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What are we learning from the life satisfaction literature?

  • Leonardo Becchetti

    ()

    (University of Rome Tor Vergata)

  • Alessandra Pelloni

    ()

    (University of Rome Tor Vergata)

The recent availability of cross-sectional and longitudinal survey data on life satisfaction in a large number of countries gives us the opportunity to verify empirically (and not just to assume) what matters for individuals and what economists and policymakers should take into account when trying to promote personal and societal wellbeing. The wide array of econometric findings available in this booming literature display evidence, generally robust to different cultural backgrounds, on the effects of some important happiness drivers (income, unemployment, marital status) which can be considered “quasi stylized facts” of happiness. If economic policies, for many obvious reasons, cannot maximize self declared life satisfaction as such, we are nonetheless learning a lot from these contributions. In particular, results on the relevance and the risk of crowding out of relational goods, on the revisited inflation/unemployment trade off and, more in general, on the measurement of the shadow value of non market goods obtained with life satisfaction estimates, are conveying relevant information about individual preferences and what is behind utility functions. Such findings suggest us to move beyond anthropological reductionism toward behavioral complexity and to refocus target indicators of economic policies in order to minimize the distance between economic development and human wellbeing.

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Date of creation: Jul 2010
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Handle: RePEc:ent:wpaper:wp20
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  1. Easterlin, Richard A., 2008. "Lost in Transition: Life Satisfaction on the Road to Capitalism," IZA Discussion Papers 3409, Institute for the Study of Labor (IZA).
  2. Bernard M. S. van Praag & Barbara E. Baarsma, 2005. "Using Happiness Surveys to Value Intangibles: The Case of Airport Noise," Economic Journal, Royal Economic Society, vol. 115(500), pages 224-246, 01.
  3. David Cobham, 2006. " Using Taylor Rules to Assess the Relative Activism of the European Central Bank, the Bank of England and the Federal Reserve Board," CDMA Conference Paper Series 0602, Centre for Dynamic Macroeconomic Analysis.
  4. Clark, Andrew E. & Diener, Ed & Georgellis, Yannis & Lucas, Richard E., 2008. "Lags and Leads in Life Satisfaction: A Test of the Baseline Hypothesis," CEPREMAP Working Papers (Docweb) 0803, CEPREMAP.
  5. Daniel Kahneman & Alan B. Krueger, 2006. "Developments in the Measurement of Subjective Well-Being," Journal of Economic Perspectives, American Economic Association, vol. 20(1), pages 3-24, Winter.
  6. Andrew E. Clark and Andrew J. Oswald, . "Satisfaction and Comparison Income," Economics Discussion Papers 419, University of Essex, Department of Economics.
  7. Jonathan Gardner & Andrew J. Oswald, 2006. "Do divorcing couples become happier by breaking up?," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 169(2), pages 319-336.
  8. Jens Ludwig & Douglas L Miller, 2007. "Does Head Start Improve Children's Life Chances? Evidence from a Regression Discontinuity Design," The Quarterly Journal of Economics, MIT Press, vol. 122(1), pages 159-208, 02.
  9. Carson Richard T. & Mitchell Robert Cameron, 1995. "Sequencing and Nesting in Contingent Valuation Surveys," Journal of Environmental Economics and Management, Elsevier, vol. 28(2), pages 155-173, March.
  10. Shiv, Baba & Huber, Joel, 2000. " The Impact of Anticipating Satisfaction on Consumer Choice," Journal of Consumer Research, University of Chicago Press, vol. 27(2), pages 202-16, September.
  11. Leonardo Becchetti & Sara Savastano, 2009. "The money-happiness relationship in transition countries: evidence from Albania," Econometica Working Papers wp11, Econometica.
  12. Winkelmann, Liliana & Winkelmann, Rainer, 1998. "Why Are the Unemployed So Unhappy? Evidence from Panel Data," Economica, London School of Economics and Political Science, vol. 65(257), pages 1-15, February.
  13. Blanchflower, David G. & Oswald, Andrew J., 2001. "Well-Being Over Time in Britain and the USA," The Warwick Economics Research Paper Series (TWERPS) 616, University of Warwick, Department of Economics.
  14. Stevenson, Betsey & Wolfers, Justin, 2008. "Economic Growth and Subjective Well-Being: Reassessing the Easterlin Paradox," IZA Discussion Papers 3654, Institute for the Study of Labor (IZA).
