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Wages, compositional effects and the business cycle

Author

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  • Christodoulopoulou, Styliani
  • Kouvavas, Omiros

Abstract

During the Great Recession, unemployment increased substantially across several euro area countries, with wages exhibiting a muted response. As low skilled workers lose their jobs first during a recession, the remaining employed workers result in a relatively more skilled employment pool. This change in the composition of the employed workers inflates the aggregate wage mechanically, even in the case of no actual pay rises. This paper uses individual level data to control for the effect of changes in the composition of workers on wages and wage cyclicality. We find that compositional effects are highly correlated with the severity of the business cycle, being significant in countries where employment losses were larger. Thus, the results partially explain the muted response of the observed wages to the business cycle, as wages decreased more than what the aggregate numbers suggest during the downturn, a picture that is reversed somewhat during the recent recovery. JEL Classification: J30, E32

Suggested Citation

  • Christodoulopoulou, Styliani & Kouvavas, Omiros, 2022. "Wages, compositional effects and the business cycle," Working Paper Series 2653, European Central Bank.
  • Handle: RePEc:ecb:ecbwps:20222653
    Note: 2304852
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    File URL: https://www.ecb.europa.eu//pub/pdf/scpwps/ecb.wp2653~3ba5b3f13a.en.pdf
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    References listed on IDEAS

