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Measuring Well-Being In A Multidimensional Perspective: A Multivariate Statistical Application To Italian Regions

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  • Antonella Rita Ferrara
  • Rosanna Nisticò

    (Dipartimento di Economia, Statistica e Finanza, Università della Calabria)

Abstract

The interest for the measurement of well-being has been increasing among scholars and major international institutions. This paper proposes a synthetic index for ten dimensions of well-being combining a set of 57 variables at the Italian regional level and an overall indicator of well-being by implementing a principal component analysis. We also investigate sigma-convergence and gamma-convergence across Italian regions over the period 2004-2010. We find that the regional well-being divide in Italy is, at least, as relevant as the economic divide, suggesting the importance of paying much more attention in public policies and academic debates to the quality-of-life features of the Italian scene. The analysis in terms of sigma-convergence shows that the Italian regions tend to become more similar over time, both in terms of per-capita GDP and well-being, even if a gradual slowing-down of this process can be observed in recent years. Conversely, there is no evidence of intra-distributional mobility of the Italian regions over the entire distribution (gamma-convergence) for either per-capita GDP or the well-being index.

Suggested Citation

  • Antonella Rita Ferrara & Rosanna Nisticò, 2014. "Measuring Well-Being In A Multidimensional Perspective: A Multivariate Statistical Application To Italian Regions," Working Papers 201406, Università della Calabria, Dipartimento di Economia, Statistica e Finanza "Giovanni Anania" - DESF.
  • Handle: RePEc:clb:wpaper:201406
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    as
    1. Hanna, Rema & Oliva, Paulina, 2015. "The effect of pollution on labor supply: Evidence from a natural experiment in Mexico City," Journal of Public Economics, Elsevier, vol. 122(C), pages 68-79.
    2. Andrew E. Clark, 2003. "Unemployment as a Social Norm: Psychological Evidence from Panel Data," Journal of Labor Economics, University of Chicago Press, vol. 21(2), pages 289-322, April.
    3. Hanushek, Eric A. & Woessmann, Ludger, 2007. "The role of education quality for economic growth," Policy Research Working Paper Series 4122, The World Bank.
    4. Sala-i-Martin, Xavier X., 1996. "Regional cohesion: Evidence and theories of regional growth and convergence," European Economic Review, Elsevier, vol. 40(6), pages 1325-1352, June.
    5. James Heckman & Flavio Cunha, 2007. "The Technology of Skill Formation," American Economic Review, American Economic Association, vol. 97(2), pages 31-47, May.
    6. Milligan, Kevin & Moretti, Enrico & Oreopoulos, Philip, 2004. "Does education improve citizenship? Evidence from the United States and the United Kingdom," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 1667-1695, August.
    7. Sala-i-Martin, Xavier X, 1996. "The Classical Approach to Convergence Analysis," Economic Journal, Royal Economic Society, vol. 106(437), pages 1019-1036, July.
    8. William D. Nordhaus & James Tobin, 1973. "Is Growth Obsolete?," NBER Chapters, in: The Measurement of Economic and Social Performance, pages 509-564, National Bureau of Economic Research, Inc.
    9. Clark, Andrew E & Oswald, Andrew J, 1994. "Unhappiness and Unemployment," Economic Journal, Royal Economic Society, vol. 104(424), pages 648-659, May.
    10. Moretti, Enrico, 2004. "Estimating the social return to higher education: evidence from longitudinal and repeated cross-sectional data," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 175-212.
    11. Berloffa, Gabriella & Modena, Francesca, 2012. "Economic well-being in Italy: The role of income insecurity and intergenerational inequality," Journal of Economic Behavior & Organization, Elsevier, vol. 81(3), pages 751-765.
    12. Timothy J. Bartik, 2008. "Evaluating the Benefits of Non-marginal Reductions in Pollution Using Information on Defensive Expenditures," Book chapters authored by Upjohn Institute researchers, in: Joseph Herriges & Catherine L. Kling (ed.),Revealed Preference Approaches to Environmental Valuation, volume 0, pages 459-475, W.E. Upjohn Institute for Employment Research.
    13. Barbara Sianesi & John Van Reenen, 2003. "The Returns to Education: Macroeconomics," Journal of Economic Surveys, Wiley Blackwell, vol. 17(2), pages 157-200, April.
