Cordero, Jose M. and Salinas-Jiménez, Javier and Salinas-Jiménez, Mª Mar (2014): Assessing the level of happiness across countries: A robust frontier approach.
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Abstract
In this paper we propose an innovative approach based on life satisfaction to estimate efficiency measures for individuals considering how they convert their resources into higher levels of happiness. We use an extension of the conditional nonparametric robust approach which allows us to consider a mixed set of individual and institutional variables that can affect the levels of life satisfaction. Our empirical analysis includes data about 31,854 individuals from 26 OECD countries participating in the last wave of the World Values Survey. Results obtained indicate that the most efficient individuals in achieving happiness tend to live in northern and central European countries whereas the less efficient individuals are found, in average, in Asian transitional economies. In addition, it is also found that most of the traditional determinants of wellbeing (e.g. age, marital status, religion or unemployment) also have a significant impact on efficiency measures.
Item Type: | MPRA Paper |
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Original Title: | Assessing the level of happiness across countries: A robust frontier approach |
Language: | English |
Keywords: | Efficiency, Happiness, Cross-country analysis, nonparametric |
Subjects: | C - Mathematical and Quantitative Methods > C1 - Econometric and Statistical Methods and Methodology: General > C14 - Semiparametric and Nonparametric Methods: General I - Health, Education, and Welfare > I3 - Welfare, Well-Being, and Poverty > I30 - General |
Item ID: | 57784 |
Depositing User: | Mr Jose Manuel Cordero-Ferrera |
Date Deposited: | 06 Aug 2014 16:25 |
Last Modified: | 29 Sep 2019 05:51 |
References: | Alesina, A., Di Tella, R., MacCulloch, R. (2004): Inequality and happiness: Are Europeans and Americans different?, Journal of Public Economics, 88, 2009–2042. Argyle, M. (1999): Causes and Correlates of Happiness. In Kahneman, D., Diener, E., Schwarz, N. (eds.) Well-Being: The Foundations of a Hedonic Psychology. New York: Russell Sage, 353-73. Badin, L., Daraio, C., Simar, L. (2010): Optimal bandwidth selection for conditional efficiency measures: A data-driven approach, European Journal of Operational Research, 201, 633-640. Bădin, L., Daraio, C., Simar, L. (2012): Explaining inefficiency in nonparametric production models: the state of the art, Annals of Operations Research, 214(1), 5-30. Banker, R, D., Charnes, A., Cooper, W. W. (1984): Models for estimating technical and scale efficiencies in data envelopment analysis, Management Science, 30(9), 1078-92. Binder, M., Brockel, T. (2012): Happiness no matter the cost? An examination on how efficiently individuals reach their happiness levels, Journal of Happiness Studies, 13, 621-645. Bjornskov, C., Dreher, A., Fischer, J.A.V. (2008): Cross-country determinants of life satisfaction: Exploring different determinants across groups in society, Social Choice and Welfare, 30, 119-173. Bjornskov, C., Dreher, A., Fischer, J. A. (2010): Formal institutions and subjective well-being: Revisiting the cross-country evidence, European Journal of Political Economy, 26(4), 419-430. Blanchflower, D.G., Oswald, A.J. (2004a): Well-being Over Time in Britain and the USA, Journal of Public Economics, 88, 1359-1386. Blanchflower, D. G., Oswald, A. J. (2004b): Money, sex and happiness: An empirical study, Scandavian Journal of Economics, 106(3), 393–415. Blanchflower, D. G., Oswald, A. J. (2011): International happiness: A new view on the measure of performance, The Academy of Management Perspectives, 25(1), 6-22. Bruni, L., Porta, P.L. (2007) (eds). Handbook of Economics of Happiness. London, Elgar. Cazals, C., Florens, J.P., Simar, L. (2002): Nonparametric frontier estimation: A robust approach, Journal of