000. "Social Security and Retirement," NBER Working Papers 7830, National Bureau of Economic Research, Inc.
  40. James M. Poterba, 2003. "Employer Stock and 401(k) Plans," American Economic Review, American Economic Association, vol. 93(2), pages 398-404, May.
  41. James M. Poterba & Steven F. Venti & David A. Wise, 1996. "How Retirement Saving Programs Increase Saving," Journal of Economic Perspectives, American Economic Association, vol. 10(4), pages 91-112, Fall.
  42. Leslie E. Papke, 1995. "Participation in and Contributions to 401(k) Pension Plans: Evidence from Plan Data," Journal of Human Resources, University of Wisconsin Press, vol. 30(2), pages 311-325.
  43. Newey, Whitney K., 1986. "Linear instrumental variable estimation of limited dependent variable models with endogenous explanatory variables," Journal of Econometrics, Elsevier, vol. 32(1), pages 127-141, June.
  44. Angus Deaton, 1989. "Saving and Liquidity Constraints," NBER Working Papers 3196, National Bureau of Economic Research, Inc.
  45. Robert E. Hall, 1981. "Intertemporal Substitution in Consumption," NBER Working Papers 0720, National Bureau of Economic Research, Inc.
  46. Pierre-Olivier Gourinchas & Jonathan A. Parker, 2002. "Consumption Over the Life Cycle," Econometrica, Econometric Society, vol. 70(1), pages 47-89, January.
  47. Cunningham, Christopher R. & Engelhardt, Gary V., 2002. "Federal Tax Policy, Employer Matching, and 401(k) Saving: Evidence from HRS W-2 Records," National Tax Journal, National Tax Association, vol. 55(3), pages 617-45, September.
  48. Leora Friedberg & Anthony Webb, 2003. "Retirement and the Evolution of Pension Structure," NBER Working Papers 9999, National Bureau of Economic Research, Inc.
  49. Soren Blomquist & Whitney Newey, 1999. "Nonparametric Estimation with Nonlinear Budget Sets," Working papers 99-03, Massachusetts Institute of Technology (MIT), Department of Economics.
  50. Engelhardt, Gary V. & Kumar, Anil, 2005. "Social security personal-account participation with government matching," Journal of Pension Economics and Finance, Cambridge University Press, vol. 4(02), pages 155-179, July.
  51. Tullio Jappelli & Jörn-Steffen Pischke & Nicholas S. Souleles, 1998. "Testing For Liquidity Constraints In Euler Equations With Complementary Data Sources," The Review of Economics and Statistics, MIT Press, vol. 80(2), pages 251-262, May.
  52. R. Glenn Hubbard & Jonathan S. Skinner, 1996. "Assessing the Effectiveness of Saving Incentives," Books, American Enterprise Institute, number 53540, 2.
  53. Moffitt, Robert, 1990. "The Econometrics of Kinked Budget Constraints," Journal of Economic Perspectives, American Economic Association, vol. 4(2), pages 119-39, Spring.
  54. Robert M. Dammon & Chester S. Spatt & Harold H. Zhang, 2004. "Optimal Asset Location and Allocation with Taxable and Tax-Deferred Investing," Journal of Finance, American Finance Association, vol. 59(3), pages 999-1037, 06.
  55. Annette Vissing-Jorgensen, 2002. "Limited Asset Market Participation and the Elasticity of Intertemporal Substitution," Journal of Political Economy, University of Chicago Press, vol. 110(4), pages 825-853, August.
  56. Daniel Feenberg & Elisabeth Coutts, 1993. "An introduction to the TAXSIM model," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 12(1), pages 189-194.
  57. O'Donoghue, Ted & Rabin, Matthew, 1997. "Doing It Now or Later," Department of Economics, Working Paper Series qt7t44m5b0, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
  58. Martha Starr-McCluer & Annika Sunden, 1999. "Workers' knowledge of their pension coverage: a reevaluation," Finance and Economics Discussion Series 1999-05, Board of Governors of the Federal Reserve System (U.S.).
  59. 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 S164-S187, February.
  60. Thomas MaCurdy & David Green & Harry Paarsch, 1990. "Assessing Empirical Approaches for Analyzing Taxes and Labor Supply," Journal of Human Resources, University of Wisconsin Press, vol. 25(3), pages 415-490.
