IDEAS home Printed from https://ideas.repec.org/a/spr/epolit/v38y2021i1d10.1007_s40888-021-00218-8.html
   My bibliography  Save this article

Decomposing changes in income polarization by population group: what happened during the crisis?

Author

Listed:
  • Chiara Assunta Ricci

    (Ministry of Economy and Finance)

  • Sergio Scicchitano

    (INAPP (National Institute for the Analysis of Public Policies)
    GLO (Global Labor Organization))

Abstract

In this paper, we use two different methods to compare changes in income polarization across different population groups (by gender, occupational status, education, age, residential area and state of birth) during the Great Recession in Italy. By using data from the latest wave of the Survey on Household Income and Wealth by the Bank of Italy, first we decompose the Duclos et al. (Econometrica 72:1737–1772, 2004) polarization index by population group. Second, we employ the Relative Distribution Approach by group. Comparing income distributions between 2006 and 2016, our results show a general downgrading of low-educated, young, southern and foreign heads of household coming 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 group is able to provide specific useful policy indications tailored to the needs of particular groups.

Suggested Citation

  • Chiara Assunta Ricci & Sergio Scicchitano, 2021. "Decomposing changes in income polarization by population group: what happened during the crisis?," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 38(1), pages 235-259, April.
  • Handle: RePEc:spr:epolit:v:38:y:2021:i:1:d:10.1007_s40888-021-00218-8
    DOI: 10.1007/s40888-021-00218-8
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40888-021-00218-8
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s40888-021-00218-8?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. José G. Montalvo & Marta Reynal-Querol, 2005. "Ethnic Polarization, Potential Conflict, and Civil Wars," American Economic Review, American Economic Association, vol. 95(3), pages 796-816, June.
    2. 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.
    3. 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.
    4. Walter Bossert & William Schworm, 2008. "A Class of Two‐Group Polarization Measures," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 10(6), pages 1169-1187, December.
    5. Mario Izquierdo & Juan Francisco Jimeno & Theodora Kosma & Ana Lamo & Stephen Millard & Tairi Rõõm & Eliana Viviano, 2017. "Labour market adjustment in Europe during the crisis: microeconomic evidence from the Wage Dynamics Network survey," Occasional Papers 1704, Banco de España.
    6. 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.
    7. Esteban, Joan & Ray, Debraj, 1994. "On the Measurement of Polarization," Econometrica, Econometric Society, vol. 62(4), pages 819-851, July.
    8. 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.
    9. Wolfson, Michael C, 1994. "When Inequalities Diverge," American Economic Review, American Economic Association, vol. 84(2), pages 353-358, May.
    10. 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.
    11. 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.
    12. Wolfson, Michael, 1997. "Divergent Inequalities - Theory and Empirical Results (Revised Edition)," Analytical Studies Branch Research Paper Series 1997066e, Statistics Canada, Analytical Studies Branch.
    13. Abdelkrim Araar, 2008. "On the Decomposition of Polarization Indices: Illustrations with Chinese and Nigerian Household Surveys," Cahiers de recherche 0806, CIRPEE.
    14. 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.
    15. James Foster & Michael Wolfson, 2010. "Polarization and the decline of the middle class: Canada and the U.S," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 8(2), pages 247-273, June.
    16. Schettino, Francesco & Khan, Haider A., 2020. "Income polarization in the USA: What happened to the middle class in the last few decades?," Structural Change and Economic Dynamics, Elsevier, vol. 53(C), pages 149-161.
    17. 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.
    18. 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.
    19. Ghoshray, Atanu & Ordóñez, Javier & Sala, Hector, 2016. "Euro, crisis and unemployment: Youth patterns, youth policies?," Economic Modelling, Elsevier, vol. 58(C), pages 442-453.
    20. 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.
