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Social Comparisons; the behavioural component

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  • Ana I. Moro Egido

    (Department of Economic Theory and Economic History, University of Granada.)

Abstract

The relative income hypothesis states that what matters for subjective well-being is not only one’s absolute level of income, but comparisons with others’ income as well. However, the related literature has disregarded the behavioural component. We propose a theoretical model of the relative income hypothesis which incorporates a behavioural effect that interacts with the standard comparisons effect. Using the Spanish Survey of Household Finances (SHF) for the period 2002-2017, we test the theoretical implications and find that the behavioural effect may explain why upward and downward comparisons are not effective when we compare with other individuals whose income is close enough. This effect holds in terms of income, but not in terms of wealth when both are dimensions of comparisons. Wealth deprivation is significant and negative for any interval of comparison. We add two additional empirical tests; dynamic comparisons and components of wealth. Comparisons with those who surpass my level of resources or from those who I surpass have no effect. The components of wealth which affect subjective well-being are real assets and, to a lesser extent, financial assets. There is no effect from non-real estate or real estate debt.

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  • Ana I. Moro Egido, 2021. "Social Comparisons; the behavioural component," ThE Papers 21/04, Department of Economic Theory and Economic History of the University of Granada..
  • Handle: RePEc:gra:wpaper:21/04
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    1. Paolo Verme, 2011. "Life Satisfaction And Income Inequality," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 57(1), pages 111-127, March.
    2. Diaz, Antonia & Pijoan-Mas, Josep & Rios-Rull, Jose-Victor, 2003. "Precautionary savings and wealth distribution under habit formation preferences," Journal of Monetary Economics, Elsevier, vol. 50(6), pages 1257-1291, September.
    3. Abel, Andrew B, 1990. "Asset Prices under Habit Formation and Catching Up with the Joneses," American Economic Review, American Economic Association, vol. 80(2), pages 38-42, May.
    4. Orazio P. Attanasio & Pinelopi Koujianou Goldberg & Ekaterini Kyriazidou, 2008. "Credit Constraints In The Market For Consumer Durables: Evidence From Micro Data On Car Loans," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(2), pages 401-436, May.
    5. Frey, Bruno S. & Stutzer, Alois, 2010. "Recent Advances in the Economics of Individual Subjective Well-Being," Working papers 2010/04, Faculty of Business and Economics - University of Basel.
    6. Bridges, Sarah & Disney, Richard, 2010. "Debt and depression," Journal of Health Economics, Elsevier, vol. 29(3), pages 388-403, May.
    7. Senik, Claudia, 2009. "Direct evidence on income comparisons and their welfare effects," Journal of Economic Behavior & Organization, Elsevier, vol. 72(1), pages 408-424, October.
    8. Michael Baker & Mark Stabile & Catherine Deri, 2004. "What Do Self-Reported, Objective, Measures of Health Measure?," Journal of Human Resources, University of Wisconsin Press, vol. 39(4).
    9. Arber, Sara & Cooper, Helen, 1999. "Gender differences in health in later life: the new paradox?," Social Science & Medicine, Elsevier, vol. 48(1), pages 61-76, January.
    10. 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.
    11. Bossert, Walter & D’Ambrosio, Conchita, 2014. "Proximity-sensitive individual deprivation measures," Economics Letters, Elsevier, vol. 122(2), pages 125-128.
    12. Alvarez-Cuadrado, Francisco & Van Long, Ngo, 2011. "The relative income hypothesis," Journal of Economic Dynamics and Control, Elsevier, vol. 35(9), pages 1489-1501, September.
    13. Raymond Fisman & Ilyana Kiziemko & Silvia Vannutelli, 2018. "Distributional preferences in larger groups: Keeping up with the Joneses and keeping track of the tails," Boston University - Department of Economics - Working Papers Series dp-301, Boston University - Department of Economics.
    14. Friedman, Daniel & Ostrov, Daniel N., 2008. "Conspicuous consumption dynamics," Games and Economic Behavior, Elsevier, vol. 64(1), pages 121-145, September.
    15. Alesina, Alberto & Di Tella, Rafael & MacCulloch, Robert, 2004. "Inequality and happiness: are Europeans and Americans different?," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 2009-2042, August.
    16. Teresa Bago d'Uva & Eddy Van Doorslaer & Maarten Lindeboom & Owen O'Donnell, 2008. "Does reporting heterogeneity bias the measurement of health disparities?," Health Economics, John Wiley & Sons, Ltd., vol. 17(3), pages 351-375, March.
    17. Ernst Fehr & Klaus M. Schmidt, 1999. "A Theory of Fairness, Competition, and Cooperation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 817-868.
    18. Maite Blázquez & Santiago Budría & Ana I. Moro‐Egido, 2021. "Job Insecurity, Debt Burdens, and Individual Health," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(4), pages 872-899, December.