  61. James J. Choi & David Laibson & Brigitte C. Madrian, 2004. "Plan Design and 401(k) Savings Outcomes," NBER Working Papers 10486, National Bureau of Economic Research, Inc.
  62. Patrick J. Bayer & B. Douglas Bernheim & John Karl Scholz, 2009. "The Effects Of Financial Education In The Workplace: Evidence From A Survey Of Employers," Economic Inquiry, Western Economic Association International, vol. 47(4), pages 605-624, October.
  63. Karen E. Dynan, 1993. "How prudent are consumers?," Working Paper Series / Economic Activity Section 135, Board of Governors of the Federal Reserve System (U.S.).
  64. Richard W. Blundell & James L. Powell, 2004. "Endogeneity in Semiparametric Binary Response Models," Review of Economic Studies, Oxford University Press, vol. 71(3), pages 655-679.
  65. Dynan, Karen E, 1993. "How Prudent Are Consumers?," Journal of Political Economy, University of Chicago Press, vol. 101(6), pages 1104-13, December.
  66. Mitali Das & Whitney K. Newey & Francis Vella, 2003. "Nonparametric Estimation of Sample Selection Models," Review of Economic Studies, Wiley Blackwell, vol. 70(1), pages 33-58, January.
  67. Mitchell, Olivia S. & Utkus, Stephen P. & Yang, Tongxuan (Stella), 2007. "Turning Workers into Savers? Incentives, Liquidity, and Choice in 401(k) Plan Design," National Tax Journal, National Tax Association, vol. 60(3), pages 469-89, September.
  68. Shoven, John B. & Sialm, Clemens, 2004. "Asset location in tax-deferred and conventional savings accounts," Journal of Public Economics, Elsevier, vol. 88(1-2), pages 23-38, January.
  69. Alan L. Gustman & Thomas L. Steinmeier, 1999. "What People Don't Know About Their Pensions and Social Security: An Analysis Using Linked Data from the Health and Retirement Study," NBER Working Papers 7368, National Bureau of Economic Research, Inc.
  70. Newey, Whitney K., 1987. "Efficient estimation of limited dependent variable models with endogenous explanatory variables," Journal of Econometrics, Elsevier, vol. 36(3), pages 231-250, November.
  71. Browning, Martin & Deaton, Angus & Irish, Margaret, 1985. "A Profitable Approach to Labor Supply and Commodity Demands over the Life-Cycle," Econometrica, Econometric Society, vol. 53(3), pages 503-43, May.
  72. repec:crr:crrwps:2000-12 is not listed on IDEAS
  73. Engelhardt, Gary V., 2002. "Pre-Retirement Lump-Sum Pension Distributions and Retirement Income Security: Evidence from the Health and Retirement Study," National Tax Journal, National Tax Association, vol. 55(4), pages 665-85, December.
  74. McDonald, John F & Moffitt, Robert A, 1980. "The Uses of Tobit Analysis," The Review of Economics and Statistics, MIT Press, vol. 62(2), pages 318-21, May.
  75. Papke, Leslie E. & Poterba, James M., 1995. "Survey evidence on employer match rates and employee saving behavior in 401(k) plans," Economics Letters, Elsevier, vol. 49(3), pages 313-317, September.
  76. repec:fth:pennfi:69 is not listed on IDEAS
  77. Richard H. Thaler & Shlomo Benartzi, 2001. "Naive Diversification Strategies in Defined Contribution Saving Plans," American Economic Review, American Economic Association, vol. 91(1), pages 79-98, March.
  78. Richard Blundell & Thomas MaCurdy, 1998. "Labour supply: a review of alternative approaches," IFS Working Papers W98/18, Institute for Fiscal Studies.
  79. Vella, F, 1992. "Simple Tests for Sample Selection Bias in Censored and Discrete Choice Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 7(4), pages 413-21, Oct.-Dec..
  80. Muellbauer, John, 1976. "Community Preferences and the Representative Consumer," Econometrica, Econometric Society, vol. 44(5), pages 979-99, September.
  81. Eric M. Engen & William G. Gale & John Karl Scholz, 1996. "The Illusory Effects of Saving Incentives on Saving," Journal of Economic Perspectives, American Economic Association, vol. 10(4), pages 113-138, Fall.
  82. Johnson, Richard W & Sambamoorthi, Usha & Crystal, Stephen, 2000. "Pension Wealth at Midlife: Comparing Self-Reports with Provider Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 46(1), pages 59-83, March.
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