    21. Baiardi, Donatella & Morana, Claudio, 2018. "Financial development and income distribution inequality in the euro area," Economic Modelling, Elsevier, vol. 70(C), pages 40-55.
    22. Chiara Gigliarano & Karl Mosler, 2009. "Constructing indices of multivariate polarization," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 7(4), pages 435-460, December.
    23. 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.
    24. 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.
    25. Tomasz Panek & Jan Zwierzchowski, 2020. "Median Relative Partial Income Polarization Indices: Investigating Economic Polarization in Poland During the Years 2005–2015," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 149(3), pages 1025-1044, June.
    26. Satya R. Chakravarty, 2009. "Inequality, Polarization and Poverty," Economic Studies in Inequality, Social Exclusion, and Well-Being, Springer, number 978-0-387-79253-8, Fall.
    27. 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.
    28. Anderson, Gordon, 2004. "Toward an empirical analysis of polarization," Journal of Econometrics, Elsevier, vol. 122(1), pages 1-26, September.
    29. 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.
    30. Joan Esteban & Debraj Ray, 2008. "Polarization, Fractionalization and Conflict," Journal of Peace Research, Peace Research Institute Oslo, vol. 45(2), pages 163-182, March.
    31. 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.
    32. Duro, Juan Antonio, 2005. "Another look to income polarization across countries," Journal of Policy Modeling, Elsevier, vol. 27(9), pages 1001-1007, December.
    33. 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.
    34. 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.
    35. 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.
    36. 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.
    37. Schettino, Francesco & Gabriele, Alberto & Khan, Haider A., 2021. "Polarization and the middle class in China: A non-parametric evaluation using CHNS and CHIP data," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 251-264.
    38. Annamaria Simonazzi & Teresa Barbieri, 2016. "The middle class in Italy: Reshuffling, erosion, polarization," Chapters, in: Daniel Vaughan-Whitehead (ed.), Europe's Disappearing Middle Class?, chapter 9, pages 360-395, Edward Elgar Publishing.
    39. 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.
    40. 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.
    41. 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.
    42. Wang, You-Qiang & Tsui, Kai-Yuen, 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.
    43. Esteban, Joan & Ray, Debraj, 1999. "Conflict and Distribution," Journal of Economic Theory, Elsevier, vol. 87(2), pages 379-415, August.
    44. 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.
    45. 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.
    46. Wolfson, Michael C, 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.
    47. 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.
    48. 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.
    49. Andrea Brandolini & Romina Gambacorta & Alfonso Rosolia, 2018. "Inequality amid income stagnation: Italy over the last quarter of a century," Questioni di Economia e Finanza (Occasional Papers) 442, Bank of Italy, Economic Research and International Relations Area.
    50. Ma Casilda Lasso de la Vega & Ana Marta Urrutia, 2006. "An Alternative Formulation of the Esteban-Gradín-Ray Extended Measure of Polarization," Journal of Income Distribution, Ad libros publications inc., vol. 15(3-4), pages 42-54, December.
    51. José Garcia Montalvo & Marta Reynal-Querol, 2004. "Ethnic polarization, potential conflict and civil wars," Economics Working Papers 770, Department of Economics and Business, Universitat Pompeu Fabra, revised Mar 2005.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Pierre Georges Van Wolleghem & Marina De Angelis & Sergio Scicchitano, 2023. "Do informal Networks Increase Migrants’ Over-Education? Comparing Over-Education for Natives, Migrants and Second Generations in Italy and Assessing the Role of Networks in Generating It," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 9(1), pages 175-197, March.
    2. Schettino, Francesco & Scicchitano, Sergio & Suppa, Domenico, 2024. "COVID 19 and Wage Polarization: A task based approach," GLO Discussion Paper Series 1398, Global Labor Organization (GLO).
