IDEAS home Printed from https://ideas.repec.org/p/ptu/wpaper/w202408.html
   My bibliography  Save this paper

On the Asymmetrical Sensitivity of the Distribution of Real Wages to Business Cycle Fluctuations

Author

Listed:
  • Pedro Portugal
  • Rodrigo Barrela
  • Eduardo Costa

Abstract

We provide evidence showing, for the first time, that the sensitivity of real wages to the business cycle is much stronger for higher-wage workers than for lower-wage workers. Using matched employer-employee data for Portugal covering the period 1986-2021, we show that a one percentage point increase in the unemployment rate is associated with a decrease in real hourly wages of workers in the 90th percentile of the conditional wage distribution of around 1.3%, contrasted with 0.8% for those in the 10th percentile. This gap is even larger for newly hired workers – the estimates for the 90th percentile workers are double of those in the bottom decile. This pattern also holds for bargained wages and the wage cushion. These results can be explained by composition effects and heterogeneous sensitivities of firms and collective bargaining agreements (CBAs) to the cycle. First, the considerable gap in new hires’ cyclicality arises mostly from match quality fluctuations over the business cycle and is sharply attenuated after we account for job match composition. Second, by estimating cyclicality coefficients for each firm/CBA, we find that firms and CBAs tend to provide a lower degree of insurance against aggregate cyclical fluctuations to higher paid individuals. These findings provide strong empirical evidence on the role of business cycles as amplifiers of inequality trends.

Suggested Citation

  • Pedro Portugal & Rodrigo Barrela & Eduardo Costa, 2024. "On the Asymmetrical Sensitivity of the Distribution of Real Wages to Business Cycle Fluctuations," Working Papers w202408, Banco de Portugal, Economics and Research Department.
  • Handle: RePEc:ptu:wpaper:w202408
    as

