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Reconciling the divergence in aggregate U.S. wage series
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Reconciling the divergence in aggregate U.S. wage series

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  • Julien Champagne

    (Bank of Canada)

Abstract

This paper documents the gradual divergence in trend growth and business cycle volatility of two popular aggregate hourly wage series for the U.S. economy: average hourly compensation from the Labor Productivity and Cost (LPC) program and average hourly earnings from the Current Employment Statistics (CES). While the LPC wage increased by about 70% over the past four decades and became markedly more volatile starting in the 1980s, the CES wage grew by only about 20% over the same period and experienced a large drop in volatility post-1980. We establish that the divergence between the two aggregate hourly wage series is due to the different evolution of average labor earnings. Average hours worked, by contrast, evolve very similarly. We then use labor earnings data from the Current Population Survey (CPS), the National Income and Product Accounts (NIPAs), and Piketty and Saez (2003) in an attempt to reconcile the divergence between LPC and CES labor earnings. Our analysis indicates that differences in earnings concept and population coverage can account for a large part of the divergence. Our analysis also shows that earnings differences between the CPS and the LPC can be attributed almost entirely to earnings of high-income individuals and supplements such as employer contributions to pension and health plans, which are included in the LPC but not in the CPS. This result is interesting in its own right given the widespread use of micro earnings data from the CPS in cross-sectional studies.

