IDEAS home Printed from https://ideas.repec.org/p/fip/fedfwp/2011-23.html
   My bibliography  Save this paper

Aggregate real wages: macro fluctuations and micro drivers

Author

Listed:
  • Mary C. Daly
  • Bart Hobijn
  • Theodore S. Wiles

Abstract

Using data from the Current Population Survey from 1980 through 2010 we examine what drives variation and cyclicality in the growth rate of real wages over time. We employ a novel decomposition technique that allows us to divide the time series for median weekly earnings growth into the part associated with the wage growth of persons employed at the beginning and end of the period (the wage growth effect) and the part associated with changes in the composition of earners (the composition effect). The relative importance of these two effects varies widely over the business cycle. When the labor market is tight job switchers get high wage increases, making them account for half of the variation in median weekly earnings growth over our sample. Their wage growth, as well as that of job-stayers, is procyclical. During labor market downturns, this procyclicality is largely offset by the change in the composition of the workforce, leading aggregate real wages to be almost noncyclical. Most of this composition effect works through the part-time employment margin. Remarkably, the unemployment margin neither accounts for much of the variation nor for much of the cyclicality of median weekly earnings growth.

Suggested Citation

  • Mary C. Daly & Bart Hobijn & Theodore S. Wiles, 2011. "Aggregate real wages: macro fluctuations and micro drivers," Working Paper Series 2011-23, Federal Reserve Bank of San Francisco.
  • Handle: RePEc:fip:fedfwp:2011-23
    as