  15. Bruno S. Frey & Alois Stutzer, 2000. "Happiness, Economy and Institutions," CESifo Working Paper Series 246, CESifo Group Munich.
  16. Becker, Gary S & Murphy, Kevin M & Tamura, Robert, 1990. "Human Capital, Fertility, and Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages S12-37, October.
  17. Easterlin, Richard A., 1995. "Will raising the incomes of all increase the happiness of all?," Journal of Economic Behavior & Organization, Elsevier, vol. 27(1), pages 35-47, June.
  18. Robert J. MacCulloch & Rafael Di Tella & 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.
  19. Stephen P. Jenkins & Lars Osberg, 2003. "Nobody to Play with?: The Implications of Leisure Coordination," Discussion Papers of DIW Berlin 368, DIW Berlin, German Institute for Economic Research.
  20. Paul Frijters & John P. Haisken-DeNew & Michael A. Shields, 2004. "Investigating the Patterns and Determinants of Life Satisfaction in Germany Following Reunification," Journal of Human Resources, University of Wisconsin Press, vol. 39(3).
  21. Jevons, William Stanley, 1866. "Brief Account of a General Mathematical Theory of Political Economy," History of Economic Thought Articles, McMaster University Archive for the History of Economic Thought, vol. 29, pages 282-287.
  22. Stutzer, Alois, 2004. "The role of income aspirations in individual happiness," Journal of Economic Behavior & Organization, Elsevier, vol. 54(1), pages 89-109, May.
  23. Hirschman, Albert O & Rothschild, Michael, 1973. "The Changing Tolerance for Income Inequality in the Course of Economic Development; with a Mathematical Appendix," The Quarterly Journal of Economics, MIT Press, vol. 87(4), pages 544-66, November.
  24. Lucca Corazzini & Marco Faravelli & Lucca Stanca, 2007. "A Prize to Give for: An Experiment on Public Good Funding Mechanisms," ESE Discussion Papers 159, Edinburgh School of Economics, University of Edinburgh.
  25. Andrew E. Clark & Nicolai Kristensen & Niels Westergård-Nielsen, 2008. "Economic satisfaction and income rank in small neighbourhoods," PSE Working Papers halshs-00586254, HAL.
  26. Peter A. Diamond & Jerry A. Hausman, 1994. "Contingent Valuation: Is Some Number Better than No Number?," Journal of Economic Perspectives, American Economic Association, vol. 8(4), pages 45-64, Fall.
  27. Leonardo Becchetti & Alessandra Pelloni & Fiammetta Rossetti, 2008. "Relational Goods, Sociability, and Happiness," Kyklos, Wiley Blackwell, vol. 61(3), pages 343-363, 08.
  28. Bartolini, Stefano & Bonatti, Luigi, 2007. "Endogenous growth, decline in social capital and expansion of market activities," MPRA Paper 3341, University Library of Munich, Germany.
  29. Ravallion, Martin & Lokshin, Michael, 2001. "Identifying Welfare Effects from Subjective Questions," Economica, London School of Economics and Political Science, vol. 68(271), pages 335-57, August.
  30. Jean-Guillaume Sahuc & Frank Smets, 2007. "Differences in interest rate policy at the ECB and the Fed : an investigation with a medium-scale DSGE model," Documents de recherche 07-07, Centre d'Études des Politiques Économiques (EPEE), Université d'Evry Val d'Essonne.
  31. Robert J. Barro & David B. Gordon, 1983. "Rules, Discretion and Reputation in a Model of Monetary Policy," NBER Working Papers 1079, National Bureau of Economic Research, Inc.
  32. Burda, Michael C. & Hamermesh, Daniel S. & Weil, Philippe, 2006. "The Distribution of Total Work in the EU and US," IZA Discussion Papers 2270, Institute for the Study of Labor (IZA).
  33. Ferrer-i-Carbonell, Ada, 2005. "Income and well-being: an empirical analysis of the comparison income effect," Journal of Public Economics, Elsevier, vol. 89(5-6), pages 997-1019, June.
  34. Richard A. Easterlin, 2008. "Lost in Transition: Life Satisfaction on the Road to Capitalism," SOEPpapers on Multidisciplinary Panel Data Research 94, DIW Berlin, The German Socio-Economic Panel (SOEP).
  35. Andrew E. Clark, 2008. "Happiness, habits and high rank: Comparisons in economic and social life," PSE Working Papers halshs-00586049, HAL.
  36. 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.
