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Dispersion in Dispersion: Measuring Establishment‐Level Differences in Productivity

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  • Cindy Cunningham
  • Lucia Foster
  • Cheryl Grim
  • John Haltiwanger
  • Sabrina Wulff Pabilonia
  • Jay Stewart
  • Zoltan Wolf

Abstract

We describe new experimental productivity dispersion statistics, Dispersion Statistics on Productivity (DiSP), jointly produced by the Bureau of Labor Statistics (BLS) and the Census Bureau, that complement the official BLS industry‐level productivity statistics. The BLS has a long history of producing industry‐level productivity statistics, which represent the average establishment‐level productivity within industries when appropriately weighted. These statistics cannot, however, tell us about the variation in productivity levels across establishments within those industries. Dispersion in productivity across businesses can provide information about the nature of competition and frictions within sectors and the sources of rising wage inequality across businesses. DiSP data show enormous differences in productivity across establishments within industries in the manufacturing sector. We find substantial variation in dispersion across industries, increasing dispersion from 1997 to 2016, and countercyclical total factor productivity dispersion. We hope DiSP will enable further research into understanding productivity differences across industries and establishments and over time.

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  • Cindy Cunningham & Lucia Foster & Cheryl Grim & John Haltiwanger & Sabrina Wulff Pabilonia & Jay Stewart & Zoltan Wolf, 2023. "Dispersion in Dispersion: Measuring Establishment‐Level Differences in Productivity," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 69(4), pages 999-1032, December.
  • Handle: RePEc:bla:revinw:v:69:y:2023:i:4:p:999-1032
    DOI: 10.1111/roiw.12616
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    1. Jae Song & David J Price & Fatih Guvenen & Nicholas Bloom & Till von Wachter, 2019. "Firming Up Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 1-50.
    2. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    3. Mark Bils, 2017. "Misallocation or Mismeasurement?," 2017 Meeting Papers 715, Society for Economic Dynamics.
    4. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    5. Chad Syverson, 2004. "Market Structure and Productivity: A Concrete Example," Journal of Political Economy, University of Chicago Press, vol. 112(6), pages 1181-1222, December.
    6. T. Kirk White & Jerome P. Reiter & Amil Petrin, 2012. "Plant-level Productivity and Imputation of Missing Data in U.S. Census Manufacturing Data," NBER Working Papers 17816, National Bureau of Economic Research, Inc.
    7. Erling Barth & Alex Bryson & James C. Davis & Richard Freeman, 2016. "It's Where You Work: Increases in the Dispersion of Earnings across Establishments and Individuals in the United States," Journal of Labor Economics, University of Chicago Press, vol. 34(S2), pages 67-97.
    8. Chang-Tai Hsieh & Peter J. Klenow, 2014. "The Life Cycle of Plants in India and Mexico," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1035-1084.
    9. G. Jacob Blackwood & Lucia S. Foster & Cheryl A. Grim & John Haltiwanger & Zoltan Wolf, 2021. "Macro and Micro Dynamics of Productivity: From Devilish Details to Insights," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(3), pages 142-172, July.
    10. Lucia Foster & John C. Haltiwanger & C. J. Krizan, 2001. "Aggregate Productivity Growth: Lessons from Microeconomic Evidence," NBER Chapters, in: New Developments in Productivity Analysis, pages 303-372, National Bureau of Economic Research, Inc.
    11. Steve J. Davis & John Haltiwanger, 1991. "Wage Dispersion Between and Within U.S. Manufacturing Plants, 1963-1986," NBER Working Papers 3722, National Bureau of Economic Research, Inc.
    12. Lucia Foster & Cheryl Grim & John C. Haltiwanger & Zoltan Wolf, 2019. "Innovation, Productivity Dispersion, and Productivity Growth," NBER Chapters, in: Measuring and Accounting for Innovation in the Twenty-First Century, pages 103-136, National Bureau of Economic Research, Inc.
    13. Lucia Foster & Cheryl Grim & John Haltiwanger, 2016. "Reallocation in the Great Recession: Cleansing or Not?," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 293-331.
    14. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    15. Timothy Dunne & Lucia Foster & John Haltiwanger & Kenneth R. Troske, 2004. "Wage and Productivity Dispersion in United States Manufacturing: The Role of Computer Investment," Journal of Labor Economics, University of Chicago Press, vol. 22(2), pages 397-430, April.
    16. Burdett, Kenneth & Mortensen, Dale T, 1998. "Wage Differentials, Employer Size, and Unemployment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(2), pages 257-273, May.
    17. Ryan A. Decker & John Haltiwanger & Ron S. Jarmin & Javier Miranda, 2018. "Changing Business Dynamism and Productivity : Shocks vs. Responsiveness," Finance and Economics Discussion Series 2018-007, Board of Governors of the Federal Reserve System (U.S.).
    18. Amil Petrin & Jerome Reiter & Kirk White, 2011. "The Impact of Plant-level Resource Reallocations and Technical Progress on U.S. Macroeconomic Growth," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(1), pages 3-26, January.
    19. Lucia S. Foster & Cheryl A. Grim & John Haltiwanger & Zoltan Wolf, 2017. "Macro and Micro Dynamics of Productivity: From Devilish Details to Insights," NBER Working Papers 23666, National Bureau of Economic Research, Inc.
    20. Lucia Foster & Cheryl Grim & John Haltiwanger & Zoltan Wolf, 2016. "Firm-Level Dispersion in Productivity: Is the Devil in the Details?," American Economic Review, American Economic Association, vol. 106(5), pages 95-98, May.
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    Cited by:

    1. Nicholas Bloom & Scott W. Ohlmacher & Cristina J. Tello-Trillo & Melanie Wallskog, 2021. "Pay, Productivity and Management," NBER Working Papers 29377, National Bureau of Economic Research, Inc.
    2. Lucia Foster & Cheryl Grim & John C. Haltiwanger & Zoltan Wolf, 2019. "Innovation, Productivity Dispersion, and Productivity Growth," NBER Chapters, in: Measuring and Accounting for Innovation in the Twenty-First Century, pages 103-136, National Bureau of Economic Research, Inc.
    3. Gonzales-Rocha, Erick & Mendez-Guerra, Carlos, 2018. "Increasing productivity dispersion: Evidence from light manufacturing in Brazil," MPRA Paper 88478, University Library of Munich, Germany.
    4. Diane Coyle & Jen‐Chung Mei, 2023. "Diagnosing the UK productivity slowdown: which sectors matter and why?," Economica, London School of Economics and Political Science, vol. 90(359), pages 813-850, July.
    5. Lafond, François & Farmer, J. Doyne & Koutroumpis, Pantelis & Winkler, Julian & Heinrich, Torsten & Yang, Jangho, 2019. "Measuring productivity dispersion: a parametric approach using the Lévy alpha-stable distribution," INET Oxford Working Papers 2019-14, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
    6. Benjamin Schoefer & Oren Ziv, 2021. "Productivity, Place, and Plants," NBER Working Papers 28772, National Bureau of Economic Research, Inc.
    7. Evguenia Bessonova & Anna Tsvetkova, 2019. "Productivity convergence trends within Russian industries: firm-level evidence," Bank of Russia Working Paper Series wps51, Bank of Russia.
    8. Bessonova, E. & Tsvetkova, A., 2020. "Productivity growth and inefficient firms' exit from the market," Journal of the New Economic Association, New Economic Association, vol. 48(4), pages 185-196.

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    More about this item

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • 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

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