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Multidimensionality of Longitudinal Data: Unlocking the Age-Happiness Puzzle

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  • Ning Li

    (University of Melbourne)

Abstract

In social economic data analysis, sometimes the explanatory variables that are statistically significant in OLS regressions in cross-section or pooled data become insignificant after controlling for individual fixed effects. This phenomenon was observed in the study of the relationship between age and happiness. The discrepancy in estimates between regressions with and without controlling for individual fixed effects was known as the age-happiness mystery. This paper points out that OLS regressions based on cross-section data reflect the difference in average happiness across birth cohorts. In contrast, regressions controlling for individual fixed effects reflect the change in happiness over life cycle within individuals. For the first time in the literature, the co-existence of a cross-section U shape and a longitudinally declining pattern in the relationship between age and happiness is established. Using data from the Household, Income and Labour Dynamics in Australia (HILDA) Survey, this paper explains the exact meaning of fixed-effects regressions of happiness on age, gives insight into the age-happiness puzzle, and raises the awareness of multidimensionality of longitudinal data.

Suggested Citation

  • Ning Li, 2016. "Multidimensionality of Longitudinal Data: Unlocking the Age-Happiness Puzzle," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 128(1), pages 305-320, August.
    • Handle: RePEc:spr:soinre:v:128:y:2016:i:1:d:10.1007_s11205-015-1032-4
    DOI: 10.1007/s11205-015-1032-4
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    1. Wencke Gwozdz & Alfonso Sousa-Poza, 2010. "Ageing, Health and Life Satisfaction of the Oldest Old: An Analysis for Germany," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 97(3), pages 397-417, July.
    2. Blanchflower, David G. & Oswald, Andrew J., 2009. "The U-Shape without Controls," The Warwick Economics Research Paper Series (TWERPS) 896, University of Warwick, Department of Economics.
    3. Terence C. Cheng & Nattavudh Powdthavee & Andrew J. Oswald, 2017. "Longitudinal Evidence for a Midlife Nadir in Human Well‐being: Results from Four Data Sets," Economic Journal, Royal Economic Society, vol. 127(599), pages 126-142, February.
    4. Glenn, Norval, 2009. "Is the apparent U-shape of well-being over the life course a result of inappropriate use of control variables? A commentary on Blanchflower and Oswald (66: 8, 2008, 1733-1749)," Social Science & Medicine, Elsevier, vol. 69(4), pages 481-485, August.
    5. 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.
    6. Andrew E. Clark, 2019. "Born to Be Mild? Cohort Effects Don’t (Fully) Explain Why Well-Being Is U-Shaped in Age," Springer Books, in: Mariano Rojas (ed.), The Economics of Happiness, chapter 0, pages 387-408, Springer.
    7. Chaonan Chen, 2001. "Aging and Life Satisfaction," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 54(1), pages 57-79, April.
    8. Christoph Wunder & Andrea Wiencierz & Johannes Schwarze & Helmut Küchenhoff, 2013. "Well-Being over the Life Span: Semiparametric Evidence from British and German Longitudinal Data," The Review of Economics and Statistics, MIT Press, vol. 95(1), pages 154-167, March.
    9. Frijters, Paul & Beatton, Tony, 2012. "The mystery of the U-shaped relationship between happiness and age," Journal of Economic Behavior & Organization, Elsevier, vol. 82(2), pages 525-542.
    10. repec:lic:licosd:21308 is not listed on IDEAS
    11. Gerlach, Knut & Stephan, Gesine, 1996. "A paper on unhappiness and unemployment in Germany," Economics Letters, Elsevier, vol. 52(3), pages 325-330, September.
    12. Andrew E. Clark & Andrew J. Oswald, 2006. "The curved relationship between subjective well-being and age," Working Papers halshs-00590404, HAL.
    13. López Ulloa, Beatriz Fabiola & Møller, Valerie & Sousa-Poza, Alfonso, 2013. "How does subjective well-being evolve with age? A literature review," FZID Discussion Papers 72-2013, University of Hohenheim, Center for Research on Innovation and Services (FZID).
    14. Fischer, Justina AV, 2009. "Happiness and age cycles – return to start…," MPRA Paper 15249, University Library of Munich, Germany.
    15. Ingebjørg Kristoffersen, 2015. "The Age-Happiness Puzzle: The Role of Economic Circumstances and Financial Satisfaction," Economics Discussion / Working Papers 15-15, The University of Western Australia, Department of Economics.
    16. 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, July.
    17. Heather Lacey & Todd Kierstead & Diana Morey, 2012. "De-Biasing the Age-Happiness Bias: Memory Search and Cultural Expectations in Happiness Judgments Across the Lifespan," Journal of Happiness Studies, Springer, vol. 13(4), pages 647-658, August.
    18. Mark Wooden & Ning Li, 2014. "Panel Conditioning and Subjective Well-being," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 117(1), pages 235-255, May.
    19. Kassenboehmer, Sonja C. & Haisken-DeNew, John P., 2012. "Heresy or enlightenment? The well-being age U-shape effect is flat," Economics Letters, Elsevier, vol. 117(1), pages 235-238.
    20. de Ree, Joppe & Alessie, Rob, 2011. "Life satisfaction and age: Dealing with underidentification in age-period-cohort models," Social Science & Medicine, Elsevier, vol. 73(1), pages 177-182, July.
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    Cited by:

    1. David G. Blanchflower & Carol L. Graham, 2022. "The Mid-Life Dip in Well-Being: a Critique," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 161(1), pages 287-344, May.
    2. Mark Wooden & Ning Li, 2016. "Ageing, Death and Life Satisfaction: Evidence from the Household, Income and Labour Dynamics in Australia Survey," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 49(4), pages 474-482, December.
    3. Biermann, Philipp & Bitzer, Jürgen & Gören, Erkan, 2022. "The relationship between age and subjective well-being: Estimating within and between effects simultaneously," The Journal of the Economics of Ageing, Elsevier, vol. 21(C).

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