    19. 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.
    20. Lelkes, Orsolya, 2006. "Tasting freedom: Happiness, religion and economic transition," Journal of Economic Behavior & Organization, Elsevier, vol. 59(2), pages 173-194, February.
    21. 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.
    22. 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.
    23. Fabrice Etilé & Carine Milcent, 2006. "Income‐related reporting heterogeneity in self‐assessed health: evidence from France," Health Economics, John Wiley & Sons, Ltd., vol. 15(9), pages 965-981, September.
    24. Bruce Headey & Mark Wooden, 2004. "The Effects of Wealth and Income on Subjective Well‐Being and Ill‐Being," The Economic Record, The Economic Society of Australia, vol. 80(s1), pages 24-33, September.
    25. 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.
    26. Stefano Bartolini & Ennio Bilancini & Francesco Sarracino, 2013. "Predicting the Trend of Well-Being in Germany: How Much Do Comparisons, Adaptation and Sociability Matter?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 114(2), pages 169-191, November.
    27. Abel, Andrew B, 1986. "Capital Accumulation and Uncertain Lifetimes with Adverse Selection," Econometrica, Econometric Society, vol. 54(5), pages 1079-1097, September.
    28. Fershtman, Chaim & Weiss, Yoram, 1993. "Social Status, Culture and Economic Performance," Economic Journal, Royal Economic Society, vol. 103(419), pages 946-959, July.
    29. 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.
    30. Alpizar, Francisco & Carlsson, Fredrik & Johansson-Stenman, Olof, 2005. "How much do we care about absolute versus relative income and consumption?," Journal of Economic Behavior & Organization, Elsevier, vol. 56(3), pages 405-421, March.
    31. Collard, David, 1975. "Edgeworth's Propositions on Altruism," Economic Journal, Royal Economic Society, vol. 85(338), pages 355-360, June.
    32. Jiri Zuzanek, 2013. "Does Being Well-Off Make Us Happier? Problems of Measurement," Journal of Happiness Studies, Springer, vol. 14(3), pages 795-815, June.
    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. Eddy van Doorslaer & Xander Koolman, 2004. "Explaining the differences in income‐related health inequalities across European countries," Health Economics, John Wiley & Sons, Ltd., vol. 13(7), pages 609-628, July.
    35. AndrewE. Clark & Claudia Senik, 2010. "Who Compares to Whom? The Anatomy of Income Comparisons in Europe," Economic Journal, Royal Economic Society, vol. 120(544), pages 573-594, May.
    36. Fabrice Etilé & Carine Milcent, 2006. "Income-related reporting heterogeneity in self-assessed health: evidence from France," Health Economics, John Wiley & Sons, Ltd., vol. 15(9), pages 965-981.
    37. Cristina Hernandez-Quevedo & Andrew M Jones & Nigel Rice, "undated". "Reporting Bias and Heterogeneity in Self-Assessed Health. Evidence from the British Household Panel Survey," Discussion Papers 04/18, Department of Economics, University of York.
    38. van Praag, B. M. S. & Frijters, P. & Ferrer-i-Carbonell, A., 2003. "The anatomy of subjective well-being," Journal of Economic Behavior & Organization, Elsevier, vol. 51(1), pages 29-49, May.
    39. Clark, Andrew E. & Senik, Claudia & Yamada, Katsunori, 2017. "When experienced and decision utility concur: The case of income comparisons," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 70(C), pages 1-9.
    40. Blanco, Mariana & Engelmann, Dirk & Normann, Hans Theo, 2011. "A within-subject analysis of other-regarding preferences," Games and Economic Behavior, Elsevier, vol. 72(2), pages 321-338, June.
    41. Louis Tay & Cassondra Batz & Scott Parrigon & Lauren Kuykendall, 2017. "Debt and Subjective Well-being: The Other Side of the Income-Happiness Coin," Journal of Happiness Studies, Springer, vol. 18(3), pages 903-937, June.
    42. Walter Bossert & Conchita D’Ambrosio, 2007. "Dynamic Measures of Individual Deprivation," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 28(1), pages 77-88, January.
    43. Jaime Alonso-Carrera & Jordi Caballé & Xavier Raurich, 2007. "Aspirations, Habit Formation, and Bequest Motive," Economic Journal, Royal Economic Society, vol. 117(520), pages 813-836, April.
    44. Samuel Bowles & Yongjin Park, 2005. "Emulation, Inequality, and Work Hours: Was Thorsten Veblen Right?," Economic Journal, Royal Economic Society, vol. 115(507), pages 397-412, November.
    45. Melvin Stephens, 2008. "The Consumption Response to Predictable Changes in Discretionary Income: Evidence from the Repayment of Vehicle Loans," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 241-252, May.
    46. Steffen Andersen & Philippe d'Astous & Jimmy Martínez-Correa & Stephen H. Shore, 2018. "Responses to Savings Commitments: Evidence from Mortgage Run-offs," Cahiers de recherche / Working Papers 1, Institut sur la retraite et l'épargne / Retirement and Savings Institute.
    47. 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.
    48. Dorrit Posel & Daniela Casale, 2011. "Relative Standing and Subjective Well-Being in South Africa: The Role of Perceptions, Expectations and Income Mobility," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 104(2), pages 195-223, November.