Suggested Citation

  • Julien Champagne, 2014. "Reconciling the divergence in aggregate U.S. wage series," 2014 Meeting Papers 718, Society for Economic Dynamics.
  • Handle: RePEc:red:sed014:718
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    1. Fatih Guvenen & Fatih Karahan & Serdar Ozkan & Jae Song, 2015. "What Do Data on Millions of U.S. Workers Reveal about Life-Cycle Earnings Risk?," NBER Working Papers 20913, National Bureau of Economic Research, Inc.
    2. Jordi Galí & Thijs van Rens, 2021. "The Vanishing Procyclicality of Labour Productivity [Why have business cycle fluctuations become less volatile?]," The Economic Journal, Royal Economic Society, vol. 131(633), pages 302-326.
    3. Lawrence F. Katz & Kevin M. Murphy, 1992. "Changes in Relative Wages, 1963–1987: Supply and Demand Factors," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(1), pages 35-78.
    4. Hess T. Chung & Bruce Fallick & Christopher J. Nekarda & David Ratner, 2014. "Assessing the Change in Labor Market Conditions," FEDS Notes 2014-05-22, Board of Governors of the Federal Reserve System (U.S.).
    5. Hamid Mehran & Joseph Tracy, 2001. "The Impact of Employee Stock Options on the Evolution of Compensation in the 1990s," NBER Working Papers 8353, National Bureau of Economic Research, Inc.
    6. Harley Frazis & Jay Stewart, 2010. "Why Do BLS Hours Series Tell Different Stories About Trends in Hours Worked?," NBER Chapters, in: Labor in the New Economy, pages 343-372, National Bureau of Economic Research, Inc.
    7. Katharine G. Abraham & James R. Spletzer & Jay C. Stewart, 1998. "Divergent Trends in Alternative Wage Series," NBER Chapters, in: Labor Statistics Measurement Issues, pages 293-325, National Bureau of Economic Research, Inc.
    8. Lawrence J. Christiano & Martin Eichenbaum & Charles L. Evans, 2005. "Nominal Rigidities and the Dynamic Effects of a Shock to Monetary Policy," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 1-45, February.
    9. Brent Neiman, 2014. "The Global Decline of the Labor Share," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 61-103.
    10. Thomas Piketty & Emmanuel Saez, 2003. "Income Inequality in the United States, 1913–1998," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 1-41.
    11. Bound, John & Krueger, Alan B, 1991. "The Extent of Measurement Error in Longitudinal Earnings Data: Do Two Wrongs Make a Right?," Journal of Labor Economics, University of Chicago Press, vol. 9(1), pages 1-24, January.
    12. Luca Gambetti & Jordi Galí, 2009. "On the Sources of the Great Moderation," American Economic Journal: Macroeconomics, American Economic Association, vol. 1(1), pages 26-57, January.
    13. John Haltiwanger & Marilyn E. Manser & Robert Topel, 1998. "Labor Statistics Measurement Issues," NBER Books, National Bureau of Economic Research, Inc, number halt98-1.
    14. Nucci, Francesco & Riggi, Marianna, 2013. "Performance pay and changes in U.S. labor market dynamics," Journal of Economic Dynamics and Control, Elsevier, vol. 37(12), pages 2796-2813.
    15. Fatih Guvenen & Fatih Karahan & Serdar Ozkan & Jae Song, 2021. "What Do Data on Millions of U.S. Workers Reveal About Lifecycle Earnings Dynamics?," Econometrica, Econometric Society, vol. 89(5), pages 2303-2339, September.
    16. Shane T. Jensen & Stephen H. Shore, 2008. "Changes in the Distribution of Income Volatility," Papers 0808.1090, arXiv.org.
    17. Dynan Karen & Elmendorf Douglas & Sichel Daniel, 2012. "The Evolution of Household Income Volatility," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 12(2), pages 1-42, December.
    18. 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.
    19. Robert Shimer, 2005. "The Cyclical Behavior of Equilibrium Unemployment and Vacancies," American Economic Review, American Economic Association, vol. 95(1), pages 25-49, March.
    20. Gabriel Perez-Quiros & Margaret M. McConnell, 2000. "Output Fluctuations in the United States: What Has Changed since the Early 1980's?," American Economic Review, American Economic Association, vol. 90(5), pages 1464-1476, December.
    21. Kevin J. Stiroh, 2009. "Volatility Accounting: A Production Perspective on Increased Economic Stability," Journal of the European Economic Association, MIT Press, vol. 7(4), pages 671-696, June.
    22. Thomas Lemieux, 2006. "Increasing Residual Wage Inequality: Composition Effects, Noisy Data, or Rising Demand for Skill?," American Economic Review, American Economic Association, vol. 96(3), pages 461-498, June.
    23. Jensen & Shore, 2008. "Changes in the Distribution of Income Volatility," 2008 Meeting Papers 82, Society for Economic Dynamics.
    24. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
    25. Morten O. Ravn & Harald Uhlig, 2002. "On adjusting the Hodrick-Prescott filter for the frequency of observations," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 371-375.
    26. Katharine G. Abraham & James R. Spletzer & Michael Harper, 2010. "Labor in the New Economy," NBER Books, National Bureau of Economic Research, Inc, number abra08-1.
    27. Champagne, Julien & Kurmann, André, 2013. "The great increase in relative wage volatility in the United States," Journal of Monetary Economics, Elsevier, vol. 60(2), pages 166-183.
    28. Bound, John & Johnson, George, 1992. "Changes in the Structure of Wages in the 1980's: An Evaluation of Alternative Explanations," American Economic Review, American Economic Association, vol. 82(3), pages 371-392, June.
    29. Peter Kuhn & Fernando Lozano, 2008. "The Expanding Workweek? Understanding Trends in Long Work Hours among U.S. Men, 1979-2006," Journal of Labor Economics, University of Chicago Press, vol. 26(2), pages 311-343, April.
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    Cited by:

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    2. Henry R. Hyatt & Tucker S. McElroy, 2019. "Labor Reallocation, Employment, and Earnings: Vector Autoregression Evidence," LABOUR, CEIS, vol. 33(4), pages 463-487, December.
    3. 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).
    4. Henry R. Hyatt & Tucker S. McElroy, 2017. "Labor Reallocation, Employment, and Earnings: Vector Autoregression Evidence," Working Papers 17-11r, Center for Economic Studies, U.S. Census Bureau.
    5. Maya Eden & Paul Gaggl, 2018. "On the Welfare Implications of Automation," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 29, pages 15-43, July.
    6. Mitra, Aruni, 2024. "The productivity puzzle and the decline of unions," Journal of Economic Dynamics and Control, Elsevier, vol. 159(C).
    7. David M. Williams, 2021. "Pay and Productivity in Canada: Growing Together, Only Slower than Ever," International Productivity Monitor, Centre for the Study of Living Standards, vol. 40, pages 3-26, Spring.

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    More about this item

    JEL classification:

    • E01 - Macroeconomics and Monetary Economics - - General - - - Measurement and Data on National Income and Product Accounts and Wealth; Environmental Accounts
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • E30 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - General (includes Measurement and Data)
    • J30 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - General

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