    14. Douglas Almond & Lena Edlund & Mårten Palme, 2009. "Chernobyl's Subclinical Legacy: Prenatal Exposure to Radioactive Fallout and School Outcomes in Sweden," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1729-1772.
    15. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    16. Andrés Marchante & Bienvenido Ortega & José Sánchez, 2006. "The Evolution of Well-Being in Spain (1980–2001): A Regional Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 76(2), pages 283-316, April.
    17. Daron Acemoglu & Joshua Angrist, 2001. "How Large Are Human Capital Externalities? Evidence from Compulsory Schooling Laws," NBER Chapters, in: NBER Macroeconomics Annual 2000, Volume 15, pages 9-74, National Bureau of Economic Research, Inc.
    18. Andrew E. Clark, 2006. "A Note on Unhappiness and Unemployment Duration," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot, Berlin, vol. 52(4), pages 291-308.
    19. Lance Lochner & Enrico Moretti, 2004. "The Effect of Education on Crime: Evidence from Prison Inmates, Arrests, and Self-Reports," American Economic Review, American Economic Association, vol. 94(1), pages 155-189, March.
    20. Currie, Janet & Stabile, Mark, 2006. "Child mental health and human capital accumulation: The case of ADHD," Journal of Health Economics, Elsevier, vol. 25(6), pages 1094-1118, November.
    21. 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.
    22. Henry Kaiser, 1970. "A second generation little jiffy," Psychometrika, Springer;The Psychometric Society, vol. 35(4), pages 401-415, December.
    23. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-668, September.
    24. Spagnolo, Giancarlo, 1999. "Social relations and cooperation in organizations," Journal of Economic Behavior & Organization, Elsevier, vol. 38(1), pages 1-25, January.
    25. Harrington, Winston & Portney, Paul R., 1987. "Valuing the benefits of health and safety regulation," Journal of Urban Economics, Elsevier, vol. 22(1), pages 101-112, July.
    26. Dodds, Steve, 1997. "Towards a 'science of sustainability': Improving the way ecological economics understands human well-being," Ecological Economics, Elsevier, vol. 23(2), pages 95-111, November.
    27. Joshua Graff Zivin & Matthew Neidell, 2012. "The Impact of Pollution on Worker Productivity," American Economic Review, American Economic Association, vol. 102(7), pages 3652-3673, December.
    28. Kenneth Y. Chay & Michael Greenstone, 2005. "Does Air Quality Matter? Evidence from the Housing Market," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 376-424, April.
    29. Rosemary Hyson & Janet Currie, 1999. "Is the Impact of Health Shocks Cushioned by Socioeconomic Status? The Case of Low Birthweight," American Economic Review, American Economic Association, vol. 89(2), pages 245-250, May.
    30. Yakovlev, Pavel & Leguizamon, Susane, 2012. "Ignorance is not bliss: On the role of education in subjective well-being," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 41(6), pages 806-815.
    31. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2004. "The Role of Social Capital in Financial Development," American Economic Review, American Economic Association, vol. 94(3), pages 526-556, June.
    32. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    33. Friedman, Milton, 1992. "Do Old Fallacies Ever Die?," Journal of Economic Literature, American Economic Association, vol. 30(4), pages 2129-2132, December.
    34. Joshua Graff Zivin & Matthew Neidell, 2013. "Environment, Health, and Human Capital," Journal of Economic Literature, American Economic Association, vol. 51(3), pages 689-730, September.
    35. Brent Bleys, 2012. "Beyond GDP: Classifying Alternative Measures for Progress," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 109(3), pages 355-376, December.
    36. Lars Osberg & Andrew Sharpe, 2005. "How Should We Measure The “Economic” Aspects Of Well‐Being?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 51(2), pages 311-336, June.
    37. Liliana Winkelmann & Rainer Winkelmann, 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.
    38. Boyle, G E & McCarthy, T G, 1997. "A Simple Measure of Beta-Convergence," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 59(2), pages 257-264, May.
    39. Domenico Cersosimo & Gianfranco Viesti, 2013. "Poli tecnologici meridionali, sviluppo e politiche industriali," ECONOMIA E POLITICA INDUSTRIALE, FrancoAngeli Editore, vol. 2013(2), pages 107-126.