    Download full text from publisher

    File URL: https://www.frbsf.org/publications/economics/papers/2011/wp11-23bk.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Hansen, Gary D., 1985. "Indivisible labor and the business cycle," Journal of Monetary Economics, Elsevier, vol. 16(3), pages 309-327, November.
    2. William T. Dickens & Lorenz Goette & Erica L. Groshen & Steinar Holden & Julian Messina & Mark E. Schweitzer & Jarkko Turunen & Melanie E. Ward, 2007. "How Wages Change: Micro Evidence from the International Wage Flexibility Project," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 195-214, Spring.
    3. Robert E. Hall, 2006. "Job Loss, Job Finding and Unemployment in the US Economy over the Past Fifty Years," NBER Chapters, in: NBER Macroeconomics Annual 2005, Volume 20, pages 101-166, National Bureau of Economic Research, Inc.
    4. Ramey, Garey & Shigeru Fujita, 2006. "The Cyclicality of Job Loss and Hiring," University of California at San Diego, Economics Working Paper Series qt4nz8p839, Department of Economics, UC San Diego.
    5. Chinhui Juhn & Simon Potter, 2006. "Changes in Labor Force Participation in the United States," Journal of Economic Perspectives, American Economic Association, vol. 20(3), pages 27-46, Summer.
    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. Henry S. Farber, 1997. "The Changing Face of Job Loss in the United States, 1981-1995," Working Papers 761, Princeton University, Department of Economics, Industrial Relations Section..
    8. Giuseppe Moscarini & Kaj Thomsson, 2007. "Occupational and Job Mobility in the US," Scandinavian Journal of Economics, Wiley Blackwell, vol. 109(4), pages 807-836, December.
    9. Lebow David E & Saks Raven E & Wilson Beth Anne, 2003. "Downward Nominal Wage Rigidity: Evidence from the Employment Cost Index," The B.E. Journal of Macroeconomics, De Gruyter, vol. 3(1), pages 1-30, October.
    10. Bartelsman, Eric & Haltiwanger, John C. & Scarpetta, Stefano, 2004. "Microeconomic Evidence of Creative Destruction in Industrial and Developing Countries," IZA Discussion Papers 1374, Institute of Labor Economics (IZA).
    11. Joseph G. Altonji & Paul J. Devereux, 1999. "The Extent and Consequences of Downward Nominal Wage Rigidity," NBER Working Papers 7236, National Bureau of Economic Research, Inc.
    12. Kydland, Finn E & Prescott, Edward C, 1982. "Time to Build and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 50(6), pages 1345-1370, November.
    13. Audra Bowlus & Haoming Liu & Chris Robinson, 2002. "Business Cycle Models, Aggregation, and Real Wage Cyclicality," Journal of Labor Economics, University of Chicago Press, vol. 20(2), pages 308-335, Part.
    14. Lucas, Robert E B, 1977. "Hedonic Wage Equations and Psychic Wages in the Returns to Schooling," American Economic Review, American Economic Association, vol. 67(4), pages 549-558, September.
    15. Christiano, Lawrence J & Eichenbaum, Martin, 1992. "Current Real-Business-Cycle Theories and Aggregate Labor-Market Fluctuations," American Economic Review, American Economic Association, vol. 82(3), pages 430-450, June.
    16. Andreas I. Mueller, 2017. "Separations, Sorting, and Cyclical Unemployment," American Economic Review, American Economic Association, vol. 107(7), pages 2081-2107, July.
    17. Robert Shimer, 2005. "The Cyclical Behavior of Equilibrium Unemployment and Vacancies," American Economic Review, American Economic Association, vol. 95(1), pages 25-49, March.
    18. Mark Gertler & Antonella Trigari, 2009. "Unemployment Fluctuations with Staggered Nash Wage Bargaining," Journal of Political Economy, University of Chicago Press, vol. 117(1), pages 38-86, February.
    19. Christopher A. Pissarides, 2009. "The Unemployment Volatility Puzzle: Is Wage Stickiness the Answer?," Econometrica, Econometric Society, vol. 77(5), pages 1339-1369, September.
    20. repec:fth:prinin:454 is not listed on IDEAS
    21. Mankiw, N Gregory, 1989. "Real Business Cycles: A New Keynesian Perspective," Journal of Economic Perspectives, American Economic Association, vol. 3(3), pages 79-90, Summer.
    22. Robert Shimer, 2012. "Reassessing the Ins and Outs of Unemployment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(2), pages 127-148, April.
    23. Michael W. L. Elsby & Bart Hobijn & Aysegul Sahin, 2010. "The Labor Market in the Great Recession," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 41(1 (Spring), pages 1-69.
    24. Eric T. Swanson, 2007. "Real Wage Cyclicality In The Panel Study Of Income Dynamics," Scottish Journal of Political Economy, Scottish Economic Society, vol. 54(5), pages 617-647, November.
    25. 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.
    26. Alessandro Barattieri & Susanto Basu & Peter Gottschalk, 2014. "Some Evidence on the Importance of Sticky Wages," American Economic Journal: Macroeconomics, American Economic Association, vol. 6(1), pages 70-101, January.
    27. Bruce Fallick & Charles A. Fleischman, 2004. "Employer-to-employer flows in the U.S. labor market: the complete picture of gross worker flows," Finance and Economics Discussion Series 2004-34, Board of Governors of the Federal Reserve System (U.S.).
    28. George A. Akerlof & Andrew K. Rose & Janet L. Yellen, 1988. "Job Switching and Job Satisfaction in the U.S. Labor Market," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(2), pages 495-594.
    29. 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..
    30. Henry S. Farber, 2005. "What do we know about Job Loss in the United States? Evidence from the Displaced Workers Survey, 1984-2004," Working Papers 877, Princeton University, Department of Economics, Industrial Relations Section..
    31. Robert J. Barro & Robert G. King, 1984. "Time-Separable Preferences and Intertemporal-Substitution Models of Business Cycles," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 99(4), pages 817-839.
    32. Unknown, 2005. "Forward," 2005 Conference: Slovenia in the EU - Challenges for Agriculture, Food Science and Rural Affairs, November 10-11, 2005, Moravske Toplice, Slovenia 183804, Slovenian Association of Agricultural Economists (DAES).
    33. repec:bla:scandj:v:109:y:2008:i:4:p:807-836 is not listed on IDEAS
    34. Henry S. Farber, 2005. "What do we know about Job Loss in the United States? Evidence from the Displaced Workers Survey, 1984-2004," Working Papers 877, Princeton University, Department of Economics, Industrial Relations Section..
    35. Brigitte C. Madrian & Lars John Lefgren, 1999. "A Note on Longitudinally Matching Current Population Survey (CPS) Respondents," NBER Technical Working Papers 0247, National Bureau of Economic Research, Inc.
    36. Pedro S. Martins & Gary Solon & Jonathan Thomas, 2010. "Measuring What Employers Really Do about Entry Wages over the Business Cycle," NBER Working Papers 15767, National Bureau of Economic Research, Inc.
    37. Henry S. Farber, 1997. "The Changing Face of Job Loss in the United States, 1981-1995," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 28(1997 Micr), pages 55-142.
    38. George L. Perry, 1972. "Real Spendable Weekly Earnings," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 3(3), pages 779-787.
    39. 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.
    40. 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..
    41. Henry S. Farber, 1997. "The Changing Face of Job Loss in the United States, 1981-1995," Working Papers 761, Princeton University, Department of Economics, Industrial Relations Section..
    42. Rotemberg, Julio J & Woodford, Michael, 1992. "Oligopolistic Pricing and the Effects of Aggregate Demand on Economic Activity," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1153-1207, December.
    43. Bartelsman, Eric J & Caballero, Ricardo J & Lyons, Richard K, 1994. "Customer- and Supplier-Driven Externalities," American Economic Review, American Economic Association, vol. 84(4), pages 1075-1084, September.
    44. Marcus Hagedorn & Iourii Manovskii, 2013. "Job Selection and Wages over the Business Cycle," American Economic Review, American Economic Association, vol. 103(2), pages 771-803, April.
    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. Richard Audoly & Martín Almuzara & Davide Melcangi, 2023. "A Measure of Core Wage Inflation," Staff Reports 1067, Federal Reserve Bank of New York.
    2. Mary C. Daly & Bart Hobijn, 2016. "The intensive and extensive margins of real wage adjustment," Working Paper Series 2016-4, Federal Reserve Bank of San Francisco.
    3. Jan Bruha & Jiri Polansky, 2015. "Empirical Analysis of Labor Markets over Business Cycles: An International Comparison," Working Papers 2015/15, Czech National Bank.

