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Measuring changes in the Russian middle class between 1992 and 2008: a nonparametric distributional analysis

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  • Zoya Nissanov

    (Ariel University)

  • Maria Grazia Pittau

    (Sapienza University of Rome)

Abstract

Since the dissolution of the USSR in 1991, Russia is generally acknowledged to be one of the most complicated countries in the world, from a sociological perspective. In particular, the evolution of the Russian middle class is an interesting but highly complex phenomenon. Most works dealing with this issue are based on summary statistics, which do not fully convey all the information on income distribution. In the present paper, we analyze the evolution of the middle class in Russia from 1992 to 2008, by applying a nonparametric tool, the “relative distribution,” to Russian household incomes. The relative density function is a proper density function which compares two distributions observed in different years, in order to describe patterns of differences on the entire income scale. Despite a stable pattern of high inequality, we found that after a period of income convergence characterized by a rise of the middle class, in 1998 Russian households income started to polarize and in 2008 one can observe a very high degree of polarization and a marked decrease in the middle class. This shrinking of the middle class affected particularly incomes below the median. Our results can be related to the social reforms and can be partially explained by the characteristics of the Russian labor market.

Suggested Citation

  • 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.
  • Handle: RePEc:spr:empeco:v:50:y:2016:i:2:d:10.1007_s00181-015-0929-8
    DOI: 10.1007/s00181-015-0929-8
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    1. Sarah Voitchovsky, 2005. "Does the Profile of Income Inequality Matter for Economic Growth?," Journal of Economic Growth, Springer, vol. 10(3), pages 273-296, September.
    2. Birdsall, N. & Graham, C. & Pettinato, S., 2000. "Stuck in the Tunnel: Is Globalization Muddling the Middle Class?," Papers 14, Brookings Institution - Working Papers.
    3. Jérôme Lefranc, 2012. "Polarisation et déclin de la classe moyenne : le cas de la Russie," Post-Print halshs-00775929, HAL.
    4. Fernando Borraz & Nicolás Gonzalez Pampillón & Máximo Rossi, 2011. "Polarization and the Middle Class," Documentos de Trabajo (working papers) 2011, Department of Economics - dECON.
    5. Mark S. Handcock & Paul L. Janssen, 2002. "Statistical Inference for the Relative Density," Sociological Methods & Research, , vol. 30(3), pages 394-424, February.
    6. 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.
    7. Easterly, William, 2001. "The Middle Class Consensus and Economic Development," Journal of Economic Growth, Springer, vol. 6(4), pages 317-335, December.
    8. Yuriy Gorodnichenko & Klara Sabirianova Peter & Dmitriy Stolyarov, 2010. "Inequality and Volatility Moderation in Russia: Evidence from Micro-Level Panel Data on Consumption and Income," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 13(1), pages 209-237, January.
    9. Flemming, J.S. & Micklewright, John, 2000. "Income distribution, economic systems and transition," Handbook of Income Distribution, in: A.B. Atkinson & F. Bourguignon (ed.), Handbook of Income Distribution, edition 1, volume 1, chapter 14, pages 843-918, Elsevier.
    10. Cwik, Jan & Mielniczuk, Jan, 1993. "Data-dependent bandwidth choice for a grade density kernel estimate," Statistics & Probability Letters, Elsevier, vol. 16(5), pages 397-405, April.
    11. Ravallion, Martin, 2010. "The Developing World's Bulging (but Vulnerable) Middle Class," World Development, Elsevier, vol. 38(4), pages 445-454, April.
    12. Branko Jovanovic, 2001. "Russian Roller Coaster: Expenditure Inequality and Instability in Russia, 1994–98," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 47(2), pages 251-271, June.
    13. Michael M. Lokshin & Ruslan Yemtsov, 2004. "Household Strategies of Coping with Shocks in Post‐crisis Russia," Review of Development Economics, Wiley Blackwell, vol. 8(1), pages 15-32, February.
    14. 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.
    15. Hiroaki HAYASHI, 2007. "Uniqueness of Russian Middle Class and its Future," The Journal of Comparative Economic Studies (JCES), The Japanese Society for Comparative Economic Studies (JSCES), vol. 3, pages 29-45, December.
    16. Beach, Charles M. & Chaykowski, Richard P. & Slotsve, George A., 1997. "Inequality and polarization of male earnings in the United States, 1968-1990," The North American Journal of Economics and Finance, Elsevier, vol. 8(2), pages 135-151.
    17. Abhijit V. Banerjee & Esther Duflo, 2008. "What Is Middle Class about the Middle Classes around the World?," Journal of Economic Perspectives, American Economic Association, vol. 22(2), pages 3-28, Spring.
    18. Jérôme Lefranc, 2012. "Polarisation et déclin de la classe moyenne : le cas de la Russie," Documents de travail du Centre d'Economie de la Sorbonne 12054, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    19. Anthony B. Atkinson & Andrea Brandolini, 2011. "On the identification of the “middle class”," Working Papers 217, ECINEQ, Society for the Study of Economic Inequality.
    20. Irina Denisova, 2010. "Adult mortality in Russia," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 18(2), pages 333-363, April.
    21. Michael Lokshin & Martin Ravallion, 2000. "Welfare Impacts of the 1998 Financial Crisis in Russia and the Response of the Public Safety Net," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 8(2), pages 269-295, July.
    22. Milanovic, Branko & Jovanovic, Branko, 1999. "Changes in the Perception of the Poverty Line during the Depression in Russia, 1993-96," The World Bank Economic Review, World Bank, vol. 13(3), pages 539-559, September.
    23. Victoria Vernon, 2002. "Human Capital in Transitional Russia," Labor and Demography 0204003, University Library of Munich, Germany.
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    Cited by:

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    2. Kseniya Abanokova & Hai-Anh H. Dang, 2023. "Poverty in Russia: a bird’s-eye view of trends and dynamics in the past quarter of a century," Chapters, in: Jacques Silber (ed.), Research Handbook on Measuring Poverty and Deprivation, chapter 58, pages 627-635, Edward Elgar Publishing.
    3. Zhang, Chen & Yu, Yangcheng & Li, Qinghai, 2023. "Top incomes and income polarisation in China," China Economic Review, Elsevier, vol. 77(C).
    4. 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.
    5. 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).
    6. Osnat Peled & Jacques Silber, 2021. "On the Measurement of Relative, Absolute and Intermediate Pro-middle Class Growth," Research on Economic Inequality, in: Research on Economic Inequality: Poverty, Inequality and Shocks, volume 29, pages 139-167, Emerald Group Publishing Limited.
    7. Fabio Clementi & Vasco Molini & Francesco Schettino & Haider A. Khan & Michele Fabiani, 2023. "Polarization and its discontents: Morocco before and after the Arab Spring," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 21(1), pages 105-129, March.
    8. 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.

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    More about this item

    Keywords

    Income distribution; Middle class; Relative distribution; Russia; Transition;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • P36 - Political Economy and Comparative Economic Systems - - Socialist Institutions and Their Transitions - - - Consumer Economics; Health; Education and Training; Welfare, Income, Wealth, and Poverty

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