Are you slacking? Where do you and your country stand in the happiness pursuit?

Badunenko, Oleg and Cordero, Jose M. and Kumbhakar, Subal C. (2021): Are you slacking? Where do you and your country stand in the happiness pursuit?

Abstract

This paper contributes to the literature on subjective well-being of individuals by estimating a “happiness frontier” under the premise that individuals seek to maximize happiness. The happiness frontier is defined as the pinnacle of happiness, given the resources and personal characteristics of individuals. However, individuals may not only strive to maximize their happiness but also to achieve higher levels of income, ceteris paribus. Thus, there is a trade-off between these two objectives, and the happiness�income frontier is attained when one can neither increase her happiness nor income, given her resources and personal characteristics. If one fails to attain the happiness-income frontier, there is a shortfall. The shortfall measures the rate at which both happiness and income for an individual, who has failed to attain the happiness frontier, could be increased given everything else. We also explore the determinants of this shortfall and conduct an empirical analysis using micro-level data gathered from the World Values Survey (WVS) for 74 countries. Our results suggest that age as well as certain personal circumstances, such as being unemployed or having a partner, have a strong influence on the levels the estimated well-being and income attainment measures. Likewise, we also find that the quality of the government of the country of residence also greatly affects individuals’ capacity to convert their resources into higher levels of happiness and income.

• Item Type: MPRA Paper
• Language: English
• Keywords: Happiness (well-being), Income, Frontier, Happiness shortfall, Cross-country analysis
• Subjects: C - Mathematical and Quantitative Methods > C5 - Econometric Modeling; I - Health, Education, and Welfare > I3 - Welfare, Well-Being, and Poverty

References

Abdallah, S., Thompson, S. and Marks, N., “Estimating worldwide life satisfaction,” Ecological Economics, 2008, 65(1), pp. 35–47.

Ahuvia, A.C., “Wealth, consumption and happiness,” in “The Cambridge handbook of psychology and economic behaviour,” , A. Lewis, ed., Cambridge University Press, 2008.

Aragon, Y., Daouia, A. and Thomas-Agnan, C., “Nonparametric Frontier Estimation: A Conditional Quantile-Based Approach,” Econometric Theory, 2005, 21(02), pp. 358–389.

Argyle, M., “Causes and Correlates of Happiness,” in “Well-being: The foundations of hedonic psychology,” , D. Kahneman, E. Diener and N. Schwarz, eds., New York: Russell Sage, 1999, pp. 353–373.

Binder, M. and Broeckel, T., “Happiness no matter the cost? An examination on how efficiently individuals reach their happiness levels,” Journal of Happiness Studies, 2012, 13, pp. 621–645.

Bjørnskov, C., Dreher, A. and Fischer, J.A.V., “Cross-country determinants of life satisfac�tion: exploring different determinants across groups in society,” Social Choice and Welfare, 2008, 30(1), pp. 119–173, ISSN 1432-217X.

Bjørnskov, C., Dreher, A. and Fischer, J.A.V., “Formal institutions and subjective well-being: Revisiting the cross-country evidence,” European Journal of Political Economy, 2010, 26(4), pp. 419–430.

Blanchflower, D.G. and Oswald, A.J., “Is Well-Being U-Shaped over the Life Cycle?” Social Science & Medicine, 2008, 66(8), pp. 1733–1749.

Blanchflower, D.G. and Oswald, A.J. “International happiness: A new view on the measure of performance”, The Academy of Management Perspectives, 2011, 25(1), pp. 6–22.

Bonini, A.N., “Cross-national variation in individual life satisfaction: Effects of national wealth, human development, and environmental conditions,” Social Indicators Research, 2008, 87(2), pp. 223–236.

Bruni, L. and Porta, P.L., Handbook of Economics of Happiness, London, Elgar, 2007.

Carboni, O.A. and Russu, P., “Assessing regional well-being in Italy: An application of Malmquist-DEA and self-organizing map neural clustering,” Social Indicators Research, 2015, 122(3), pp. 677–700.

Cazals, C., Florens, J.P. and Simar, L., “Nonparametric frontier estimation: a robust approach”, Journal of Econometrics, 2002, 106(1), pp. 1–25.

Clark, A.E., Frijters, P. and Shields, M.A., “Relative income, happiness, and utility: An explanation for the Easterlin paradox and other puzzles”, Journal of Economic Literature, 2008, 46(1), pp. 95–144.

