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The role of Great Recession on income polarization by population groups

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  • Ricci, Chiara Assunta
  • Scicchitano, Sergio

Abstract

In this paper we use two different non-parametric methods to disentangle the role of Great Recession on income polarization in Italy by population groups (gender, occupational status, education, age, residential area and state of birth). By using data from the Survey on Household Income and Wealth of the Bank of Italy, first, we decompose the Duclos, Esteban and Ray polarization index by population groups. Second, we employ the Relative Distribution Approach by groups. Our results show a general downgrading, particularly of lower incomes, where low-educated, young, southern and foreign head of household are located out of the crisis. Young people and especially foreigners have suffered the most from the crisis. The lowest (highest) homogeneity within groups and the lowest (highest) heterogeneity between groups is observed when groups are formed on the basis of the state of birth (residential area).Thus, the decomposition of the polarization indices by population groups is able to provide specific useful policy indications, tailored to groups' needs.

Suggested Citation

  • Ricci, Chiara Assunta & Scicchitano, Sergio, 2021. "The role of Great Recession on income polarization by population groups," GLO Discussion Paper Series 766, Global Labor Organization (GLO).
  • Handle: RePEc:zbw:glodps:766
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    1. Chiara Mussida & Matteo Picchio, 2014. "The gender wage gap by education in Italy," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 12(1), pages 117-147, March.
    2. Ambra Poggi & Jacques Silber, 2010. "On Polarization And Mobility: A Look At Polarization In The Wage–Career Profile In Italy," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 56(1), pages 123-140, March.
    3. Michael C. Wolfson, 1997. "Divergent Inequalities: Theory And Empirical Results," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 43(4), pages 401-421, December.
    4. Ilaria Petrarca & Roberto Ricciuti, 2015. "Relative income distribution in six European countries: market and disposable income," LIS Working papers 629, LIS Cross-National Data Center in Luxembourg.
    5. Abdelkrim Araar, 2008. "On the Decomposition of Polarization Indices: Illustrations with Chinese and Nigerian Household Surveys," Cahiers de recherche 0806, CIRPEE.
    6. Tito Boeri & Andrea Brandolini, 2004. "The Age of Discontent: Italian Households at the Beginning of the Decade," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 63(3-4), pages 449-487, December.
    7. Fabio Clementi & Francesco Schettino, 2013. "Income polarization in Brazil, 2001-2011: A distributional analysis using PNAD data," Economics Bulletin, AccessEcon, vol. 33(3), pages 1796-1815.
    8. Jean-Yves Duclos & Joan Esteban & Debraj Ray, 2004. "Polarization: Concepts, Measurement, Estimation," Econometrica, Econometric Society, vol. 72(6), pages 1737-1772, November.
    9. Ghoshray, Atanu & Ordóñez, Javier & Sala, Hector, 2016. "Euro, crisis and unemployment: Youth patterns, youth policies?," Economic Modelling, Elsevier, vol. 58(C), pages 442-453.
    10. Jinxian Wang & Koen Caminada & Chen Wang, 2017. "Measuring Income Polarization for Twenty European Countries, 2004–13: A Shapley Growth-Redistribution Decomposition," Eastern European Economics, Taylor & Francis Journals, vol. 55(6), pages 477-499, November.
    11. Guillermo Cruces & Luis Felipe López Calva & Diego Battistón, 2011. "Down and Out or Up and In? Polarization-Based Measures of the Middle Class for Latin America," CEDLAS, Working Papers 0113, CEDLAS, Universidad Nacional de La Plata.
    12. Satya R. Chakravarty, 2009. "Inequality, Polarization and Poverty," Economic Studies in Inequality, Social Exclusion, and Well-Being, Springer, number 978-0-387-79253-8, July.
    13. Andrés Rodríguez-Pose & Viola Berlepsch, 2019. "Does Population Diversity Matter for Economic Development in the Very Long Term? Historic Migration, Diversity and County Wealth in the US," European Journal of Population, Springer;European Association for Population Studies, vol. 35(5), pages 873-911, December.
    14. Anderson, Gordon, 2004. "Toward an empirical analysis of polarization," Journal of Econometrics, Elsevier, vol. 122(1), pages 1-26, September.
    15. Chiara Mussida & Matteo Picchio, 2014. "The trend over time of the gender wage gap in Italy," Empirical Economics, Springer, vol. 46(3), pages 1081-1110, May.
    16. F. Clementi & A. L. Dabalen & V. Molini & F. Schettino, 2017. "When the Centre Cannot Hold: Patterns of Polarization in Nigeria," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63(4), pages 608-632, December.
    17. Garfinkel, Michelle R. & Skaperdas, Stergios (ed.), 2012. "The Oxford Handbook of the Economics of Peace and Conflict," OUP Catalogue, Oxford University Press, number 9780195392777.
    18. Seshanna, Shubhasree & Decornez, Stephane, 2003. "Income polarization and inequality across countries: an empirical study," Journal of Policy Modeling, Elsevier, vol. 25(4), pages 335-358, June.
    19. Clementi, Fabio & Molini, Vasco & Schettino, Francesco, 2018. "All that Glitters is not Gold: Polarization Amid Poverty Reduction in Ghana," World Development, Elsevier, vol. 102(C), pages 275-291.
    20. Satya R. Chakravarty & Amita Majumder, 2001. "Inequality, Polarisation and Welfare: Theory and Applications," Australian Economic Papers, Wiley Blackwell, vol. 40(1), pages 1-13, March.