    3. Traldi, Rebecca & Silva, Julie A. & Potapov, Peter & Tyukavina, Alexandra & Epprecht, Michael & Gore, Meredith L. & Phompila, Chittana, 2023. "Cultivating inequality? Regional rubber dynamics and implications for voluntary sustainability programs in Lao PDR," World Development, Elsevier, vol. 170(C).
    4. Adolfo Maza & María Hierro, 2022. "Attempting to measure the intensity of opposing feelings in elections: A polarization approach to Catalonia’s independence case," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 39(2), pages 323-344, July.
    5. Aina, Carmen & Brunetti, Irene & Mussida, Chiara & Scicchitano, Sergio, 2021. "Even more discouraged? The NEET generation at the age of COVID-19," GLO Discussion Paper Series 863, Global Labor Organization (GLO).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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).
    2. 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.
    3. Schettino, Francesco & Scicchitano, Sergio & Suppa, Domenico, 2024. "COVID 19 and Wage Polarization: A task based approach," GLO Discussion Paper Series 1398, Global Labor Organization (GLO).
    4. Clementi,F. & Fabiani,M. & Molini,V., 2018. "The devil is in the details : growth, polarization, and poverty reduction in Africa in the past two decades," Policy Research Working Paper Series 8494, The World Bank.
    5. 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.
    6. Satya Chakravarty & Bhargav Maharaj, 2012. "Ethnic polarization orderings and indices," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 7(1), pages 99-123, May.
    7. Michal Brzezinski, 2013. "Income polarization and economic growth," Working Papers 296, ECINEQ, Society for the Study of Economic Inequality.
    8. Marta Pascual & David Cantarero & Paloma Lanza, 2018. "Health polarization and inequalities across Europe: an empirical approach," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(8), pages 1039-1051, November.
    9. Fuad Aleskerov & Victoria Oleynik, 2016. "Multidimensional Polarization Index and its Application to an Analysis of the Russian State Duma," Papers 1608.01351, arXiv.org.
    10. Chiara Gigliarano & Daniel Nowak & Karl Mosler, 2019. "A Polarization Index for Overlapping Groups," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 65(4), pages 712-735, December.
    11. Schettino, Francesco & Khan, Haider A., 2020. "Income polarization in the USA: What happened to the middle class in the last few decades?," Structural Change and Economic Dynamics, Elsevier, vol. 53(C), pages 149-161.
    12. Iñaki Permanyer, 2012. "The conceptualization and measurement of social polarization," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 10(1), pages 45-74, March.
    13. Mariateresa Ciommi & Chiara Gigliarano & Giovanni Maria Giorgi, 2019. "Bonferroni And De Vergottini Are Back: New Subgroup Decompositions And Bipolarization Measures," Working Papers 439, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    14. Wang, Chen & Wan, Guanghua, 2015. "Income polarization in China: Trends and changes," China Economic Review, Elsevier, vol. 36(C), pages 58-72.
    15. Walter Bossert & William Schworm, 2008. "A Class of Two‐Group Polarization Measures," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 10(6), pages 1169-1187, December.
    16. Tomasz Panek & Jan Zwierzchowski, 2020. "Median Relative Partial Income Polarization Indices: Investigating Economic Polarization in Poland During the Years 2005–2015," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 149(3), pages 1025-1044, June.
    17. Ma Casilda Lasso de la Vega & Ana Urrutia & Henar Díez, 2010. "Unit Consistency And Bipolarization Of Income Distributions," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 56(1), pages 65-83, March.
    18. Juan Gabriel Rodríguez, 2015. "A Class of Social Welfare Functions That Depend on Mean Income and Income Polarization," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 61(3), pages 422-439, September.
    19. Joan Esteban & Debraj Ray, 2005. "A Comparison of Polarization Measures," Working Papers 310, Barcelona School of Economics.
    20. Iñaki Permanyer, 2008. "The Measurement of Social Polarization in a Multi-group Context," UFAE and IAE Working Papers 736.08, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).

    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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:epolit:v:38:y:2021:i:1:d:10.1007_s40888-021-00218-8. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.