Cordero, J.M., Polo, C. and Salinas-Jiménez, J., “Subjective Well-Being and Hetero�geneous Contexts: A Cross-National Study Using Semi-Nonparametric Frontier Methods,” Journal of Happiness Studies, 2021, 22(2), pp. 867–886.

Cordero, J.M., Salinas-Jiménez, J. and Salinas-Jiménez, M.M., “Exploring factors affecting the level of happiness across countries: A conditional robust nonparametric frontier analysis,” European Journal of Operational Research, 2017, 256(2), pp. 663–672.

Daraio, C. and Simar, L., “Introducing environmental variables in nonparametric frontier models: a proba�bilistic approach”, Journal of Productivity Analysis, 2005, 24(1), pp. 93–121.

Deaton, A. and Stone, A.A., “Two happiness puzzles,” American Economic Review, 2013, 103(3), pp. 591–97. Debnath, R.M. and Shankar, R., “Does good governance enhance happiness: A cross nation study,” Social Indicators Research, 2014, 116(1), pp. 235–253.

Di Tella, R. and MacCulloch, R., “Some uses of happiness data in economics,” Journal of Economic Per�spectives, 2006, 20, pp. 25–46.

Di Tella, R., MacCulloch, R.J. and Oswald, A.J., “The macroeconomics of happiness,” Review of Economics and Statistics, 2003, 85(4), pp. 809–827.

Diener, E. and Biswas-Diener, R., “Will money increase subjective well-being?” Social Indicators Research, 2002, 57(2), pp. 119–169.

Diener, E., Diener, M. and Diener, C.L., “Factors predicting the subjective well-being of nations,” Journal of Personality and Social Psychology, 1995, 69, pp. 851–864.

Diener, E., Gohm, C.L., Suh, E.M. and Oishi, S., “Similarity of the relations between marital status and subjective well-being across cultures,” Journal of Cross Cultural Psychology, 2000, 31(4), pp. 419–436.

Diener, E., Inglehart, R. and Tay, L., “Theory and validity of life satisfaction scales,” Social Indicators Research, 2013, 112, pp. 497–527.

Diener, E. and Lucas, R.E., “Personality and subjective well-being,” in “Well-being: The foundations of hedonic psychology”, D. Kahneman, E. Diener and N. Schwarz, eds., Russell Sage Foundation, New York, 1999, pp. 213–229.

Diener, E., Oishi, S. and Tay, L., Handbook of Well-Being, Salt Lake City, UT: DEF Publishers, 2018.

Dittmann, J. and Goebel, J., “Your house, your car, your education: The socioeconomic situation of the neighborhood and its impact on life satisfaction in Germany,” Social Indicators Research, 2010, 96, pp. 497–513.

Dolan, P., Peasgood, T. and White, M., “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, 2008, 29(1), pp. 94–122.

Easterlin, R.A., “Will raising the incomes of all increase the happiness of all?” Journal of Economic Behavior and Organization, 1995, 27, pp. 35–47.

Exton, C., Smith, C. and Vandendriessche, D., “Comparing Happiness across the World,” OECD Statistics Working Paper, 2015.

Farrell, M.J., “The measurement of productive efficiency”, Journal of the Royal Statistical Society: Series A (General), 1957, 120(3), pp. 253–281.

Ferrer-i Carbonell, A., “Income and well-being: An empirical analysis of the comparison income effect,” Journal of Public Economics, 2005, 89, pp. 997–1019.

Ferrer-i Carbonell, A. and Frijters, P., “How Important is Methodology for the Estimates of the Determinants of Happiness?” The Economic Journal, 2004, 114, pp. 641–659.

Frey, B. and Stutzer, A., Happiness and economics: How the economy and institutions affect human well�being, New Jersey: Princeton University Press. Princeton, 2010.

Frey, B.S., Happiness: A Revolution in Economics, Cambridge, Massachusetts: The MIT Press, 2008.

Gerdham, U. and Johannesson, M., “The Relationship between Happiness, Health, and Socio-economic Factors: Results Based on Swedish Microdata,” Journal of Socio-Economics, 2001, 30, pp. 553–7.

Gratton, C. and Taylor, P., “The economics of work and leisure,” in “Work and Leisure,” , J.T. Haworth and A.J. Veal, eds., London: Routledge, 2004, pp. 85–106.

