IDEAS home Printed from https://ideas.repec.org/p/cen/wpaper/15-43.html
   My bibliography  Save this paper

Where Has All the Skewness Gone? The Decline in High-Growth (Young) Firms in the U.S

Author

Listed:
  • Ryan A. Decker
  • John Haltiwanger
  • Ron S. Jarmin
  • Javier Miranda

Abstract

The pace of business dynamism and entrepreneurship in the U.S. has declined over recent decades. We show that the character of that decline changed around 2000. Since 2000 the decline in dynamism and entrepreneurship has been accompanied by a decline in high-growth young firms. Prior research has shown that the sustained contribution of business startups to job creation stems from a relatively small fraction of high-growth young firms. The presence of these high-growth young firms contributes to a highly (positively) skewed firm growth rate distribution. In 1999, a firm at the 90th percentile of the employment growth rate distribution grew about 31 percent faster than the median firm. Moreover, the 90-50 differential was 16 percent larger than the 50-10 differential reflecting the positive skewness of the employment growth rate distribution. We show that the shape of the firm employment growth distribution changes substantially in the post-2000 period. By 2007, the 90-50 differential was only 4 percent larger than the 50-10, and it continued to exhibit a trend decline through 2011. The reflects a sharp drop in the 90th percentile of the growth rate distribution accounted for by the declining share of young firms and the declining propensity for young firms to be high-growth firms.

Suggested Citation

  • Ryan A. Decker & John Haltiwanger & Ron S. Jarmin & Javier Miranda, 2015. "Where Has All the Skewness Gone? The Decline in High-Growth (Young) Firms in the U.S," Working Papers 15-43, Center for Economic Studies, U.S. Census Bureau.
  • Handle: RePEc:cen:wpaper:15-43
    as

