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The Structure of Happiness: A Vector Autoregressive Approach

Author

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  • Martin Binder
  • Felix Ward
Abstract
Subjective well-being is a complex phenomenon coevolving with events in important domains of life. Panel vector autoregressions are a suitable tool to analyze the underlying structure of changes in happiness and its coevolution with changes in income, health, worries, marital status and employment status. With this technique we can simultaneously analyze the impact of the aforementioned factors on each other for the German Socio-Economic Panel (SOEP) data set. We find that positive changes in the named life domains are followed by decreases in subjective well-being (except for health, which is followed by well-being increases). Moreover, positive changes in well-being are followed by positive changes in most life domains. These findings are robust to different model specifications and comparable to similar findings for the British populace. We also examine how the structure of happiness differs with respect to different "Big Five" personality traits. Personality plays an important role, especially with regard to high traits of Neuroticism and Extraversion.

Suggested Citation

  • Martin Binder & Felix Ward, 2011. "The Structure of Happiness: A Vector Autoregressive Approach," Papers on Economics and Evolution 2011-08, Philipps University Marburg, Department of Geography.
    • Handle: RePEc:esi:evopap:2011-08
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    References listed on IDEAS

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    1. Christian Bjørnskov, 2003. "The Happy Few: Cross–Country Evidence on Social Capital and Life Satisfaction," Kyklos, Wiley Blackwell, vol. 56(1), pages 3-16, February.
    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. Shiv, Baba & Huber, Joel, 2000. "The Impact of Anticipating Satisfaction on Consumer Choice," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 27(2), pages 202-216, September.
    4. Andrew E. Clark & Paul Frijters & Michael A. Shields, 2008. "Relative Income, Happiness, and Utility: An Explanation for the Easterlin Paradox and Other Puzzles," Journal of Economic Literature, American Economic Association, vol. 46(1), pages 95-144, March.
    5. Brown, Sarah & Taylor, Karl & Wheatley Price, Stephen, 2005. "Debt and distress: Evaluating the psychological cost of credit," Journal of Economic Psychology, Elsevier, vol. 26(5), pages 642-663, October.
    6. Andrew E. Clark & Yannis Georgellis, 2010. "Back to baseline in Britain: Adaptation in the BHPS," Working Papers halshs-00564821, HAL.
    7. Stutzer, Alois, 2004. "The role of income aspirations in individual happiness," Journal of Economic Behavior & Organization, Elsevier, vol. 54(1), pages 89-109, May.
    8. Di Tella, Rafael & Haisken-De New, John & MacCulloch, Robert, 2010. "Happiness adaptation to income and to status in an individual panel," Journal of Economic Behavior & Organization, Elsevier, vol. 76(3), pages 834-852, December.
    9. 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.
    10. Stutzer, Alois & Frey, Bruno S., 2006. "Does marriage make people happy, or do happy people get married?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 35(2), pages 326-347, April.
    11. Krueger, Alan B. & Schkade, David A., 2008. "The reliability of subjective well-being measures," Journal of Public Economics, Elsevier, vol. 92(8-9), pages 1833-1845, August.
    12. 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.
    13. Ruut Veenhoven, 1991. "Is happiness relative?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 24(1), pages 1-34, February.
    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. John F. Helliwell, 2006. "Well-Being, Social Capital and Public Policy: What's New?," Economic Journal, Royal Economic Society, vol. 116(510), pages 34-45, March.
    16. Leonardo Becchetti & Alessandra Pelloni & Fiammetta Rossetti, 2008. "Relational Goods, Sociability, and Happiness," Kyklos, Wiley Blackwell, vol. 61(3), pages 343-363, August.
    17. Johnston, David W. & Propper, Carol & Shields, Michael A., 2009. "Comparing subjective and objective measures of health: Evidence from hypertension for the income/health gradient," Journal of Health Economics, Elsevier, vol. 28(3), pages 540-552, May.
    18. Oswald, Andrew J. & Powdthavee, Nattavudh, 2008. "Does happiness adapt? A longitudinal study of disability with implications for economists and judges," Journal of Public Economics, Elsevier, vol. 92(5-6), pages 1061-1077, June.
    19. Layard, R. & Mayraz, G. & Nickell, S., 2008. "The marginal utility of income," Journal of Public Economics, Elsevier, vol. 92(8-9), pages 1846-1857, August.
    20. Anke C. Zimmermann & Richard A. Easterlin, 2006. "Happily Ever After? Cohabitation, Marriage, Divorce, and Happiness in Germany," Population and Development Review, The Population Council, Inc., vol. 32(3), pages 511-528, September.
    21. Arrow, J. O., 1996. "Estimating the influence of health as a risk factor on unemployment: A survival analysis of employment durations for workers surveyed in the German Socio-Economic Panel (1984-1990)," Social Science & Medicine, Elsevier, vol. 42(12), pages 1651-1659, June.
    22. Headey, Bruce & Muffels, Ruud & Wooden, Mark, 2004. "Money Doesn’t Buy Happiness… Or Does It? A Reconsideration Based on the Combined Effects of Wealth, Income and Consumption," IZA Discussion Papers 1218, Institute of Labor Economics (IZA).