Griffiths, William, Zhang, Xiaohui and Zhao, Xueyan, “Estimation and efficiency measurement in stochastic production frontiers with ordinal outcomes,” Journal of Productivity Analysis, Aug 2014, 42(1), pp. 67–84.

Haller, M. and Hadler, M., “How Social Relations and Structures Can Produce Happiness and Unhappiness: An International Comparative Analysis,” Social Indicators Research, 2006, 75, pp. 169–216.

Hartog, J. and Oosterbeek, H., “Health, wealth and happiness: why pursue a higher education?” Economics of Education Review, 1998, 17(3), pp. 245–256.

Harvey, A.S. and Mukhopadhyay, A.K., “When twenty-four hours is not enough: Time poverty of working parents,” Social Indicators Research, 2007, 82, pp. 57–77.

Haworth, J. and Lewis, S., “Work, leisure and well-being,” British Journal of Guidance & Counselling, 2005, 33(1), pp. 67–79.

Helliwell, J. and Huang, H.F., “How’s your government? International evidence linking good government and well-being,” British Journal of Political Science, 2008, 38, pp. 595–619.

Helliwell, J.F., “How’s life? Combining individual and national variables to explain subjective well-being,” Economic Modelling, 2003, 20(2), pp. 331–360.

Helliwell, J.F. and Barrington-Leigh, C.P., “Viewpoint: Measuring and Understanding Subjective Well�Being,” Canadian Journal of Economics, 2010, 43(3), pp. 729–753.

Helliwell, J.F., Huang, H. and Wang, S., “The Distribution of World Happiness,” in “World Happiness Report 2016,” , J.F. Helliwell, Layard J.F., R. and J. Sachs, eds., New York, 2016, pp. 8–48.

Helliwell, J.F., Layard, R., Sachs, J.D. and De Neve, J.E., “World Happiness Report 2020,” Tech. rep., New York, 2020.

Hsieh, C.M., “Income and financial satisfaction among adults in the United States,” Social Indicators Research, 2004, 66, pp. 249–266.

Inglehart, R., Haerpfer, C., Moreno, A., Welzel, C., Kizilova, K., Diez-Medrano, J. and Lagos, World Values Survey: All Rounds - Country-Pooled Datafile, Madrid: JD Systems Institute, 2014.

Kahneman, D. and Deaton, A., “High income improves evaluation of life but not emotional well-being,” Proceedings of the National Academy of Sciences, 2010, 107(38), pp. 16489–16493.

Kaufmann, D., A., Kraay and Mastruzzi, M., Worldwide Governance Indicators, World Bank, 2014.

Krueger, A.B. and Schkade, D.A., “The reliability of subjective well-being measures,” Journal of Public Economics, 2008, 92(8), pp. 1833–1845.

Kumbhakar, Subal C., “Specification and estimation of multiple output technologies: A primal approach,” European Journal of Operational Research, 2013, 231(2), pp. 465 – 473.

Kumbhakar, Subal C. and Sun, Kai, “Derivation of marginal effects of determinants of technical inefficiency,” Economics Letters, 2013, 120(2), pp. 249–253.

Kuosmanen, T. and Kortelainen, M., “Stochastic non-smooth envelopment of data: semi-parametric frontier estimation subject to shape constraints,” Journal of Productivity Analysis, 2012, 38(1), p. 11–28.

Langbein, L. and Knack, S., “The Worldwide Governance Indicators: Six, One, or None?” Journal of Development Studies, 2010, 46, pp. 350–370.

Lovell, C.A.K., Richardson, S., Travers, P. and Wood, L., “Resources and functionings: A new view of inequality in Australia,” in “Models and Measurement of Welfare and Inequality,” , Wolfgang Eichhorn, ed., Heidelberg: Springer-Verlag, 1994, pp. 787–807.

Lucas, Richard E and Diener, Ed, “Personality and subjective well-being: Current issues and controversies.” , 2015.

MacKerron, G., “Happiness economics from 35 000 feet,” Journal of Economic Surveys, 2012, 26(4), pp. 705–735.

Mamatzakis, E.C. and Tsionas, M.G., “Making inference of British household’s happiness efficiency: a Bayesian latent model,” European Journal of Operational Research, 2021, 294(1), pp. 312–326.

McBride, M., “Relative-income effects on subjective well-being in the cross-section,” Journal of Economic Behavior & Organization, 2001, 45, pp. 251–278.

Mizobuchi, H., “Measuring socio-economic factors and sensitivity of happiness,” Journal of Happiness Stud�ies, 2017, 18(2), pp. 463–504.