Econometrics, 106, 1–25. Charnes, A., Cooper, W.W., Rhodes, E. (1978): Measuring the efficiency of decision making units, European Journal of Operational Research, 2 (6), 429–444. Clark, A., Oswald, A. (1994): Unhappiness and unemployment. Economic Journal, 14(424), 648–659. Clark, A. E., Frijters, P., Shields, M. A. (2008): Relative income, happiness, and utility: An explanation for the Easterlin paradox and other puzzles, Journal of Economic Literature, 46(1), 95–144. Daraio, C., Simar, L. (2005): Introducing environmental variables in nonparametric frontier models: A probabilistic approach, Journal of Productivity Analysis, 24 (1), 93–121. Daraio, C. and Simar, L. (2007a): Advanced robust and nonparametric methods in efficiency analysis. Methodologies and Applications, Springer, New York. Daraio, C., Simar, L. (2007b): Conditional nonparametric Frontier models for convex and non convex technologies: A unifying approach, Journal of Productivity Analysis, 28, 13–32. De Witte, K. and Kortelainen, M. (2013): “What explains performance of students in a heterogeneous environment? Conditional efficiency estimation with continuous and discrete environmental variables”, Applied Economics, 45(17), 2401–2412. Deaton, A. (2008). Income, health, and well-being around the world: Evidence from the Gallup World Poll, Journal of Economic Perspectives, 22, 53-72. Di Tella, R., MacCulloch, R., Oswald, A. (2001): Preferences over inflation and unemployment. Evidence from surveys of happiness, The American Economic Review, 91(1), 335–341. Di Tella, R., MacCulloch, R.J. (2008): Gross national happiness as an answer to the Easterlin Paradox?, Journal of Development Economics, 86, 22-42. Diener, E. (1984): Subjective well-being, Psychological Bulletin, 95, 542–575. Diener, E., Gohm, C.L., Suh, E.M., Oishi, S. (2000): Similarity of the relations between marital status and subjective well-being across cultures, Journal of Cross Cultural Psychology, 31 (4), 419–436. Diener, E., Oishi, S., Lucas, R. E. (2003): Personality, culture, and subjective well-being: Emotional and cognitive evaluations of life, Annual Review of Psychology, 54, 403–425. Dolan, P., Peasgood, T., White, M. (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, 29(1), 94-122. Easterlin, R. (1974). Does economic growth improve the human a lot? Some empirical evidence. In David, P.A., Reder, M.W. (Eds.), Nations and Households in Economic Growth: Essays in Honor of Moses Abramovitz. New York: Academic Press. Easterlin, R. (1995): Will raising the incomes of all increase happiness of all?, Journal of Economic Behavior & Organization, 27, 35–47. Easterlin, R. (2006): Life cycle happiness and its sources. Intersections of psychology, economics and demography, Journal of Economic Psychology, 27, 463–482. Fahey, T., Smyth, E. (2004). Do subjective indicators measure welfare? Evidence from 33 European societies, European Societies, 6, 5-27. Farrell, M.J. (1957): The measurement of productive efficiency, Journal of Royal Statistical Society, 120 (Series A, Part 3), 253-281. Ferrer-i-Carbonell, A., Frijters, P. (2004): How Important is Methodology for the Estimates of the Determinants of Happiness?, The Economic Journal, 114, 641-659. Frey, B.S (2008). Happiness: A Revolution in Economics. The MIT Press, Cambridge, Massachusetts. Frey, B. S., Stutzer, A. (2002): What Can Economists Learn from Happiness Research?, Journal of Economic Literature, 40, 402-435. Gerdham, U., Johannesson, M. (2001): The Relationship between Happiness, Heath, and Socio-economic Factors: Results Based on Swedish Microdata, Journal of Socio-Economics, 30, 553-7. Haller, M., Hadler, M. (2006): How social relations and structures can produce happiness and unhappiness: An international comparative analysis, Social Indicators Research, 75, 169–216. Halpern, D. (2010): The Hidden Wealth of Nations. Cambridge: Polity. Hartog, J., Oosterbeek, H. (1998): Health, wealth and happiness: why pursue a higher