  37. Leonardo Becchetti & Riccardo Massari & Paolo Naticchioni, 2010. "Why has happiness inequality increased? Suggestions for promoting social cohesion," Working Papers 177, ECINEQ, Society for the Study of Economic Inequality.
  38. Andrew E. Clark & Nicolai Kristensen & Niels Westergård-Nielsen, 2009. "Economic Satisfaction and Income Rank in Small Neighbourhoods," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 519-527, 04-05.
  39. Rafael Di Tella & Robert J. MacCulloch & Andrew J. Oswald, 2003. "The Macroeconomics of Happiness," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 809-827, November.
  40. Corneo, Giacomo, 2002. "Work and Television," CEPR Discussion Papers 3373, C.E.P.R. Discussion Papers.
  41. L. Randall Wray, 2005. "Monetary Policy Strategies of the European Central Bank and the Federal Reserve Bank of the U.S," Economics Working Paper Archive wp_431, Levy Economics Institute.
  42. Andrea Brandolini & Silvia Magri & Timothy M. Smeeding, 2010. "Asset-based measurement of poverty," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 29(2), pages 267-284.
  43. Ennio Bilancini & Simone D'Alessandro, 2011. "Long-run Welfare under Externalities in Consumption, Leisure, and Production: A Case for Happy Degrowth vs. Unhappy Growth," Center for Economic Research (RECent) 072, University of Modena and Reggio E., Dept. of Economics "Marco Biagi".
  44. Brian A. Jacob & Lars Lefgren, 2002. "Remedial Education and Student Achievement: A Regression-Discontinuity Analysis," NBER Working Papers 8918, National Bureau of Economic Research, Inc.
  45. Luechinger, Simon & Raschky, Paul A., 2009. "Valuing flood disasters using the life satisfaction approach," Journal of Public Economics, Elsevier, vol. 93(3-4), pages 620-633, April.
  46. Katrin Rehdanz & David J. Maddison, 2003. "Climate and Happiness," Working Papers FNU-20, Research unit Sustainability and Global Change, Hamburg University, revised Apr 2003.
  47. Alois Stutzer & Bruno S. Frey, . "Does Marriage Make People Happy, Or Do Happy People Get Married?," IEW - Working Papers 143, Institute for Empirical Research in Economics - University of Zurich.
  48. Luis Angeles, 2009. "Adaption and anticipation effects to life events in the United Kingdom," Working Papers 2009_08, Business School - Economics, University of Glasgow.
  49. Wilbert van der Klaauw, 2002. "Estimating the Effect of Financial Aid Offers on College Enrollment: A Regression-Discontinuity Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(4), pages 1249-1287, November.
  50. Bartolini, Stefano & Bonatti, Luigi, 2002. "Environmental and social degradation as the engine of economic growth," Ecological Economics, Elsevier, vol. 43(1), pages 1-16, November.
  51. Orsolya Lelkes, 2002. "Tasting Freedom: Happiness, religion and economic transition," CASE Papers case59, Centre for Analysis of Social Exclusion, LSE.
  52. Gary S. Becker, 1994. "Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education (3rd Edition)," NBER Books, National Bureau of Economic Research, Inc, number beck94-1, August.
  53. Leonardo Becchetti & Stefano Castriota, 2010. "The Effects of a Calamity on Income and Wellbeing of Poor Microfinance Borrowers: The Case of the 2004 Tsunami Shock," Journal of Development Studies, Taylor & Francis Journals, vol. 46(2), pages 211-233.
  54. Bernard M. S. van Praag & P. Frijters & Ada Ferrer-i-Carbonell, 2001. "The Anatomy of Subjective Well-Being," Discussion Papers of DIW Berlin 265, DIW Berlin, German Institute for Economic Research.
  55. Joshua D. Angrist & Victor Lavy, 1999. "Using Maimonides' Rule To Estimate The Effect Of Class Size On Scholastic Achievement," The Quarterly Journal of Economics, MIT Press, vol. 114(2), pages 533-575, May.
  56. Gardner, Jonathan & Andrew Oswald, 2002. "Does Money Buy Happiness? A Longitudinal Study Using Data on Windfalls," Royal Economic Society Annual Conference 2002 81, Royal Economic Society.
  57. Bruno S. Frey & Christine Benesch & Alois Stutzer, 2005. "Does Watching TV Make Us Happy?," CREMA Working Paper Series 2005-15, Center for Research in Economics, Management and the Arts (CREMA).
