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Decomposition of the Shrinking Middle-class and Directional Mobility in Finland 1995–2012

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  • Sami Remes

    (Tampere University)

Abstract

This paper investigates the middle-class decline in Finland from 1995 to 2012. The purpose is to examine how changes in the probabilities of belonging to the middle class in different socioeconomic groups have contributed to the middle-class decline while taking into account changes in the relative sizes of the groups. A decomposition analysis indicates that most of the decline has been due to the probability effect, especially among the least-educated population. Changes in age demographics and educational structure have contributed to the decline. The results of the decomposition are supported by mobility results, which indicate that individuals with a tertiary (no secondary) degree have been subject to upward (downward) mobility over the observed time period. In conclusion, the middle-class decline and polarization in Finland are asymmetrically reflected in different education groups. The highly educated have climbed up the income distribution, while the least educated have fallen.

Suggested Citation

  • Sami Remes, 2022. "Decomposition of the Shrinking Middle-class and Directional Mobility in Finland 1995–2012," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 162(3), pages 1281-1312, August.
    • Handle: RePEc:spr:soinre:v:162:y:2022:i:3:d:10.1007_s11205-022-02880-2
    DOI: 10.1007/s11205-022-02880-2
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    1. Richard V. Burkhauser & Amy Crews Cutts & Mary C. Daly & Stephen P. Jenkins, 1999. "Testing the significance of income distribution changes over the 1980s business cycle: a cross‐national comparison," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(3), pages 253-272, May.
    2. Luis López-Calva & Eduardo Ortiz-Juarez, 2014. "A vulnerability approach to the definition of the middle class," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 12(1), pages 23-47, March.
    3. 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.
    4. Fairlie, Robert W, 1999. "The Absence of the African-American Owned Business: An Analysis of the Dynamics of Self-Employment," Journal of Labor Economics, University of Chicago Press, vol. 17(1), pages 80-108, January.
    5. Russell Davidson, 2018. "Statistical Inference on the Canadian Middle Class," Econometrics, MDPI, vol. 6(1), pages 1-18, March.
    6. 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.
    7. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    8. Prithwis Gupta, 1978. "A general method of decomposing a difference between two rates into several components," Demography, Springer;Population Association of America (PAA), vol. 15(1), pages 99-112, February.
    9. Marja Riihelä & Risto Sullström & Matti Tuomala, 2010. "Trends in top income shares in Finland in 1966- 2007," Working Papers 1078, Tampere University, Faculty of Management and Business, Economics.
    10. 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.
    11. Oded Galor & Joseph Zeira, 1993. "Income Distribution and Macroeconomics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(1), pages 35-52.
    12. Easterly, William, 2001. "The Middle Class Consensus and Economic Development," Journal of Economic Growth, Springer, vol. 6(4), pages 317-335, December.
    13. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    14. Joseph Deutsch & Jacques Silber & Gaston Yalonetzky, 2014. "On Bi-Polarization and The Middle Class in Latin America: A Look At the First Decade of the Twenty-First Century," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(S2), pages 332-352, November.
    15. Markus M. Grabka & Joachim R. Frick, 2008. "The Shrinking German Middle Class: Signs of Long-Term Polarization in Disposable Income?," Weekly Report, DIW Berlin, German Institute for Economic Research, vol. 4(4), pages 21-27.
    16. Steven Pressman, 2007. "The Decline of the Middle Class: An International Perspective," Journal of Economic Issues, Taylor & Francis Journals, vol. 41(1), pages 181-200, March.
    17. repec:bla:revinw:v:60:y:2014:i::p:s332-s352 is not listed on IDEAS
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