    40. Christopher Peterson, 2012. "Important Papers on Well-Being: Assessment, Science, and Culture," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 105(3), pages 443-445, February.
    41. Giovanni Iuzzolino & Guido Pellegrini & Gianfranco Viesti, 2011. "Convergence among Italian Regions, 1861-2011," Quaderni di storia economica (Economic History Working Papers) 22, Bank of Italy, Economic Research and International Relations Area.
    42. Enzo Grossi & Giorgio Tavano Blessi & Pier Sacco & Massimo Buscema, 2012. "The Interaction Between Culture, Health and Psychological Well-Being: Data Mining from the Italian Culture and Well-Being Project," Journal of Happiness Studies, Springer, vol. 13(1), pages 129-148, March.
    43. 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.
    44. Dolan, Paul & Metcalfe, Robert, 2012. "The relationship between innovation and subjective wellbeing," Research Policy, Elsevier, vol. 41(8), pages 1489-1498.
    45. Masahiko Aoki, 2001. "Toward a Comparative Institutional Analysis," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262011875, December.
    46. Marc Fleurbaey, 2009. "Beyond GDP: The Quest for a Measure of Social Welfare," Journal of Economic Literature, American Economic Association, vol. 47(4), pages 1029-1075, December.
    47. Philip Oreopoulos & Kjell G. Salvanes, 2009. "How large are returns to schooling? Hint: Money isn't everything," NBER Working Papers 15339, National Bureau of Economic Research, Inc.
    48. 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.
    49. Vanesa Jordá & José Sarabia, 2015. "International Convergence in Well-Being Indicators," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 120(1), pages 1-27, January.
    50. Pilar Murias & Simone Novello & Fidel Martinez, 2012. "The Regions of Economic Well-being in Italy and Spain," Regional Studies, Taylor & Francis Journals, vol. 46(6), pages 793-816, June.
    51. Colm Harmon & Hessel Oosterbeek & Ian Walker, 2003. "The Returns to Education: Microeconomics," Journal of Economic Surveys, Wiley Blackwell, vol. 17(2), pages 115-156, April.
    52. 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, July.
    53. Emanuele Felice, 2007. "I divari regionali in Italia sulla base degli indicatori sociali (1871-2001)," Rivista di Politica Economica, SIPI Spa, vol. 97(2), pages 359-406, March-Apr.
    54. Gerlach, Knut & Stephan, Gesine, 1996. "A paper on unhappiness and unemployment in Germany," Economics Letters, Elsevier, vol. 52(3), pages 325-330, September.
    55. Ludger Vessman & Jerik Hanushek, 2007. "The role of education quality in economic growth (Part I)," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 2, pages 86-116.
    56. Shangqin Hong & Les Oxley & Philip McCann, 2012. "A Survey Of The Innovation Surveys," Journal of Economic Surveys, Wiley Blackwell, vol. 26(3), pages 420-444, July.
    57. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    58. Shields, Michael A. & Wheatley Price, Stephen, 2001. "Exploring the Economic and Social Determinants of Psychological and Psychosocial Health," IZA Discussion Papers 396, Institute of Labor Economics (IZA).
    59. Lars Osberg & Andrew Sharpe, 2002. "An Index of Economic Well–Being for Selected OECD Countries," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 48(3), pages 291-316, September.
    60. Courant, Paul N. & Porter, Richard C., 1981. "Averting expenditure and the cost of pollution," Journal of Environmental Economics and Management, Elsevier, vol. 8(4), pages 321-329, December.
    61. Easterlin, Richard A., 2001. "Subjective well-being and economic analysis: a brief introduction," Journal of Economic Behavior & Organization, Elsevier, vol. 45(3), pages 225-226, July.
    62. Philip McCann & Les Oxley, 2012. "Innovation, Entrepreneurship, Geography And Growth," Journal of Economic Surveys, Wiley Blackwell, vol. 26(3), pages 373-376, July.
    63. Alex Michalos, 2008. "Education, Happiness and Wellbeing," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 87(3), pages 347-366, July.
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    More about this item

    Keywords

    well-being indicators; s-convergence; ?-convergence; principal component analysis; Italy; regions;
    All these keywords.

    JEL classification:

    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being
    • O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

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