    49. Oswald, Andrew J. & Wu, Stephen, 2010. "Objective Confirmation of Subjective Measures of Human Well-being: Evidence from the USA," IZA Discussion Papers 4695, Institute of Labor Economics (IZA).
    50. Victoria Ateca-Amestoy & Alexandra Aguilar & Ana Moro-Egido, 2014. "Social Interactions and Life Satisfaction: Evidence from Latin America," Journal of Happiness Studies, Springer, vol. 15(3), pages 527-554, June.
    51. 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.
    52. Ng, Yew-Kwang, 1987. "Relative-Income Effects and the Appropriate Level of Public Expenditure," Oxford Economic Papers, Oxford University Press, vol. 39(2), pages 293-300, June.
    53. Raymond Fisman & Ilyana Kuziemko & Silvia Vannutelli, 2021. "Distributional Preferences in Larger Groups: Keeping up with the Joneses and Keeping Track of the Tails," Journal of the European Economic Association, European Economic Association, vol. 19(2), pages 1407-1438.
    54. Paul, Satya, 1991. "An index of relative deprivation," Economics Letters, Elsevier, vol. 36(3), pages 337-341.
    55. Aittomäki, Akseli & Martikainen, Pekka & Laaksonen, Mikko & Lahelma, Eero & Rahkonen, Ossi, 2010. "The associations of household wealth and income with self-rated health - A study on economic advantage in middle-aged Finnish men and women," Social Science & Medicine, Elsevier, vol. 71(5), pages 1018-1026, September.
    56. Lelkes, Orsolya, 2006. "Knowing what is good for you: Empirical analysis of personal preferences and the "objective good"," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 35(2), pages 285-307, April.
    57. Andrew B. Abel, 2005. "Optimal Taxation when Consumers Have Endogenous Benchmark Levels of Consumption," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 21-42.
    58. Hung‐Lin Tao & Shih‐Yung Chiu, 2009. "The Effects of Relative Income and Absolute Income on Happiness," Review of Development Economics, Wiley Blackwell, vol. 13(1), pages 164-174, February.
    59. Axel Ockenfels & Gary E. Bolton, 2000. "ERC: A Theory of Equity, Reciprocity, and Competition," American Economic Review, American Economic Association, vol. 90(1), pages 166-193, March.
    60. Jordi Caballé & Ana I. Moro-Egido, 2014. "Effects of Aspirations and Habits on the Distribution of Wealth," Scandinavian Journal of Economics, Wiley Blackwell, vol. 116(4), pages 1012-1043, October.
    61. Lawrence Berger & J. Michael Collins & Laura Cuesta, 2016. "Household Debt and Adult Depressive Symptoms in the United States," Journal of Family and Economic Issues, Springer, vol. 37(1), pages 42-57, March.
    62. Garance Genicot & Debraj Ray, 2020. "Aspirations and Economic Behavior," Annual Review of Economics, Annual Reviews, vol. 12(1), pages 715-746, August.
    63. H. Leibenstein, 1950. "Bandwagon, Snob, and Veblen Effects in the Theory of Consumers' Demand," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 64(2), pages 183-207.
    64. Shlomo Yitzhaki, 1979. "Relative Deprivation and the Gini Coefficient," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 93(2), pages 321-324.
    65. Albert O. Hirschman & Michael Rothschild, 1973. "The Changing Tolerance for Income Inequality in the Course of Economic DevelopmentWith A Mathematical Appendix," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(4), pages 544-566.
    66. Carol Graham & Andrew Felton, 2006. "Inequality and happiness: Insights from Latin America," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 4(1), pages 107-122, April.
    67. Blázquez, Maite & Budría, Santiago & Moro-Egido, Ana I., 2020. "Over-indebtedness and age: The effects on individual health," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 87(C).
    68. Bookwalter, Jeffrey T. & Dalenberg, Douglas R., 2010. "Relative to What or Whom? The Importance of Norms and Relative Standing to Well-Being in South Africa," World Development, Elsevier, vol. 38(3), pages 345-355, March.
    69. Elena Bárcena-Martín & Alexandra Cortés-Aguilar & Ana I. Moro-Egido, 2017. "Social Comparisons on Subjective Well-Being: The Role of Social and Cultural Capital," Journal of Happiness Studies, Springer, vol. 18(4), pages 1121-1145, August.
    70. Clayton, Maya & Liñares-Zegarra, José & Wilson, John O.S., 2015. "Does debt affect health? Cross country evidence on the debt-health nexus," Social Science & Medicine, Elsevier, vol. 130(C), pages 51-58.
    71. Wen-Chun Chang, 2013. "Climbing up the Social Ladders: Identity, Relative Income, and Subjective Well-being," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 113(1), pages 513-535, August.
    72. John D. Hey & Peter J. Lambert, 1980. "Relative Deprivation and the Gini Coefficient: Comment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 95(3), pages 567-573.
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    Keywords

    Static and dynamic relative hypothesis; income and wealth components; behavioural component; subjective well-beings.;
    All these keywords.

    JEL classification:

    • C29 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Other
    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being

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