    Download full text from publisher

    File URL: https://www2.census.gov/ces/wp/2015/CES-WP-15-43.pdf
    File Function: First version, 2015
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Bee Yan Aw & Mark J. Roberts & Daniel Yi Xu, 2011. "R&D Investment, Exporting, and Productivity Dynamics," American Economic Review, American Economic Association, vol. 101(4), pages 1312-1344, June.
    2. Steven J. Davis & John Haltiwanger & Ron Jarmin & Javier Miranda, 2007. "Volatility and Dispersion in Business Growth Rates: Publicly Traded versus Privately Held Firms," NBER Chapters, in: NBER Macroeconomics Annual 2006, Volume 21, pages 107-180, National Bureau of Economic Research, Inc.
    3. Henry Hyatt & James Spletzer, 2013. "The recent decline in employment dynamics," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 2(1), pages 1-21, December.
    4. Ronald S. Jarmin & Shawn D. Klimek & Javier Miranda, 2009. "The Role of Retail Chains: National, Regional and Industry Results," NBER Chapters, in: Producer Dynamics: New Evidence from Micro Data, pages 237-262, National Bureau of Economic Research, Inc.
    5. Diego A. Comin & Thomas Philippon, 2006. "The Rise in Firm-Level Volatility: Causes and Consequences," NBER Chapters, in: NBER Macroeconomics Annual 2005, Volume 20, pages 167-228, National Bureau of Economic Research, Inc.
    6. Erik Hurst & Benjamin Wild Pugsley, 2011. "What Do Small Businesses Do?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(2 (Fall)), pages 73-142.
    7. Dunne, Timothy & Roberts, Mark J & Samuelson, Larry, 1989. "Plant Turnover and Gross Employment Flows in the U.S. Manufacturing Sector," Journal of Labor Economics, University of Chicago Press, vol. 7(1), pages 48-71, January.
    8. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    9. John G. Fernald, 2015. "Productivity and Potential Output before, during, and after the Great Recession," NBER Macroeconomics Annual, University of Chicago Press, vol. 29(1), pages 1-51.
    10. Criscuolo, Chiara & Gal, Peter N. & Menon, Carlo, 2014. "The dynamics of employment growth: new evidence from 18 countries," LSE Research Online Documents on Economics 60286, London School of Economics and Political Science, LSE Library.
    11. Mark Doms & Ron Jarmin & Shawn Klimek, 2004. "Information technology investment and firm performance in US retail trade," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 13(7), pages 595-613.
    12. Lucia Foster & John Haltiwanger & Chad Syverson, 2008. "Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?," American Economic Review, American Economic Association, vol. 98(1), pages 394-425, March.
    13. Richard Ericson & Ariel Pakes, 1995. "Markov-Perfect Industry Dynamics: A Framework for Empirical Work," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(1), pages 53-82.
    14. Edward P. Lazear & James R. Spletzer, 2012. "Hiring, Churn, and the Business Cycle," American Economic Review, American Economic Association, vol. 102(3), pages 575-579, May.
    15. 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.
    16. Daron Acemoglu & Ufuk Akcigit & Harun Alp & Nicholas Bloom & William Kerr, 2018. "Innovation, Reallocation, and Growth," American Economic Review, American Economic Association, vol. 108(11), pages 3450-3491, November.
    17. Ryan Decker & John Haltiwanger & Ron Jarmin & Javier Miranda, 2014. "The Role of Entrepreneurship in US Job Creation and Economic Dynamism," Journal of Economic Perspectives, American Economic Association, vol. 28(3), pages 3-24, Summer.
    18. Steven J. Davis & R. Jason Faberman & John Haltiwanger & Ron Jarmin & Javier Miranda, 2010. "Business Volatility, Job Destruction, and Unemployment," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 259-287, April.
    19. John Haltiwanger & Ron S. Jarmin & Javier Miranda, 2010. "Who Creates Jobs? Small vs. Large vs. Young," Working Papers 10-17, Center for Economic Studies, U.S. Census Bureau.
    20. Charles R. Hulten & Edwin R. Dean & Michael J. Harper, 2001. "New Developments in Productivity Analysis," NBER Books, National Bureau of Economic Research, Inc, number hult01-1.
    21. Erik G. Hurst & Benjamin W. Pugsley, 2016. "Wealth, Tastes, and Entrepreneurial Choice," NBER Chapters, in: Measuring Entrepreneurial Businesses: Current Knowledge and Challenges, pages 111-151, National Bureau of Economic Research, Inc.
    22. Teresa C Fort & John Haltiwanger & Ron S Jarmin & Javier Miranda, 2013. "How Firms Respond to Business Cycles: The Role of Firm Age and Firm Size," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 61(3), pages 520-559, August.
    23. Albert Bravo-Biosca & Chiara Criscuolo & Carlo Menon, 2016. "What drives the dynamics of business growth?," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 31(88), pages 703-742.
    24. Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-442, June.
    25. Gao, Xiaohui & Ritter, Jay R. & Zhu, Zhongyan, 2013. "Where Have All the IPOs Gone?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 48(6), pages 1663-1692, December.
    26. repec:zbw:bofrdp:2013_022 is not listed on IDEAS
    27. Randy A. Becker & John Haltiwanger & Ron S. Jarmin & Shawn D. Klimek & Daniel J. Wilson, 2006. "Micro and Macro Data Integration: The Case of Capital," NBER Chapters, in: A New Architecture for the US National Accounts, pages 541-610, National Bureau of Economic Research, Inc.
    28. Lucia Foster & John Haltiwanger & Shawn Klimek & CJ Krizan & Scott Ohlmacher, 2015. "The Evolution of National Retail Chains: How We Got Here," Working Papers 15-10, Center for Economic Studies, U.S. Census Bureau.
