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Social Security and saving: A time-series econometrics pedagogical example (with code)

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  • Charles S. Wassell, Jr.

Abstract

In 1974, and then again in 1996, Martin Feldstein published studies of the impact of the Social Security system on private saving in the U.S. economy. He found that Social Security depressed personal saving by a substantial amount—up to 50 percent. The author uses the Feldstein data and empirical models in this article to illustrate the steps in analyzing distributed lag problems. These particular data and methods exemplify, among other things, unit roots, autocorrelated residuals, spurious regression, trend breaks, and cointegration. As such, they provide an excellent pedagogical case study. All R code for this article is provided so that students may replicate and extend the included models and results.

Suggested Citation

  • Charles S. Wassell, Jr., 2018. "Social Security and saving: A time-series econometrics pedagogical example (with code)," The Journal of Economic Education, Taylor & Francis Journals, vol. 49(1), pages 103-114, January.
    • Handle: RePEc:taf:jeduce:v:49:y:2018:i:1:p:103-114
    DOI: 10.1080/00220485.2017.1397575
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    References listed on IDEAS

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    1. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    2. Beach, Charles M & MacKinnon, James G, 1978. "A Maximum Likelihood Procedure for Regression with Autocorrelated Errors," Econometrica, Econometric Society, vol. 46(1), pages 51-58, January.
    3. Gonzalo, Jesus, 1994. "Five alternative methods of estimating long-run equilibrium relationships," Journal of Econometrics, Elsevier, vol. 60(1-2), pages 203-233.
    4. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    5. Michael R. Darby, 1979. "The Effects of Social Security on Income and the Capital Stock," Books, American Enterprise Institute, number 936292, September.
    6. Nelson, Charles R. & Plosser, Charles I., 1982. "Trends and random walks in macroeconmic time series : Some evidence and implications," Journal of Monetary Economics, Elsevier, vol. 10(2), pages 139-162.
    7. Martin Feldstein & Robert J. Barro, 1978. "The Impact of Social Security on Private Saving: Evidence from the U.S. Time Series," Books, American Enterprise Institute, number 936368, September.
    8. Martin Feldstein, 2005. "Rethinking Social Insurance," American Economic Review, American Economic Association, vol. 95(1), pages 1-24, March.
    9. Feldstein, Martin S, 1982. "Social Security and Private Saving: Reply," Journal of Political Economy, University of Chicago Press, vol. 90(3), pages 630-642, June.
    10. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
    11. Feldstein, Martin S, 1974. "Social Security, Induced Retirement, and Aggregate Capital Accumulation," Journal of Political Economy, University of Chicago Press, vol. 82(5), pages 905-926, Sept./Oct.
    12. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
    13. Leimer, Dean R & Lesnoy, Selig D, 1982. "Social Security and Private Saving: New Time-Series Evidence," Journal of Political Economy, University of Chicago Press, vol. 90(3), pages 606-629, June.
    14. Martin Feldstein, 1982. "The Welfare Cost of Social Security's Impact on Private Saving," NBER Working Papers 0969, National Bureau of Economic Research, Inc.
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