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Towards a Theory of Medium Term Life Satisfaction: Two-Way Causation Partly Explains Persistent Satisfaction or Dissatisfaction

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  • Bruce Headey

    (University of Melbourne)

  • Ruud Muffels

    (Tilburg University)

Abstract

Long term panel data enable researchers to construct trajectories of life satisfaction (LS) for individuals over time. In this paper we analyse the trajectories of respondents (N = 3689) in the German Socio-Economic Panel who recorded their LS for 20 consecutive years in 1991–2010. Previous research has shown that at least a quarter of these respondents recorded substantial long term changes in LS (Headey et al. in Proc Natl Acad Sci 107.42:17922–17926, 2010a, in Soc Indic Res 112:725–748, 2013). In this paper, graphs of LS trajectories, and subsequent statistical analysis, show that respondents tend to spend multiple consecutive years above and, in other periods, below their own 20-year mean level of LS. They experience extended ‘good times’ and extended ‘bad times’. These results are contrary to set-point theory which views LS as stable, except for short term fluctuations due to life events. In the later part of the paper we attempt to move towards a theory of medium term life satisfaction. We estimate structural equation models with two-way causation between LS and variables usually treated as causes of LS, including health, physical exercise, frequency of social activities, and satisfaction with work and leisure. Results are interpreted as showing positive feedback loops between these variables and LS, accounting for extended periods of high or low LS. The models are based on a modified concept of ‘Granger-causation’ (Granger in Econometrica 37:424–438, 1969). The main intuition behind Granger-causation is that if x can be shown to be statistically significantly related to y in a model which includes multiple lags of y, then it can be inferred that x is one cause of y.

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  • Bruce Headey & Ruud Muffels, 2016. "Towards a Theory of Medium Term Life Satisfaction: Two-Way Causation Partly Explains Persistent Satisfaction or Dissatisfaction," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 129(2), pages 937-960, November.
  • Handle: RePEc:spr:soinre:v:129:y:2016:i:2:d:10.1007_s11205-015-1146-8
    DOI: 10.1007/s11205-015-1146-8
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    References listed on IDEAS

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    1. Bruce Headey & Ruud Muffels & Gert Wagner, 2013. "Choices Which Change Life Satisfaction: Similar Results for Australia, Britain and Germany," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 112(3), pages 725-748, July.
    2. Bruce Headey, 2008. "Life Goals Matter to Happiness: A Revision of Set-Point Theory," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 86(2), pages 213-231, April.
    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. Betsey Stevenson & Justin Wolfers, 2008. "Economic Growth and Subjective Well-Being: Reassessing the Easterlin Paradox," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 39(1 (Spring), pages 1-102.
    5. Anette Scherpenzeel & Willem Saris, 1996. "Causal direction in a model of life satisfaction: The top-down/bottom-up controversy," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 38(2), pages 161-180, June.
    6. Bruce Headey & Ruut Veenhoven & Alex Wearing, 1991. "Top-down versus bottom-up theories of subjective well-being," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 24(1), pages 81-100, February.
    7. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    8. Stephan Meier & Alois Stutzer, 2008. "Is Volunteering Rewarding in Itself?," Economica, London School of Economics and Political Science, vol. 75(297), pages 39-59, February.
    9. Bruce Headey, 2008. "The Set-Point Theory of Well-Being: Negative Results and Consequent Revisions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 85(3), pages 389-403, February.
    10. P. Bentler & Edward Freeman, 1983. "Tests for stability in linear structural equation systems," Psychometrika, Springer;The Psychometric Society, vol. 48(1), pages 143-145, March.
    11. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    12. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
    13. Easterlin, Richard A., 1974. "Does Economic Growth Improve the Human Lot? Some Empirical Evidence," MPRA Paper 111773, University Library of Munich, Germany.
    14. Easterlin, Richard A. & Angelescu McVey, Laura, 2009. "Happiness and Growth the World Over: Time Series Evidence on the Happiness-Income Paradox," IZA Discussion Papers 4060, Institute of Labor Economics (IZA).
    15. Gert G. Wagner & Joachim R. Frick & Jürgen Schupp, 2007. "The German Socio-Economic Panel Study (SOEP) – Scope, Evolution and Enhancements," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 127(1), pages 139-169.
    16. David F. Greenberg & Ronald C. Kessler, 1982. "Equilibrium and Identification in Linear Panel Models," Sociological Methods & Research, , vol. 10(4), pages 435-451, May.
    17. Naoki Nakazato & Ulrich Schimmack & Shigehiro Oishi, 2011. "Effect of Changes in Living Conditions on Well-Being: A Prospective Top–Down Bottom–Up Model," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 100(1), pages 115-135, January.
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