  58. Sacks, Daniel W. & Stevenson, Betsey & Wolfers, Justin, 2010. "Subjective Well-Being, Income, Economic Development and Growth," IZA Discussion Papers 5230, Institute for the Study of Labor (IZA).
  59. Bernd Hayo & Wolfgang Seifert, 2002. "Subjective Economic Well-Being in Eastern Europe," Development and Comp Systems 0203001, EconWPA.
  60. Hirschman, Albert O., 1973. "The changing tolerance for income inequality in the course of economic development," World Development, Elsevier, vol. 1(12), pages 29-36, December.
  61. Bartolini, Stefano & Bonatti, Luigi, 2008. "Endogenous growth, decline in social capital and expansion of market activities," Journal of Economic Behavior & Organization, Elsevier, vol. 67(3-4), pages 917-926, September.
  62. Andrea Brandolini & Silvia Magri & Timothy M. Smeeding, 2010. "Asset-based measurement of poverty," Temi di discussione (Economic working papers) 755, Bank of Italy, Economic Research and International Relations Area.
  63. Clark, Andrew E & Georgellis, Yannis & Sanfey, Peter, 2001. "Scarring: The Psychological Impact of Past Unemployment," Economica, London School of Economics and Political Science, vol. 68(270), pages 221-41, May.
  64. Stefano Bartolini & Ennio Bilancini & Francesco Sarracino, 2011. "Predicting the Trend of Well-Being in Germany: How Much Do Comparisons, Adaptation and Sociability Matter?," SOEPpapers on Multidisciplinary Panel Data Research 414, DIW Berlin, The German Socio-Economic Panel (SOEP).
  65. 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.
  66. Olivier Blanchard, 2005. "European Unemployment: The Evolution of Facts and Ideas," NBER Working Papers 11750, National Bureau of Economic Research, Inc.
  67. Alberto Alesina & Rafael Di Tella & Robert MacCulloch, 2001. "Inequality and Happiness: Are Europeans and Americans Different?," NBER Working Papers 8198, National Bureau of Economic Research, Inc.
  68. Rogoff, Kenneth, 1985. "The Optimal Degree of Commitment to an Intermediate Monetary Target," The Quarterly Journal of Economics, MIT Press, vol. 100(4), pages 1169-89, November.
  69. Bruno S. Frey & Alois Stutzer, . "What can Economists Learn from Happiness Research?," IEW - Working Papers 080, Institute for Empirical Research in Economics - University of Zurich.
  70. Wagner, Alfred, 1891. "Marshall's Principles of Economics," History of Economic Thought Articles, McMaster University Archive for the History of Economic Thought, vol. 5, pages 319-338.
  71. Rafael Di Tella & Robert MacCulloch, 2006. "Some Uses of Happiness Data in Economics," Journal of Economic Perspectives, American Economic Association, vol. 20(1), pages 25-46, Winter.
  72. Antoci, Angelo & Sacco, Pier Luigi & Vanin, Paolo, 2007. "Social capital accumulation and the evolution of social participation," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 36(1), pages 128-143, February.
  73. Luigino Bruni & Luca Stanca, 2005. "Watching alone: Relational Goods, Television and Happiness," Working Papers 90, University of Milano-Bicocca, Department of Economics, revised Jun 2005.
  74. Frijters, Paul, 2000. "Do individuals try to maximize general satisfaction?," Journal of Economic Psychology, Elsevier, vol. 21(3), pages 281-304, June.
  75. Frank, Robert H, 1985. "The Demand for Unobservable and Other Nonpositional Goods," American Economic Review, American Economic Association, vol. 75(1), pages 101-16, March.
  76. Carole Uhlaner, 1989. "“Relational goods” and participation: Incorporating sociability into a theory of rational action," Public Choice, Springer, vol. 62(3), pages 253-285, September.
  77. Paul Frijters & Ingo Geishecker & John P. Haisken-DeNew & Michael A. Shields, 2006. "Can the Large Swings in Russian Life Satisfaction be Explained by Ups and Downs in Real Incomes?," Scandinavian Journal of Economics, Wiley Blackwell, vol. 108(3), pages 433-458, October.
  78. Kenneth Greene & Bong Joon Yoon, 2004. "Religiosity, Economics and Life Satisfaction," Review of Social Economy, Taylor & Francis Journals, vol. 62(2), pages 245-261.
