Measuring welfare: Latent variable models for happiness and capabilities in the presence of unobservable heterogeneity
AbstractThe paper contributes to the operationalisation of the capabilities approach to welfare economics by developing and analyzing data on the freedoms of adults in Argentina. Specifically, it reports on the development and delivery of a survey instrument for measuring capabilities, calculates for each respondent a Nehring-Puppe type index of capabilities and examines the distribution of index scores. The main analytic part of the paper then goes on to develop a generalized linear latent and mixed model (GLLAMM) for assessing the impact of capabilities on life satisfaction, in which allowance is made for (i) unobserved heterogeneity and (ii) possible endogeneity, by introducing latent individual effects and by instrumenting capability variables using income and other socio-economic variables. Our empirical results show that empathy, self-worth, goal-autonomy, discrimination, safety and stress are statistically significant determinants of life satisfaction, in a decreasing order of importance. The paper concludes by suggesting that, if replicated, the findings have profound implications for the conceptualisation and evaluation of economic progress.
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Bibliographic InfoArticle provided by Elsevier in its journal Journal of Public Economics.
Volume (Year): 95 (2011)
Issue (Month): 3-4 (April)
Contact details of provider:
Web page: http://www.elsevier.com/locate/inca/505578
Capabilities Freedoms GLLAMM Happiness Instrumental variables Multi-dimensionality Unobserved heterogeneity;
Other versions of this item:
- Anand, Paul & Krishnakumar, Jaya & Tran, Ngoc Bich, 2011. "Measuring welfare: Latent variable models for happiness and capabilities in the presence of unobservable heterogeneity," Journal of Public Economics, Elsevier, vol. 95(3), pages 205-215.
- C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
- I3 - Health, Education, and Welfare - - Welfare and Poverty
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- Walter Bossert & Conchita D'Ambrosio & Vito Peragine, 2007.
"Deprivation and Social Exclusion,"
London School of Economics and Political Science, vol. 74(296), pages 777-803, November.
- BOSSERT, Walter & D'AMBROSIO, Conchita & PERAGINE, Vito, 2004. "Deprivation and Social Exclusion," Cahiers de recherche 2004-01, Universite de Montreal, Departement de sciences economiques.
- BOSSERT, Walter & D'AMBROSIO, Conchita & PERAGINE, Vito, 2004. "Deprivation and Social Exclusion," Cahiers de recherche 02-2004, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- Duclos, Jean-Yves & Sahn, David & Younger, Stephen D., 2001.
"Robust Multidimensional Poverty Comparisons,"
Cahiers de recherche
0115, Université Laval - Département d'économique.
- Francois Bourguignon & Francisco H.B. Ferreira & Marta Menéndez, 2005.
"Inequality of Opportunity in Brazil,"
Ibero America Institute for Econ. Research (IAI) Discussion Papers
133, Ibero-America Institute for Economic Research.
- James J. Heckman, 2007.
"The Economics, Technology and Neuroscience of Human Capability Formation,"
NBER Working Papers
13195, National Bureau of Economic Research, Inc.
- Heckman, James J., 2007. "The Economics, Technology and Neuroscience of Human Capability Formation," IZA Discussion Papers 2875, Institute for the Study of Labor (IZA).
- Jaya Krishnakumar, 2004.
"Going Beyond Functionings to Capabilities : an Econometric Model to Explain and Estimate Capabilities,"
Research Papers by the Department of Economics, University of Geneva
2004.12, Département des Sciences Économiques, Université de Genève.
- Jaya Krishnakumar, 2007. "Going Beyond Functionings to Capabilities: An Econometric Model to Explain and Estimate Capabilities," Journal of Human Development and Capabilities, Taylor and Francis Journals, vol. 8(1), pages 39-63.
- James Banks, 2006. "Economic capabilities, choices and outcomes at older ages," Fiscal Studies, Institute for Fiscal Studies, vol. 27(3), pages 281-311, August.
- Wulf Gaertner & Yongsheng Xu,, .
"On the Structure of Choice Under Different External References,"
97/19, University of Nottingham, School of Economics.
- Wulf Gaertner & Yongsheng Xu, 1999. "On the structure of choice under different external references," Economic Theory, Springer, vol. 14(3), pages 609-620.
- Sen, Amartya K, 1979. "Personal Utilities and Public Judgements: Or What's Wrong with Welfare Economics?," Economic Journal, Royal Economic Society, vol. 89(355), pages 537-58, September.
- Paul Anand & Graham Hunter & Ian Carter & Keith Dowding & Francesco Guala & Martin Van Hees, 2009. "The Development of Capability Indicators," Journal of Human Development and Capabilities, Taylor and Francis Journals, vol. 10(1), pages 125-152.
- Klasen, Stephan, 2000. "Measuring Poverty and Deprivation in South Africa," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 46(1), pages 33-58, March.
- Nehring,K. und C.Puppe, 1999.
"A Theory of Diversity,"
Discussion Paper Serie A
605, University of Bonn, Germany.
- Bourguignon, François & Ferreira, Francisco & Menéndez, Marta, 2007. "Inequality of Opportunity in Brazil," Economics Papers from University Paris Dauphine 123456789/1552, Paris Dauphine University.
- Martin Binder, 2013. "Subjective Well-being Capabilities: Bridging the Gap between the Capability Approach and Subjective Well-Being Research," Papers on Economics and Evolution 2013-02, Max Planck Institute of Economics, Evolutionary Economics Group.
- Schurer, Stefanie & Yong, Jongsay, 2012.
"Personality, well-being and the marginal utility of income: What can we learn from random coefficient models?,"
Working Paper Series
2040, Victoria University of Wellington, School of Economics and Finance.
- Schurer, S.; & Yong, J.;, 2012. "Personality, well-being and the marginal utility of income: What can we learn from random coefficient models?," Health, Econometrics and Data Group (HEDG) Working Papers 12/01, HEDG, c/o Department of Economics, University of York.
- Mario Biggeri & Nicolò Bellanca, 2013. "Capabilities and Human Dilemmas: How to Cope with Incompleteness," Working Papers Series wp2013_08.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze dell'Economia e Dell'Impresa.
- Hasan, Hamid, 2013. "Capabilities vis-a-vis Happiness: Evidence from Pakistan," MPRA Paper 44892, University Library of Munich, Germany.
- Binder, Martin & Witt, Ulrich, 2012. "A critical note on the role of the capability approach for sustainability economics," The Journal of Socio-Economics, Elsevier, vol. 41(5), pages 721-725.
- Krenz, Astrid, 2013. "Cross-country heterogeneity and endogeneity bias in life satisfaction estimations - Macro- and micro-level evidence for advanced, developing and transition countries," Center for European, Governance and Economic Development Research Discussion Papers 155, University of Goettingen, Department of Economics.
- repec:mod:depeco:0009 is not listed on IDEAS
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