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Well-Being over the Life Span: Semiparametric Evidence from British and German Longitudinal Data

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Author Info
Wunder, Christoph () (University of Erlangen-Nuremberg)
Wiencierz, Andrea (University of Munich)
Schwarze, Johannes () (University of Bamberg)
Küchenhoff, Helmut () (University of Munich)
Kleyer, Sara (University of Munich)
Bleninger, Philipp (University of Munich)
Abstract

This paper applies semiparametric regression models using penalized splines to investigate the profile of well-being over the life span. Splines have the advantage that they do not require a priori assumptions about the form of the curve. Using data from the British Household Panel Survey (BHPS) and the German Socio-Economic Panel Study (SOEP), the analysis shows a common, quite similar, age-specific pattern of life satisfaction for both Britain and Germany that can be characterized by three age stages. In the first stage, life satisfaction declines until approximately the fifth life decade. In the second age stage, well-being clearly increases and has a second turning point (maximum) after which well-being decreases in the third age stage. Several reasons for the three-phase pattern are discussed. We point to the fact that neither polynomial functions of the third nor the fourth degree describe the relationship adequately: polynomials locate the minimum and the maximum imprecisely. In addition, our analysis discusses the indistinguishability of age, period, and cohort effects: we propose estimating age-period models that control for cohort effects including substantive variables, such as the life expectancy of the birth cohort, and further observed socioeconomic characteristics in the regression.

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Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 4155.

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Length: 41 pages
Date of creation: Apr 2009
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Handle: RePEc:iza:izadps:dp4155

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Related research
Keywords: subjective well-being; life satisfaction; semiparametric regression; penalized splines; age-period model; age-cohort model;

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Find related papers by JEL classification:
C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Semiparametric and Nonparametric Methods
C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data
D10 - Microeconomics - - Household Behavior - - - General
I31 - Health, Education, and Welfare - - Welfare and Poverty - - - General Welfare

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  1. Easterlin, Richard A., 2006. "Life cycle happiness and its sources: Intersections of psychology, economics, and demography," Journal of Economic Psychology, Elsevier, vol. 27(4), pages 463-482, August. [Downloadable!] (restricted)
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    Other versions:
  3. Gwozdz, Wencke & Sousa-Poza, Alfonso, 2009. "Ageing, Health and Life Satisfaction of the Oldest Old: An Analysis for Germany," IZA Discussion Papers 4053, Institute for the Study of Labor (IZA). [Downloadable!]
  4. David G. Blanchflower & Andrew Oswald, 2007. "Is Well-being U-Shaped over the Life Cycle?," NBER Working Papers 12935, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  5. Ada Ferrer-i-Carbonell & Paul Frijters, 2004. "How Important is Methodology for the estimates of the determinants of Happiness?," Economic Journal, Royal Economic Society, vol. 114(497), pages 641-659, 07. [Downloadable!] (restricted)
    Other versions:
  6. Andrew E. Clark, 2007. "Born To Be Mild? Cohort Effects Don’t (Fully) Explain Why Well-Being Is U-Shaped in Age," IZA Discussion Papers 3170, Institute for the Study of Labor (IZA). [Downloadable!]
  7. Welch, Finis, 1979. "Effects of Cohort Size on Earnings: The Baby Boom Babies' Financial Bust," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages S65-97, October. [Downloadable!] (restricted)
  8. Moulton, Brent R, 1990. "An Illustration of a Pitfall in Estimating the Effects of Aggregate Variables on Micro Unit," The Review of Economics and Statistics, MIT Press, vol. 72(2), pages 334-38, May. [Downloadable!] (restricted)
  9. Rafael Di Tella & Robert J. MacCulloch & Andrew J. Oswald, 2001. "Preferences over Inflation and Unemployment: Evidence from Surveys of Happiness," American Economic Review, American Economic Association, vol. 91(1), pages 335-341, March. [Downloadable!] (restricted)
  10. Finis Welch, 1979. "Effects of Cohort Size on Earnings: The Baby Boom Babies' Financial Bust," UCLA Economics Working Papers 146, UCLA Department of Economics. [Downloadable!]
  11. J.J. Ehrhardt & W.E. Saris & R. Veenhoven, 2000. "Stability of Life-satisfaction over Time," Journal of Happiness Studies, Springer, vol. 1(2), pages 177-205, June. [Downloadable!] (restricted)
  12. Andrew E. Clark & Andrew J. Oswald, 2006. "The curved relationship between subjective well-being and age," PSE Working Papers 2006-29, PSE (Ecole normale supérieure). [Downloadable!]
  13. Bert G.M. Van Landeghem, 2008. "Human Well-Being over the Life Cycle: Longitudinal Evidence from a 20-Year Panel," LICOS Discussion Papers 21308, LICOS - Centre for Institutions and Economic Performance, K.U.Leuven. [Downloadable!]
  14. Matthew P. Wand & Long Ngo, 2004. "Smoothing with Mixed Model Software," Journal of Statistical Software, American Statistical Association, vol. 9(01), 01. [Downloadable!]
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