    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. Mary C. Daly & Bart Hobijn, 2016. "The intensive and extensive margins of real wage adjustment," Working Paper Series 2016-4, Federal Reserve Bank of San Francisco.
    2. Andreas I. Mueller, 2017. "Separations, Sorting, and Cyclical Unemployment," American Economic Review, American Economic Association, vol. 107(7), pages 2081-2107, July.
    3. Basu, S. & House, C.L., 2016. "Allocative and Remitted Wages," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 297-354, Elsevier.
    4. Domenico Ferraro, 2018. "The Asymmetric Cyclical Behavior of the U.S. Labor Market," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 30, pages 145-162, October.
    5. Chassamboulli, Andri, 2013. "Labor-market volatility in a matching model with worker heterogeneity and endogenous separations," Labour Economics, Elsevier, vol. 24(C), pages 217-229.
    6. Emmanuel Saez & Pascal Michaillat, 2013. "A Theory of Aggregate Supply and Aggregate Demand as Functions of Market Tightness with Prices as Parameters," 2013 Meeting Papers 1216, Society for Economic Dynamics.
    7. Snell, Andy & Stüber, Heiko & Thomas, Jonathan P., 2024. "Job security, asymmetric information, and wage rigidity," European Economic Review, Elsevier, vol. 161(C).
    8. Domenico Ferraro, 2018. "The Asymmetric Cyclical Behavior of the U.S. Labor Market," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 30, pages 145-162, October.
    9. Matthias S. Hertweck & Vivien Lewis & Stefania Villa, 2021. "Going the Extra Mile: Effort by Workers and Job‐Seekers," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 53(8), pages 2099-2127, December.
    10. Yongsung Chang & Sun-Bin Kim & Mark Bils, 2007. "Comparative Advantage in Cyclical Unemployment," 2007 Meeting Papers 508, Society for Economic Dynamics.
    11. Daniel Schäfer & Carl Singleton, 2020. "Nominal Wage Adjustments and the Composition of Pay: New Evidence from Payroll Data," Economics working papers 2020-11, Department of Economics, Johannes Kepler University Linz, Austria.
    12. Lydon, Reamonn & Lozej, Matija, 2018. "Flexibility of new hires’ earnings in Ireland," Labour Economics, Elsevier, vol. 53(C), pages 112-127.
    13. Bauer, Anja & Lochner, Benjamin, 2020. "History dependence in wages and cyclical selection: Evidence from Germany," Labour Economics, Elsevier, vol. 67(C).
    14. Fujita, Shigeru, 2018. "Declining labor turnover and turbulence," Journal of Monetary Economics, Elsevier, vol. 99(C), pages 1-19.
    15. Rogerson, Richard & Shimer, Robert, 2011. "Search in Macroeconomic Models of the Labor Market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 7, pages Pages: 61, Elsevier.
    16. Tsasa, Jean-Paul K., 2022. "Labor market volatility in a fully specified RBC search model: An analytical investigation," Journal of Mathematical Economics, Elsevier, vol. 103(C).
    17. Hertweck Matthias Sebastian, 2013. "Strategic wage bargaining, labor market volatility, and persistence," The B.E. Journal of Macroeconomics, De Gruyter, vol. 13(1), pages 123-149, October.
    18. 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.
    19. Camilo Morales-Jimenez, 2017. "The Cyclical Behavior of Unemployment and Wages under Information Frictions," 2017 Meeting Papers 366, Society for Economic Dynamics.
    20. Hahn, Joyce K. & Hyatt, Henry R. & Janicki, Hubert P., 2021. "Job ladders and growth in earnings, hours, and wages," European Economic Review, Elsevier, vol. 133(C).

    More about this item

    Keywords

    Wages; Labor market;

    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
    • J3 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs
    • J6 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers

    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:fip:fedfwp:2011-23. 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: Federal Reserve Bank of San Francisco Research Library (email available below). General contact details of provider: https://edirc.repec.org/data/frbsfus.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.