    23. Conchita D'Ambrosio & Joachim R. Frick, 2012. "Individual Wellbeing in a Dynamic Perspective," Economica, London School of Economics and Political Science, vol. 79(314), pages 284-302, April.
    24. 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.
    25. Paul Frijters & David W. Johnston & Michael A. Shields, 2011. "Life Satisfaction Dynamics with Quarterly Life Event Data," Scandinavian Journal of Economics, Wiley Blackwell, vol. 113(1), pages 190-211, March.
    26. André Lorentz & Maria Savona, 2010. "Structural Change and Business Cycles: An Evolutionary Approach," Papers on Economics and Evolution 2010-21, Philipps University Marburg, Department of Geography.
    27. Richard Lucas & Andrew Clark, 2006. "Do People Really Adapt To Marriage?," Journal of Happiness Studies, Springer, vol. 7(4), pages 405-426, November.
    28. Rafael Di Tella & Robert MacCulloch, 2008. "Happiness Adaptation to Income beyond "Basic Needs"," NBER Working Papers 14539, National Bureau of Economic Research, Inc.
    29. Graham, Carol & Eggers, Andrew & Sukhtankar, Sandip, 2004. "Does happiness pay?: An exploration based on panel data from Russia," Journal of Economic Behavior & Organization, Elsevier, vol. 55(3), pages 319-342, November.
    30. James P. Smith, 1999. "Healthy Bodies and Thick Wallets: The Dual Relation between Health and Economic Status," Journal of Economic Perspectives, American Economic Association, vol. 13(2), pages 145-166, Spring.
    31. Binder, Martin & Coad, Alex, 2011. "From Average Joe's happiness to Miserable Jane and Cheerful John: using quantile regressions to analyze the full subjective well-being distribution," Journal of Economic Behavior & Organization, Elsevier, vol. 79(3), pages 275-290, August.
    32. Bruce Headey, 2010. "The Set Point Theory of Well-Being Has Serious Flaws: On the Eve of a Scientific Revolution?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 97(1), pages 7-21, May.
    33. Gardner, Jonathan & Oswald, Andrew, 2004. "How is mortality affected by money, marriage, and stress?," Journal of Health Economics, Elsevier, vol. 23(6), pages 1181-1207, November.
    34. Austin Nichols, 2007. "Causal inference with observational data: Regression Discontinuity and related methods in Stata," North American Stata Users' Group Meetings 2007 2, Stata Users Group.
    35. Bruni, Luigino & Stanca, Luca, 2008. "Watching alone: Relational goods, television and happiness," Journal of Economic Behavior & Organization, Elsevier, vol. 65(3-4), pages 506-528, March.
    36. Easterlin, Richard A, 2001. "Income and Happiness: Towards an Unified Theory," Economic Journal, Royal Economic Society, vol. 111(473), pages 465-484, July.
    37. Alessio Moneta, 2005. "Causality in macroeconometrics: some considerations about reductionism and realism," Journal of Economic Methodology, Taylor & Francis Journals, vol. 12(3), pages 433-453.
    38. Alex Coad, 2010. "Exploring the processes of firm growth: evidence from a vector auto-regression," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(6), pages 1677-1703, December.
    39. 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.
    40. Anke Plagnol & Richard Easterlin, 2008. "Aspirations, Attainments, and Satisfaction: Life Cycle Differences Between American Women and Men," Journal of Happiness Studies, Springer, vol. 9(4), pages 601-619, December.
    41. Jeffrey S. Gray, 1997. "The Fall in Men's Return to Marriage: Declining Productivity Effects or Changing Selection?," Journal of Human Resources, University of Wisconsin Press, vol. 32(3), pages 481-504.
    42. 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.
    43. Martin Binder & Alex Coad, 2013. "Life satisfaction and self-employment: a matching approach," Small Business Economics, Springer, vol. 40(4), pages 1009-1033, May.
    44. Dolan, Paul & Peasgood, Tessa & White, Mathew, 2008. "Do we really know what makes us happy A review of the economic literature on the factors associated with subjective well-being," Journal of Economic Psychology, Elsevier, vol. 29(1), pages 94-122, February.
    45. Austin Nichols, 2007. "Causal inference with observational data," Stata Journal, StataCorp LP, vol. 7(4), pages 507-541, December.
    46. van Praag, Bernard M. S., 1991. "Ordinal and cardinal utility : An integration of the two dimensions of the welfare concept," Journal of Econometrics, Elsevier, vol. 50(1-2), pages 69-89, October.
    47. James H. Stock & Mark W. Watson, 2001. "Vector Autoregressions," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 101-115, Fall.
    48. Binder, Martin & Coad, Alex, 2010. "An examination of the dynamics of well-being and life events using vector autoregressions," Journal of Economic Behavior & Organization, Elsevier, vol. 76(2), pages 352-371, November.
    49. 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.
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    2. André Hajek, 2013. "Endogeneity in the Relation between Poverty, Wealth and Life Satisfaction," SOEPpapers on Multidisciplinary Panel Data Research 604, DIW Berlin, The German Socio-Economic Panel (SOEP).

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    More about this item

    Keywords

    subjective well-being; happiness; vector autoregressions; SOEP; personality traits Length 39 pages;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models

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