    as
    1. Mary C. Daly & Bart Hobijn, 2014. "Downward Nominal Wage Rigidities Bend the Phillips Curve," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(S2), pages 51-93, October.
    2. Gary Solon & Robert Barsky & Jonathan A. Parker, 1994. "Measuring the Cyclicality of Real Wages: How Important is Composition Bias?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(1), pages 1-25.
    3. Effrosyni Adamopoulou & Emmanuele Bobbio & Marta De Philippis & Federico Giorgi, 2016. "Allocative efficiency and aggregate wage dynamics in Italy," Questioni di Economia e Finanza (Occasional Papers) 340, Bank of Italy, Economic Research and International Relations Area.
    4. 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.
    5. Katharine G. Abraham & John C. Haltiwanger, 1995. "Real Wages and the Business Cycle," Journal of Economic Literature, American Economic Association, vol. 33(3), pages 1215-1264, September.
    6. Ekaterina V. Peneva & Jeremy B. Rudd, 2017. "The Passthrough of Labor Costs to Price Inflation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 49(8), pages 1777-1802, December.
    7. Steven J. Davis & John Haltiwanger, 1990. "Gross Job Creation and Destruction: Microeconomic Evidence and Macroeconomic Implications," NBER Chapters, in: NBER Macroeconomics Annual 1990, Volume 5, pages 123-186, National Bureau of Economic Research, Inc.
    8. Haefke, Christian & Sonntag, Marcus & van Rens, Thijs, 2013. "Wage rigidity and job creation," Journal of Monetary Economics, Elsevier, vol. 60(8), pages 887-899.
    9. Adamopoulou Effrosyni & Bobbio Emmanuele & Philippis Marta De & Giorgi Federico, 2019. "Reallocation and the Role of Firm Composition Effects on Aggregate Wage Dynamics," IZA Journal of Labor Economics, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 8(1), pages 1-24, June.
    10. 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.
    11. Paul J. Devereux, 2001. "The Cyclicality of Real Wages within Employer-Employee Matches," ILR Review, Cornell University, ILR School, vol. 54(4), pages 835-850, July.
    12. Arthur M. Okun, 1973. "Upward Mobility in a High-Pressure Economy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 4(1), pages 207-262.
    13. Michael W. Elsby & Donggyun Shin & Gary Solon, 2013. "Wage Adjustment in the Great Recession," NBER Working Papers 19478, National Bureau of Economic Research, Inc.
    14. Marta Fana & Songul Tolan & Sergio Torrejon Perez & Maria Cesira Urzi Brancati & Enrique Fernandez Macias, 2020. "The COVID confinement measures and EU labour markets," JRC Research Reports JRC120578, Joint Research Centre.
    15. Sebastian Heise & Fatih Karahan & Ayşegül Şahin, 2022. "The Missing Inflation Puzzle: The Role of the Wage‐Price Pass‐Through," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 54(S1), pages 7-51, February.
    16. Anger, Silke, 2011. "The Cyclicality of Effective Wages within Employer–Employee Matches in a Rigid Labor Market," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 18(6), pages 786-797.
    17. Bils, Mark J, 1985. "Real Wages over the Business Cycle: Evidence from Panel Data," Journal of Political Economy, University of Chicago Press, vol. 93(4), pages 666-689, August.
    18. Fei Peng & W. Stanley Siebert, 2008. "Real Wage Cyclicality in Italy," LABOUR, CEIS, vol. 22(4), pages 569-591, December.
    19. Jan Babecký & Philip Du Caju & Theodora Kosma & Martina Lawless & Julián Messina & Tairi Rõõm, 2010. "Downward Nominal and Real Wage Rigidity: Survey Evidence from European Firms," Scandinavian Journal of Economics, Wiley Blackwell, vol. 112(4), pages 884-910, December.
    20. Silvia Fabiani & Ana Lamo & Julián Messina & Tairi Rõõm, 2015. "European firm adjustment during times of economic crisis," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-28, December.
    21. James Hines & Hilary Hoynes & Alan Krueger, 2001. "Another Look at Whether a Rising Tide Lifts All Boats," Working Papers 833, Princeton University, Department of Economics, Industrial Relations Section..
    22. Stevens, Ann Huff, 1997. "Persistent Effects of Job Displacement: The Importance of Multiple Job Losses," Journal of Labor Economics, University of Chicago Press, vol. 15(1), pages 165-188, January.
    23. repec:bde:journl:v:02:y:2014:p:05 is not listed on IDEAS
    24. Barro, Robert J & Lee, Jong Wha, 1996. "International Measures of Schooling Years and Schooling Quality," American Economic Review, American Economic Association, vol. 86(2), pages 218-223, May.
    25. Anabela Carneiro & Paulo Guimarães & Pedro Portugal, 2012. "Real Wages and the Business Cycle: Accounting for Worker, Firm, and Job Title Heterogeneity," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(2), pages 133-152, April.
    26. Verdugo, Gregory, 2016. "Real wage cyclicality in the Eurozone before and during the Great Recession: Evidence from micro data," European Economic Review, Elsevier, vol. 82(C), pages 46-69.
    27. Michael W. L. Elsby & Donggyun Shin & Gary Solon, 2016. "Wage Adjustment in the Great Recession and Other Downturns: Evidence from the United States and Great Britain," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 249-291.
    28. Richard Blundell & Claire Crawford & Wenchao Jin, 2014. "What Can Wages and Employment Tell Us about the UK's Productivity Puzzle?," Economic Journal, Royal Economic Society, vol. 0(576), pages 377-407, May.
    29. repec:fth:prinin:454 is not listed on IDEAS
    30. Robert B. Barsky & Gary Solon, 1989. "Real Wages Over The Business Cycle," NBER Working Papers 2888, National Bureau of Economic Research, Inc.
    31. Sergio Puente & Sofía Galán, 2014. "Analysis of composition effects on wage behaviour," Economic Bulletin, Banco de España, issue FEB, pages 25-28, February.
    32. Bowlus, Audra J, 1995. "Matching Workers and Jobs: Cyclical Fluctuations in Match Quality," Journal of Labor Economics, University of Chicago Press, vol. 13(2), pages 335-350, April.
    33. James R. Hines & Hilary Hoynes & Alan B. Krueger, 2001. "Another Look at Whether a Rising Tide Lifts All Boats," Working Papers 833, Princeton University, Department of Economics, Industrial Relations Section..
    34. Jorge Roca, 2014. "Wage cyclicality: Evidence from Spain using social security data," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 5(2), pages 173-195, August.
    35. Finn E. Kydland & Edward C. Prescott, 1993. "Cyclical movements of the labor input and its implicit real wage," Economic Review, Federal Reserve Bank of Cleveland, vol. 29(Q II), pages 12-23.
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    Cited by:

    1. Ángel Luis Gómez, 2020. "The effects of changes in the composition of employment on euro area wage growth: panel data analysis," Occasional Papers 2028, Banco de España.
    2. Ángel Luis Gómez, 2020. "Efectos de los cambios en la composición del empleo sobre la evolución de los salarios en la zona del euro: un análisis con datos de panel," Occasional Papers 2028, Banco de España.

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    More about this item

    Keywords

    Compositional effects; Wage cyclicality; Wages;
    All these keywords.

    JEL classification:

    • J30 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - General
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles

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