    21. repec:bla:jpbect:v:2:y:2000:i:3:p:349-63 is not listed on IDEAS
    22. Zoya Nissanov & Maria Grazia Pittau, 2016. "Measuring changes in the Russian middle class between 1992 and 2008: a nonparametric distributional analysis," Empirical Economics, Springer, vol. 50(2), pages 503-530, March.
    23. Davide Dottori & Giacinto Micucci, 2018. "Corporate liquidity in Italy and its increase in the long recession," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 35(3), pages 981-1014, December.
    24. Francesco Pastore, 2018. "Why is youth unemployment so high and different across countries?," IZA World of Labor, Institute of Labor Economics (IZA), pages 420-420, January.
    25. repec:bla:revinw:v:43:y:1997:i:4:p:401-21 is not listed on IDEAS
    26. Leonello Tronti & Riccardo Gatto, 2012. "Measuring the Long Wave. Unemployment, Discouragement and Semi-Employment in Italy, During and After the Crisis," AIEL Series in Labour Economics, in: Giuliana Parodi & Dario Sciulli (ed.), Social Exclusion. Short and Long Term Causes and Consequences, edition 1, chapter 9, pages 171-198, AIEL - Associazione Italiana Economisti del Lavoro.
    27. X. Zhang & R. Kanbur, 2001. "What Difference Do Polarisation Measures Make? An Application to China," Journal of Development Studies, Taylor & Francis Journals, vol. 37(3), pages 85-98.
    28. Joan Esteban & Carlos Gradín & Debraj Ray, 2007. "An Extension of a Measure of Polarization, with an application to the income distribution of five OECD countries," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 5(1), pages 1-19, April.
    29. Wolfson, Michael C, 1994. "When Inequalities Diverge," American Economic Review, American Economic Association, vol. 84(2), pages 353-358, May.
    30. Jenkins, Stephen P., 1995. "Did the middle class shrink during the 1980s? UK evidence from kernel density estimates," Economics Letters, Elsevier, vol. 49(4), pages 407-413, October.
    31. Wolfson, Michael, 1997. "Divergent Inequalities - Theory and Empirical Results (Revised Edition)," Analytical Studies Branch Research Paper Series 1997066e, Statistics Canada, Analytical Studies Branch.
    32. You‐Qiang Wang & Kai‐Yuen Tsui, 2000. "Polarization Orderings and New Classes of Polarization Indices," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 2(3), pages 349-363, July.
    33. Marco Biagetti & Sergio Scicchitano, 2014. "Estimating the Gender Pay Gap in the Managerial and non Managerial Italian Labor Market," Economics Bulletin, AccessEcon, vol. 34(3), pages 1846-1856.
    34. Baiardi, Donatella & Morana, Claudio, 2018. "Financial development and income distribution inequality in the euro area," Economic Modelling, Elsevier, vol. 70(C), pages 40-55.
    35. Giuliana Parodi & Dario Sciulli (ed.), 2012. "Social Exclusion. Short and Long Term Causes and Consequences," AIEL Series in Labour Economics, AIEL - Associazione Italiana Economisti del Lavoro, number 05, November.
    36. Francesco Prota & Maria Jennifer Grisorio, 2018. "Public expenditure in time of crisis: are Italian policymakers choosing the right mix?," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 35(2), pages 337-365, August.
    37. Marco Biagetti & Sergio Scichittano, 2014. "Is There a Heteroscedasticity due to Gender in the Adult Learning? A View from Europe," European Research Studies Journal, European Research Studies Journal, vol. 0(3), pages 91-102.
    38. Duro, Juan Antonio, 2005. "Another look to income polarization across countries," Journal of Policy Modeling, Elsevier, vol. 27(9), pages 1001-1007, December.
    39. D'Errico, Marco & Macchiarelli, Corrado & Serafini, Roberta, 2015. "Differently unequal: Zooming-in on the distributional dimensions of the crisis in euro area countries," Economic Modelling, Elsevier, vol. 48(C), pages 93-115.
    40. Riccardo Massari & Maria Pittau & Roberto Zelli, 2009. "A dwindling middle class? Italian evidence in the 2000s," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 7(4), pages 333-350, December.
    41. Luca Bonacini & Giovanni Gallo & Sergio Scicchitano, 2021. "Working from home and income inequality: risks of a ‘new normal’ with COVID-19," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(1), pages 303-360, January.
    42. Catalina Amuedo-Dorantes & Susan Pozo, 2015. "The impact of the recession on the wealth of older immigrant and native households in the United States," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-27, December.
    43. Manuel Adelino & Antoinette Schoar & Felipe Severino, 2016. "Editor's Choice Loan Originations and Defaults in the Mortgage Crisis: The Role of the Middle Class," The Review of Financial Studies, Society for Financial Studies, vol. 29(7), pages 1635-1670.
    44. Marco Biagetti & Sergio Scicchitano, 2011. "A note on the gender wage gap among managerial positions using a counterfactual decomposition approach: sticky floor or glass ceiling?," Applied Economics Letters, Taylor & Francis Journals, vol. 18(10), pages 939-943.
    45. Satya R. Chakravarty & Conchita D'Ambrosio, 2010. "Polarization Orderings Of Income Distributions," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 56(1), pages 47-64, March.
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    More about this item

    Keywords

    Polarization; Non-parametric method; Decomposition; Relative distribution; Income distribution; Great Recession;
    All these keywords.

    JEL classification:

    • D3 - Microeconomics - - Distribution
    • J3 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs
    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General

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