    29. Antoinette Schoar, 2010. "The Divide between Subsistence and Transformational Entrepreneurship," NBER Chapters, in: Innovation Policy and the Economy, Volume 10, pages 57-81, National Bureau of Economic Research, Inc.
    30. Davis, Steven J. & Faberman, R. Jason & Haltiwanger, John, 2012. "Labor market flows in the cross section and over time," Journal of Monetary Economics, Elsevier, vol. 59(1), pages 1-18.
    31. Nathan Goldschlag & Alex Tabarrok, 2018. "Is regulation to blame for the decline in American entrepreneurship?," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 33(93), pages 5-44.
    32. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    33. Ron S Jarmin & Javier Miranda, 2002. "The Longitudinal Business Database," Working Papers 02-17, Center for Economic Studies, U.S. Census Bureau.
    34. John Haltiwanger & Ron S. Jarmin & Javier Miranda, 2013. "Who Creates Jobs? Small versus Large versus Young," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 347-361, May.
    35. Lucia Foster & John Haltiwanger & C. J. Krizan, 2006. "Market Selection, Reallocation, and Restructuring in the U.S. Retail Trade Sector in the 1990s," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 748-758, November.
    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. John Haltiwanger & Ron S. Jarmin & Robert Kulick & Javier Miranda, 2016. "High Growth Young Firms: Contribution to Job, Output, and Productivity Growth," NBER Chapters, in: Measuring Entrepreneurial Businesses: Current Knowledge and Challenges, pages 11-62, National Bureau of Economic Research, Inc.
    2. 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.
    3. Gert Bijnens & Jozef Konings, 2020. "Declining business dynamism in Belgium," Small Business Economics, Springer, vol. 54(4), pages 1201-1239, April.
    4. Gert Bijnens & Joep Konings, 2018. "Declining Business Dynamism," Working Papers of Department of Economics, Leuven 614199, KU Leuven, Faculty of Economics and Business (FEB), Department of Economics, Leuven.
    5. Alon, Titan & Berger, David & Dent, Robert & Pugsley, Benjamin, 2018. "Older and slower: The startup deficit’s lasting effects on aggregate productivity growth," Journal of Monetary Economics, Elsevier, vol. 93(C), pages 68-85.
    6. Daan Freeman & Leon Bettendorf & Harro van Heuvelen & Gerdien Meijerink, 2021. "The contribution of business dynamics to productivity growth in the Netherlands," CPB Discussion Paper 427, CPB Netherlands Bureau for Economic Policy Analysis.
    7. Chiara Criscuolo & Peter N. Gal & Carlo Menon, 2014. "The Dynamics of Employment Growth: New Evidence from 18 Countries," CEP Discussion Papers dp1274, Centre for Economic Performance, LSE.
    8. Ryan A. Decker & John C. Haltiwanger & Ron S. Jarmin & Javier Miranda, 2018. "Changing Business Dynamism and Productivity: Shocks vs. Responsiveness," NBER Working Papers 24236, National Bureau of Economic Research, Inc.
    9. Daron Acemoglu & Ufuk Akcigit & Harun Alp & Nicholas Bloom & William Kerr, 2018. "Innovation, Reallocation, and Growth," American Economic Review, American Economic Association, vol. 108(11), pages 3450-3491, November.
    10. 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.
    11. Tania Babina & Wenting Ma & Christian Moser & Paige P. Ouimet & Rebecca Zarutskie, 2019. "Pay, Employment, and Dynamics of Young Firms," Opportunity and Inclusive Growth Institute Working Papers 21, Federal Reserve Bank of Minneapolis.
    12. John C. Haltiwanger & Ron S. Jarmin & Javier Miranda, 2010. "Who Creates Jobs? Small vs. Large vs. Young," NBER Working Papers 16300, National Bureau of Economic Research, Inc.
    13. Arnold, Jens & Scarpetta, Stefano & Nicoletti, Giuseppe, 2011. "Regulation, resource reallocation and productivity growth," EIB Papers 4/2011, European Investment Bank, Economics Department.
    14. Strauss, Hubert, 2011. "Productivity and growth in Europe: Editor's introduction," EIB Papers 1/2011, European Investment Bank, Economics Department.
    15. Ursel Baumann & Melina Vasardani, 2016. "The slowdown in US productivity growth - what explains it and will it persist?," Working Papers 215, Bank of Greece.
    16. Haltiwanger, John, 2011. "Firm dynamics and productivity growth," EIB Papers 5/2011, European Investment Bank, Economics Department.
    17. Altomonte, Carlo & Ottaviano, Gianmarco, 2011. "The role of international production sharing in EU productivity and competitiveness," EIB Papers 3/2011, European Investment Bank, Economics Department.
    18. Feld, Lars P. & Schmidt, Christoph M. & Schnabel, Isabel & Truger, Achim & Wieland, Volker, 2019. "Den Strukturwandel meistern. Jahresgutachten 2019/20 [Dealing with Structural Change. Annual Report 2019/20]," Annual Economic Reports / Jahresgutachten, German Council of Economic Experts / Sachverständigenrat zur Begutachtung der gesamtwirtschaftlichen Entwicklung, volume 127, number 201920.
    19. Miller, Jason W. & Phares, Jonathan & Burks, Stephen V., 2023. "Job Creation and Job Destruction Dynamics in the U.S. Truck Transportation Industry, 1995-2019," IZA Discussion Papers 16184, Institute of Labor Economics (IZA).
    20. Uppenberg, Kristian, 2011. "Economic growth in the US and the EU: a sectoral decomposition," EIB Papers 2/2011, European Investment Bank, Economics Department.

    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
    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship

    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:cen:wpaper:15-43. 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: Dawn Anderson (email available below). General contact details of provider: https://edirc.repec.org/data/cesgvus.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.