Narayan, D., Chambers, R., Shah, M.K. and Petesch, P., Voices of the Poor. Crying out for Change, New York: Oxford University Press for the World Bank, 2000.

Nettle, D., Happiness: The science behind your smile, Oxford: Oxford University Press, 2005.

Nikolova, M. and Popova, O., “Sometimes Your Best Just Ain’t Good Enough: The Worldwide Evidence on Well-Being Efficiency,” The BE Journal of Economic Analysis & Policy, 2021, 21(1), pp. 83–114.

Oswald, A.J., “Happiness and economic performance,” The Economic Journal, 1997, 107(445), pp. 1815– 1831.

Ott, J.C., “Good governance and happiness in nations: Technical quality precedes democracy and quality beats size,” Journal of Happiness Studies, 2010, 11, pp. 353–368.

Ott, J.C., “Government and happiness in 130 nations: Good governance fosters higher level and more equality of happiness,” Social Indicators Research, 2011, 102(1), pp. 3–22.

Owen, Donald B., “Tables for Computing Bivariate Normal Probabilities,” The Annals of Mathematical Statistics, 1956, 27(4), pp. 1075–1090.

O’Connor, K.J., “Happiness and welfare state policy around the world,” Review of Behavioral Economics, 2017, 4(4), pp. 397–420.

Pacek, Alexander C and Radcliff, Benjamin, “Welfare policy and subjective well-being across nations: An individual-level assessment”, 2008.

Peiro, A., “Happiness, satisfaction and socio-economic conditions: Some international evidence,” The Jour�nal of Socio-Economics, 2006, 35(2), pp. 348–365.

Powdthavee, N., “How much does money really matter? Estimating the causal effects of income on happi�ness,” Empirical Economics, 2010, 39(1), pp. 77–92.

Rayo, L. and Becker, G.S., “Evolutionary efficiency and happiness,” Journal of Political Economy, 2007, 115(2), pp. 302–337.

Roberts, K., Leisure in contemporary society, Wallingford: CAB International, 1999.

Salinas-Jiménez, M., Artés, J. and Salinas-Jiménez, J., “How Do Educational Attainment and Occupational and Wage-Earner Statuses Affect Life Satisfaction? A Gender Perspective Study,” Journal of Happiness Studies, 2013, 14(2), pp. 367–388.

Schneider, S.M., “Income inequality and subjective wellbeing: Trends, challenges, and research directions,” Journal of Happiness Studies, 2016, 17(4), pp. 1719–1739.

Schyns, P., “Cross-national differences in happiness: Economic and cultural factors explored,” Social Indi�cators Research, 1998, 43(1-2), pp. 3–26.

Sen, Amartya, Commodities and capabilities, Amsterdam: North-Holland, 1985.

Senik, C., “What can we learn from subjective data? The case of income and well-being,” Journal ofEco�nomic Surveys, 2004, 19(1), pp. 43–63.

Stevenson, B. and Wolfers, J., Economic Growth and Subjective Well-Being: Reassessing the Easterlin Paradox, Brookings Papers on Economic Activity, Washington, DC: Spring, Brookings Institution Press, 2008.

Stutzer, A. and Frey, B.S., “Does marriage make people happy, or do happy people get married?” The Journal of Socio-Economics, 2006, 35(2), pp. 326–347.

Stutzer, A. “Recent developments in the economics of happiness: A selective overview. Recent Developments in the Economics of Happiness: A Selective Overview,” , 2012, no 7078.

Van Praag, B. and Ferrer-i Carbonell, A., Happiness Quantified: A Satisfaction Calculus Approach, Oxford University Press, 2004.

Veenhoven, R., “Is happiness relative?” Social Indicators Research, 1991, 24(1), pp. 1–34.

Veenhoven, R., “Inequality of happiness in nations: Introduction,” Journal of Happiness Studies, 2005, 6, pp. 351–355.

Veenhoven, R., Bibliography of Happiness. (Section F ‘Happiness and Society’) World database of happiness, Nether�lands: Erasmus University Rotterdam, 2012.

Verme, P., “LIFE SATISFACTION AND INCOME INEQUALITY,” Review of Income and Wealth, 2011, 57(1), pp. 111–127.

Winkelmann, R., “Unemployment, social capital, and subjective well-being,” Journal of Happiness Studies, 2009, 10(4), pp. 421–430.