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The Reliability of Subjective Well-Being Measures

Author

Listed:
  • Alan B. Krueger

    (Princeton University)

  • David A. Schkade

    (University of California, San Diego)

Abstract
Economists are increasingly analyzing data on subjective well-being. Since 2000, 157 papers and numerous books have been published in the economics literature using data on life satisfaction or subjective well-being, according to a search of Econ Lit.1 Here we analyze the test-retest reliability of two measures of subjective well-being: a standard life satisfaction question and affective experience measures derived from the Day Reconstruction Method (DRM). Although economists have longstanding reservations about the feasibility of interpersonal comparisons of utility that we can only partially address here, another question concerns the reliability of such measurements for the same set of individuals over time. Overall life satisfaction should not change very much from week to week. Likewise, individuals who have similar routines from week to week should experience similar feelings over time. How persistent are individuals? responses to subjective well-being questions? To anticipate our main findings, both measures of subjective well-being (life satisfaction and affective experience) display a serial correlation of about 0.60 when assessed two weeks apart, which is lower than the reliability ratios typically found for education, income and many other common micro economic variables (Bound, Brown, and Mathiowetz, 2001 and Angrist and Krueger, 1999), but high enough to support much of the research that has been undertaken on subjective well-being.

Suggested Citation

  • Alan B. Krueger & David A. Schkade, 2007. "The Reliability of Subjective Well-Being Measures," Working Papers 64, Princeton University, Department of Economics, Center for Economic Policy Studies..
    • Handle: RePEc:pri:cepsud:138
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    References listed on IDEAS

    as
    1. Blanchflower, David G. & Oswald, Andrew J., 2004. "Well-being over time in Britain and the USA," Journal of Public Economics, Elsevier, vol. 88(7-8), pages 1359-1386, July.
    2. Rafael Di Tella & Robert J. MacCulloch & Andrew J. Oswald, 2003. "The Macroeconomics of Happiness," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 809-827, November.
    3. Bruno S. Frey & Alois Stutzer, 2002. "What Can Economists Learn from Happiness Research?," Journal of Economic Literature, American Economic Association, vol. 40(2), pages 402-435, June.
    4. Freeman, Richard B, 1978. "Job Satisfaction as an Economic Variable," American Economic Review, American Economic Association, vol. 68(2), pages 135-141, May.
    5. Angrist, Joshua D. & Krueger, Alan B., 1999. "Empirical strategies in labor economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 23, pages 1277-1366, Elsevier.
    6. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    7. Michael Eid & Ed Diener, 2004. "Global Judgments of Subjective Well-Being: Situational Variability and Long-Term Stability," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 65(3), pages 245-277, February.
    8. Jonathan Gruber & Sendhil Mullainathan, 2006. "Do Cigarette Taxes Make Smokers Happier?," Palgrave Macmillan Books, in: Yew-Kwang Ng & Lok Sang Ho (ed.), Happiness and Public Policy, chapter 6, pages 109-146, Palgrave Macmillan.
    9. Bound, John & Brown, Charles & Mathiowetz, Nancy, 2001. "Measurement error in survey data," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 59, pages 3705-3843, Elsevier.
    10. David G. Blanchflower & Andrew J. Oswald, 2004. "Money, Sex and Happiness: An Empirical Study," Scandinavian Journal of Economics, Wiley Blackwell, vol. 106(3), pages 393-415, October.
    11. Koenker, Roger & Bassett, Gilbert, Jr, 1982. "Robust Tests for Heteroscedasticity Based on Regression Quantiles," Econometrica, Econometric Society, vol. 50(1), pages 43-61, January.
    12. Daniel Kahneman & Alan B. Krueger, 2006. "Developments in the Measurement of Subjective Well-Being," Journal of Economic Perspectives, American Economic Association, vol. 20(1), pages 3-24, Winter.
    13. M Patterson & P Warr & M West, 2004. "Organizational Climate and Company Productivity: the Role of Employee Affect and Employee Level," CEP Discussion Papers dp0626, Centre for Economic Performance, LSE.
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    15. Nicolai Kristensen & Niels Westergaard-Nielsen, 2007. "Reliability of job satisfaction measures," Journal of Happiness Studies, Springer, vol. 8(2), pages 273-292, June.
    16. Daniel Kahneman & Alan B. Krueger & David Schkade & Norbert Schwarz & Arthur A. Stone, 2006. "Would You Be Happier If You Were Richer? A Focusing Illusion," Working Papers 77, Princeton University, Department of Economics, Center for Economic Policy Studies..
    17. Easterlin, Richard A., 1995. "Will raising the incomes of all increase the happiness of all?," Journal of Economic Behavior & Organization, Elsevier, vol. 27(1), pages 35-47, June.
    18. Paul Frijters & John P. Haisken-DeNew & Michael A. Shields, 2004. "Money Does Matter! Evidence from Increasing Real Income and Life Satisfaction in East Germany Following Reunification," American Economic Review, American Economic Association, vol. 94(3), pages 730-740, June.
    19. Daniel Kahneman & Alan B. Krueger & David Schkade & Norbert Schwarz & Arthur A. Stone, 2006. "Would You Be Happier If You Were Richer? A Focusing Illusion," Working Papers 77, Princeton University, Department of Economics, Center for Economic Policy Studies..
    20. Richard Kammann & Marcelle Farry & Peter Herbison, 1984. "The analysis and measurement of happiness as a sense of well-being," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 15(2), pages 91-115, August.
    21. Angus Deaton, 2010. "Income, Aging, Health and Well-Being around the World: Evidence from the Gallup World Poll," NBER Chapters, in: Research Findings in the Economics of Aging, pages 235-263, National Bureau of Economic Research, Inc.
    22. John Yardley & Robert Rice, 1991. "The relationship between mood and subjective well-being," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 24(1), pages 101-111, February.
    23. Sonja Lyubomirsky & Heidi Lepper, 1999. "A Measure of Subjective Happiness: Preliminary Reliability and Construct Validation," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 46(2), pages 137-155, February.
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    More about this item

    JEL classification:

    • I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination

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