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Identifying Stabilising Effects on Survey Based Life Satisfaction Using Quasi-maximum Likelihood Estimation

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  • Johannes Klement

    (Wuppertal Institut)

Abstract

To which extent do happiness correlates contribute to the stability of life satisfaction? Which method is appropriate to provide a conclusive answer to this question? Based on life satisfaction data of the German SOEP, we show that by Negative Binomial quasi-maximum likelihood estimation statements can be made as to how far correlates of happiness contribute to the stabilisation of life satisfaction. The results show that happiness correlates which are generally associated with a positive change in life satisfaction, also stabilise life satisfaction and destabilise dissatisfaction with life. In such as they lower the probability of leaving positive states of life satisfaction and increase the probability of leaving dissatisfied states. This in particular applies to regular exercise, volunteering and living in a marriage. We further conclude that both patterns in response behaviour and the quality of the measurement instrument, the life satisfaction scale, have a significant effect on the variation and stability of reported life satisfaction.

Suggested Citation

  • Johannes Klement, 2021. "Identifying Stabilising Effects on Survey Based Life Satisfaction Using Quasi-maximum Likelihood Estimation," Journal of Happiness Studies, Springer, vol. 22(8), pages 3611-3629, December.
    • Handle: RePEc:spr:jhappi:v:22:y:2021:i:8:d:10.1007_s10902-021-00376-3
    DOI: 10.1007/s10902-021-00376-3
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    1. Young Hoon Lee & Ilhyeok Park, 2010. "Happiness and Physical Activity in Special Populations: Evidence From Korean Survey Data," Journal of Sports Economics, , vol. 11(2), pages 136-156, April.
    2. Oswald, Andrew J, 1997. "Happiness and Economic Performance," Economic Journal, Royal Economic Society, vol. 107(445), pages 1815-1831, November.
    3. Denis Gerstorf & Nilam Ram & Guy Mayraz & Mira Hidajat & Ulman Lindenberger & Gert G. Wagner & Jürgen Schupp, 2010. "Late-Life Decline in Well-Being across Adulthood in Germany, the UK, and the US: Something Is Seriously Wrong at the End of Life," SOEPpapers on Multidisciplinary Panel Data Research 286, DIW Berlin, The German Socio-Economic Panel (SOEP).
    4. Angus Deaton, 2008. "Income, Health, and Well-Being around the World: Evidence from the Gallup World Poll," Journal of Economic Perspectives, American Economic Association, vol. 22(2), pages 53-72, Spring.
    5. Bruno S. Frey & Simon Luechinger & Alois Stutzer, "undated". "Valuing Public Goods: The Life Satisfaction Approach," IEW - Working Papers 184, Institute for Empirical Research in Economics - University of Zurich.
    6. Blanchflower, David G. & Oswald, Andrew J., 2008. "Is well-being U-shaped over the life cycle?," Social Science & Medicine, Elsevier, vol. 66(8), pages 1733-1749, April.
    7. Gregori Baetschmann & Kevin E. Staub & Rainer Winkelmann, 2015. "Consistent estimation of the fixed effects ordered logit model," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 178(3), pages 685-703, June.
    8. Andrew E. Clark & Ed Diener & Yannis Georgellis & Richard E. Lucas, 2008. "Lags And Leads in Life Satisfaction: a Test of the Baseline Hypothesis," Economic Journal, Royal Economic Society, vol. 118(529), pages 222-243, June.
    9. Ed Diener & Robert Biswas-Diener, 2002. "Will Money Increase Subjective Well-Being?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 57(2), pages 119-169, February.
    10. Maximilian Riedl & Ingo Geishecker, 2014. "Keep it simple: estimation strategies for ordered response models with fixed effects," Journal of Applied Statistics, Taylor & Francis Journals, vol. 41(11), pages 2358-2374, November.
    11. Goebel Jan & Grabka Markus M. & Liebig Stefan & Kroh Martin & Richter David & Schröder Carsten & Schupp Jürgen, 2019. "The German Socio-Economic Panel (SOEP)," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 239(2), pages 345-360, April.
    12. van Praag, Bernard M.S., "undated". "The Relativity of the Welfare Concept," WIDER Working Papers 295601, United Nations University, World Institute for Development Economic Research (UNU-WIDER).
    13. Christian Bayer & Falko Juessen, 2015. "Happiness and the Persistence of Income Shocks," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(4), pages 160-187, October.
    14. Bottan, Nicolas Luis & Perez Truglia, Ricardo, 2011. "Deconstructing the hedonic treadmill: Is happiness autoregressive?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(3), pages 224-236, May.
    15. Dickerson, Andy & Hole, Arne Risa & Munford, Luke A., 2014. "The relationship between well-being and commuting revisited: Does the choice of methodology matter?," Regional Science and Urban Economics, Elsevier, vol. 49(C), pages 321-329.
    16. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    17. 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.
    18. A. Colin Cameron & Pravin K. Trivedi, 1986. "Econometric models based on count data. Comparisons and applications of some estimators and tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 1(1), pages 29-53, January.
    19. Michael Hagerty & Ruut Veenhoven, 2003. "Wealth and Happiness Revisited – Growing National Income Does Go with Greater Happiness," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 64(1), pages 1-27, October.
    20. Huang, Haifang & Humphreys, Brad R., 2012. "Sports participation and happiness: Evidence from US microdata," Journal of Economic Psychology, Elsevier, vol. 33(4), pages 776-793.
    21. 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.
    22. Daniel Kahneman & Richard H. Thaler, 2006. "Anomalies: Utility Maximization and Experienced Utility," Journal of Economic Perspectives, American Economic Association, vol. 20(1), pages 221-234, Winter.
    23. Edgeworth, Francis Ysidro, 1881. "Mathematical Psychics," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, number edgeworth1881.
    24. Easterlin, Richard A., 1974. "Does Economic Growth Improve the Human Lot? Some Empirical Evidence," MPRA Paper 111773, University Library of Munich, Germany.
    25. Rafael Di Tella & Robert MacCulloch, 2008. "Happiness Adaptation to Income beyond "Basic Needs"," NBER Working Papers 14539, National Bureau of Economic Research, Inc.
    26. Powdthavee, Nattavudh & Stutzer, Alois, 2014. "Economic Approaches to Understanding Change in Happiness," IZA Discussion Papers 8131, Institute of Labor Economics (IZA).
    27. Bruce Headey, 2006. "Life Goals Matter to Happiness: A Revision of Set-Point Theory," Discussion Papers of DIW Berlin 639, DIW Berlin, German Institute for Economic Research.
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