    Download full text from publisher

    File URL: https://www.bportugal.pt/sites/default/files/documents/2024-05/WP202408.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Michael P. Keane & Eswar S. Prasad, 1991. "The relation between skill levels and the cyclical variability of employment, hours and wages," Discussion Paper / Institute for Empirical Macroeconomics 41, Federal Reserve Bank of Minneapolis.
    2. Federico Ravenna & Carl E. Walsh, 2012. "Screening and Labor Market Flows in a Model with Heterogeneous Workers," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44(s2), pages 31-71, December.
    3. Bauer, Anja & Lochner, Benjamin, 2020. "History dependence in wages and cyclical selection: Evidence from Germany," Labour Economics, Elsevier, vol. 67(C).
    4. Ronald G. Bodkin, 1969. "Real Wages and Cyclical Variations in Employment: A Re-Examination of the Evidence," Canadian Journal of Economics, Canadian Economics Association, vol. 2(3), pages 353-374, August.
    5. Jonah B. Gelbach, 2016. "When Do Covariates Matter? And Which Ones, and How Much?," Journal of Labor Economics, University of Chicago Press, vol. 34(2), pages 509-543.
    6. 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.
    7. Paulo Guimarães & Pedro Portugal, 2010. "A simple feasible procedure to fit models with high-dimensional fixed effects," Stata Journal, StataCorp LP, vol. 10(4), pages 628-649, December.
    8. Pedro S. Martins, 2021. "30,000 Minimum Wages: The Economic Effects of Collective Bargaining Extensions," British Journal of Industrial Relations, London School of Economics, vol. 59(2), pages 335-369, June.
    9. David Card & Ana Rute Cardoso & Patrick Kline, 2016. "Bargaining, Sorting, and the Gender Wage Gap: Quantifying the Impact of Firms on the Relative Pay of Women," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 633-686.
    10. Fabien Postel-Vinay & Jean-Marc Robin, 2002. "Equilibrium Wage Dispersion with Worker and Employer Heterogeneity," Econometrica, Econometric Society, vol. 70(6), pages 2295-2350, November.
    11. Merkl, Christian & Stüber, Heiko, 2016. "Wage cyclicalities and labor market dynamics at the establishment level: Theory and evidence," FAU Discussion Papers in Economics 12/2016, Friedrich-Alexander University Erlangen-Nuremberg, Institute for Economics.
    12. Pedro S. Martins, 2007. "Heterogeneity In Real Wage Cyclicality," Scottish Journal of Political Economy, Scottish Economic Society, vol. 54(5), pages 684-698, November.
    13. 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.
    14. Pedro S. Martins & Gary Solon & Jonathan P. Thomas, 2012. "Measuring What Employers Do about Entry Wages over the Business Cycle: A New Approach," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(4), pages 36-55, October.
    15. Heiko Stüber, 2017. "The Real Wage Cyclicality of Newly Hired and Incumbent Workers in Germany," Economic Journal, Royal Economic Society, vol. 127(600), pages 522-546, March.
    16. 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.
    17. Mortensen, Dale & Pissarides, Christopher, 2011. "Job Creation and Job Destruction in the Theory of Unemployment," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 1, pages 1-19.
    18. repec:hal:spmain:info:hdl:2441/c8dmi8nm4pdjkuc9g8grh35j2 is not listed on IDEAS
    19. Ana Rute Cardoso & Pedro Portugal, 2005. "Contractual Wages and the Wage Cushion under Different Bargaining Settings," Journal of Labor Economics, University of Chicago Press, vol. 23(4), pages 875-902, October.
    20. repec:hal:spmain:info:hdl:2441/dc0ckec3fcb29ms985085gkbp is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    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. Barrela, Rodrigo & Costa, Eduardo & Portugal, Pedro, 2024. "On the Asymmetrical Sensitivity of the Distribution of Real Wages to Business Cycle Fluctuations," IZA Discussion Papers 16911, Institute of Labor Economics (IZA).
    2. Bjorn Dapi, 2020. "Wage Cyclicality and Composition Bias in the Norwegian Economy," Scandinavian Journal of Economics, Wiley Blackwell, vol. 122(4), pages 1403-1430, October.
    3. Pereira, João & Ramos, Raul & Martins, Pedro S., 2024. "Wage Cyclicality and Labour Market Institutions," IZA Discussion Papers 16787, Institute of Labor Economics (IZA).
    4. Choi, Sekyu & Figueroa, Nincen & Villena-Roldán, Benjamin, 2020. "Wage Cyclicality Revisited: The Role of Hiring Standards," MPRA Paper 120307, University Library of Munich, Germany, revised 21 Apr 2022.
    5. Merkl, Christian & Stüber, Heiko, 2016. "Wage cyclicalities and labor market dynamics at the establishment level: Theory and evidence," FAU Discussion Papers in Economics 12/2016, Friedrich-Alexander University Erlangen-Nuremberg, Institute for Economics.
    6. Lydon, Reamonn & Lozej, Matija, 2018. "Flexibility of new hires’ earnings in Ireland," Labour Economics, Elsevier, vol. 53(C), pages 112-127.
    7. Bauer, Anja & Lochner, Benjamin, 2020. "History dependence in wages and cyclical selection: Evidence from Germany," Labour Economics, Elsevier, vol. 67(C).
    8. Merkl, Christian & Stüber, Heiko, 2024. "Wage and employment cyclicalities at the establishment level," European Economic Review, Elsevier, vol. 161(C).
    9. Pedro S. Martins & Gary Solon & Jonathan P. Thomas, 2012. "Measuring What Employers Do about Entry Wages over the Business Cycle: A New Approach," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(4), pages 36-55, October.
    10. Effrosyni Adamopoulou & Ernesto Villanueva, 2020. "Wage Determination and the Bite of Collective Contracts in Italy and Spain: Evidence From the Metalworking Industry," CRC TR 224 Discussion Paper Series crctr224_2020_176, University of Bonn and University of Mannheim, Germany.
    11. Anabela Carneiro & Paulo Guimaraes & Pedro Portugal, 2009. "Real Wages and the Business Cycle: Accounting for Worker and Firm Heterogeneity," CEF.UP Working Papers 0903, Universidade do Porto, Faculdade de Economia do Porto.
    12. Andrew Snell & Heiko Stuber & Jonathan Thomas, 2018. "Downward Real Wage Rigidity and Equal Treatment Wage Contracts: Theory and Evidence," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 30, pages 265-284, October.
    13. Martins, Pedro S. & Solon, Gary & Thomas, Jonathan P., 2010. "Measuring What Employers Really Do about Entry Wages over the Business Cycle," IZA Discussion Papers 4757, Institute of Labor Economics (IZA).
    14. Otrok Christopher & Pourpourides Panayiotis M., 2019. "On the cyclicality of real wages and wage differentials," The B.E. Journal of Macroeconomics, De Gruyter, vol. 19(1), pages 1-18, January.
    15. 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.
    16. Faryna, Oleksandr & Pham, Tho & Talavera, Oleksandr & Tsapin, Andriy, 2022. "Wage and unemployment: Evidence from online job vacancy data," Journal of Comparative Economics, Elsevier, vol. 50(1), pages 52-70.
    17. Schaefer, Daniel & Singleton, Carl, 2019. "Cyclical labor costs within jobs," European Economic Review, Elsevier, vol. 120(C).
    18. Michael W. L. Elsby & Ryan Michaels & David Ratner, 2015. "The Beveridge Curve: A Survey," Journal of Economic Literature, American Economic Association, vol. 53(3), pages 571-630, September.
    19. Michael W. Elsby & Donggyun Shin & Gary Solon, 2013. "Wage Adjustment in the Great Recession," NBER Working Papers 19478, National Bureau of Economic Research, Inc.
    20. Snell, Andy & Stüber, Heiko & Thomas, Jonathan P., 2024. "Job security, asymmetric information, and wage rigidity," European Economic Review, Elsevier, vol. 161(C).

    More about this item

    JEL classification:

    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:ptu:wpaper:w202408. 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: DEE-NTD (email available below). General contact details of provider: https://edirc.repec.org/data/bdpgvpt.html .

    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.