education?, Economics of Education Review, 17(3), 245-256. Headey, B., Wearing, A. (1989): Personality, life events, and subjective well-being: Toward a dynamic equilibrium model, Journal of Personality and Social Psychology, 57(4), 731–739. Helliwell, J.F. (2003): How’s life? Combining individual and national variables to explain subjective well-being, Economic Modelling, 20(2): 331-360. Helliwell, J. F., Putnam, R. D. (2004): The social context of well-being, Philosophical transactions-royal society of London series B biological sciences, 1435-1446. Helliwell, J., Huang, H.F. (2008). How’s your government? International evidence linking good government and well-being, British Journal of Political Science, 38, 595-619. Jeong, S. O., Park, B. U., Simar, L. (2010): Nonparametric conditional efficiency measures: asymptotic properties, Annals of Operations Research, 173, 105-122. Kahneman, D., Krueger, A.B. (2006): Developments in the measurement of subjective wellbeing, Journal of Economic Perspectives, 22, 3-24. Krueger, A. B., Schkade, D. A. (2008): The reliability of subjective well-being measures, Journal of Public Economics, 92(8), 1833-1845. Li, Q., Racine, J.S. (2004): Cross-Validated Local Linear Nonparametric Regression, Statistica Sinica, 14(2), 485-512. Louis, V. V., Zhao, S. (2002): Effects of family structure, family SES, and adulthood experiences on life satisfaction, Journal of Family Issues, 23, 986–1005. Nettle, D. (2005): Happiness: The science behind your smile. Oxford: Oxford University Press. Pacek, A.C., Radcliff, B. (2008): Welfare policy and subjective well-being across nations: An individual-level assessment, Social Indicators Research, 89, 179-191. Portela, M., Neira, I., Salinas-Jiménez, M. (2013): Social capital and subjective wellbeing in Europe: a new approach on social capital, Social Indicators Research, 114, 493-511. Powdthavee, N. (2010): How much does money really matter? Estimating the causal effects of income on happiness, Empirical Economics, 39(1), 77-92. Racine, J.S. (1997): Consistent significance testing for nonparametric regression, Journal of Business and Economic Statistics, 15, 369–379. Racine, J.S., Li, Q. (2004): Nonparametric Estimation of Regression Functions with both categorical and continuous Data, Journal of Econometrics, 119 (1), 99-130. Racine, J.S., Hart, J.D., Li, Q. (2006): Testing the significance of categorical predictor variables in nonparametric regression models, Econometric Reviews, 25, 523–544. Salinas-Jiménez, M., Artés, J., Salinas-Jiménez, J. (2013): How Do Educational Attainment and Occupational and Wage-Earner Statuses Affect Life Satisfaction? A Gender Perspective Study, Journal of Happiness Studies,14(2), 367-388. Schimmack, U., Radhakrishnan, P., Oishi, S., Dzokoto, V., Ahadi, S. (2002): Culture, personality, and subjective well-being: Integrating process models of life satisfaction, Journal of Personality and Social Psychology, 82(4), 582–593. Simar, L., Wilson, P. (2007): Estimation and inference in two-stage, semi-parametric models of production processes, Journal of Econometrics, 136 (1), 31–64. Simar, L., Wilson, P. (2011): Two-stage DEA: caveat emptor, Journal of Productivity Analysis, 36(2), 205-218. Stevenson, B., Wolfers, J. (2009): The Paradox of Declining Female Happiness, American Economic Journal: Economic Policy, 1(2), 190–225. Stutzer, A., Frey, B. S. (2006). Does marriage make people happy, or do happy people get married?, The Journal of Socio-Economics, 35(2), 326-347. Veenhoven, R. (2008): Healthy happiness: Effects of happiness on physical health and the consequences for preventive health care, Journal of Happiness Studies, 9(3), 449–469. Winkelmann, R. (2009): Unemployment, social capital, and subjective well-being, Journal of Happiness Studies, 10(4), 421-430. Winkelmann, L., Winkelmann, R. (2010): Does inequality harm the middle class?, Kyklos, 63, 301-316. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/57784 |