  79. Andrew E. Clark & Paul Frijters & Michael A. Shields, 2006. "Income and happiness: Evidence, explanations and economic implications," PSE Working Papers halshs-00590436, HAL.
  80. Welsch, Heinz, 2002. "Preferences over Prosperity and Pollution: Environmental Valuation Based on Happiness Surveys," Kyklos, Wiley Blackwell, vol. 55(4), pages 473-94.
  81. Max Haller & Markus Hadler, 2006. "How Social Relations and Structures can Produce Happiness and Unhappiness: An International Comparative Analysis," Social Indicators Research, Springer, vol. 75(2), pages 169-216, 01.
  82. Jon Elster, 1998. "Emotions and Economic Theory," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 47-74, March.
  83. Hayo, Bernd, 2007. "Happiness in transition: An empirical study on Eastern Europe," Economic Systems, Elsevier, vol. 31(2), pages 204-221, June.
  84. Beegle, Kathleen & Himelein, Kristen & Ravallion, Martin, 2009. "Frame-of-reference bias in subjective welfare regressions," Policy Research Working Paper Series 4904, The World Bank.
  85. Maddison, David & Bigano, Andrea, 2003. "The amenity value of the Italian climate," Journal of Environmental Economics and Management, Elsevier, vol. 45(2), pages 319-332, March.
  86. Basu, Kaushik, 1994. "The Traveler's Dilemma: Paradoxes of Rationality in Game Theory," American Economic Review, American Economic Association, vol. 84(2), pages 391-95, May.
  87. Daniel Kahneman & Alan B. Krueger & David Schkade & Norbert Schwarz & Arthur Stone, 2004. "Toward National Well-Being Accounts," American Economic Review, American Economic Association, vol. 94(2), pages 429-434, May.
  88. Shiqing Jiang & Ming Lu & Hiroshi Sato, 2008. "Happiness in the dual society of urban China:Hukou identity, horizontal inequality and heterogeneous reference," LICOS Discussion Papers 22308, LICOS - Centre for Institutions and Economic Performance, KU Leuven.
  89. John C. Harsanyi, 1955. "Cardinal Welfare, Individualistic Ethics, and Interpersonal Comparisons of Utility," Journal of Political Economy, University of Chicago Press, vol. 63, pages 309.
  90. Stefano Bartolini & Ennio Bilancini & Maurizio Pugno, 2007. "Did the Decline in Social Capital Decrease American Happiness? A Relational Explanation of the Happiness Paradox," Department of Economics University of Siena 513, Department of Economics, University of Siena.
  91. Ravallion, Martin & Lokshin, Michael, 2002. "Self-rated economic welfare in Russia," European Economic Review, Elsevier, vol. 46(8), pages 1453-1473, September.
  92. Leonardo Becchetti & Elena Giachin Ricca & Alessandra Pelloni, 2009. "Children, happiness and taxation," Econometica Working Papers wp12, Econometica.
  93. Becchetti, Leonardo & Rossetti, Fiammetta, 2009. "When money does not buy happiness: The case of "frustrated achievers"," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 38(1), pages 159-167, January.
  94. repec:pse:psecon:2008-61 is not listed on IDEAS
  95. Michael A. Shields & Stephen Wheatley Price, 2005. "Exploring the economic and social determinants of psychological well-being and perceived social support in England," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 168(3), pages 513-537.
  96. Clark, Andrew E & Oswald, Andrew J, 1994. "Unhappiness and Unemployment," Economic Journal, Royal Economic Society, vol. 104(424), pages 648-59, May.
  97. Becchetti, Leonardo & Pelloni, Alessandra & Rossetti, Fiammetta, 2007. "Sociability and Happiness," AICCON Working Papers 44-2007, Associazione Italiana per la Cultura della Cooperazione e del Non Profit.
  98. Bruno Frey & Simon Luechinger & Alois Stutzer, 2009. "The life satisfaction approach to valuing public goods: The case of terrorism," Public Choice, Springer, vol. 138(3), pages 317-345, March.
  99. 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.
  100. Johannes Schwarze, 2003. "Using Panel Data on Income Satisfaction to Estimate Equivalence Scale Elasticity," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 49(3), pages 359-372, 09.
  101. Becchetti, Leonardo & Castriota, Stefano & Giuntella, Giovanni Osea, 2010. "The effects of age and job protection on the welfare costs of inflation and unemployment," European Journal of Political Economy, Elsevier, vol. 26(1), pages 137-146, March.
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