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Measuring the persistence of high firm growth: choices and consequences

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  • Eva Christine Erhardt

    (University of Mainz)

Abstract

Does high growth persist? This study shows how the answer to this question depends on the measurement of growth. It systematically compares the consequences of different choices (absolute, relative, and composite growth formulas) on three notions of persistence: repetition of high growth, future growth of surviving high-growth firms, and overall future growth of both survivors and exits. The empirical analysis is based on administrative data from Amadeus on Bulgarian firms for 3-year periods of growth between 2001 and 2010. The focus is on total growth in employees. Our findings demonstrate how results largely vary between growth measures. Moreover, we detect empirical regularity related to growth measures in previous evidence. Most importantly, if persistence is understood as overall future growth including both the contributions by surviving and exiting firms, then high growth does not persist.

Suggested Citation

  • Eva Christine Erhardt, 2021. "Measuring the persistence of high firm growth: choices and consequences," Small Business Economics, Springer, vol. 56(1), pages 451-478, January.
  • Handle: RePEc:kap:sbusec:v:56:y:2021:i:1:d:10.1007_s11187-019-00229-7
    DOI: 10.1007/s11187-019-00229-7
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    as
    1. Evans, David S, 1987. "The Relationship between Firm Growth, Size, and Age: Estimates for 100 Manufacturing Industries," Journal of Industrial Economics, Wiley Blackwell, vol. 35(4), pages 567-581, June.
    2. Sven-Olov Daunfeldt & Dan Johansson & Daniel Halvarsson, 2015. "Using the eurostat-OECD definition of high-growth firms: a cautionary note," Journal of Entrepreneurship and Public Policy, Emerald Group Publishing Limited, vol. 4(1), pages 50-56, April.
    3. Paul Schreyer, 2000. "High-Growth Firms and Employment," OECD Science, Technology and Industry Working Papers 2000/3, OECD Publishing.
    4. Jun Du & Yama Temouri, 2015. "High-growth firms and productivity: evidence from the United Kingdom," Small Business Economics, Springer, vol. 44(1), pages 123-143, January.
    5. Per Davidsson & Frédéric Delmar & Johan Wiklund, 2006. "Entrepreneurship and the Growth of Firms," Books, Edward Elgar Publishing, number 3971.
    6. Martina Lawless, 2014. "Age or size? Contributions to job creation," Small Business Economics, Springer, vol. 42(4), pages 815-830, April.
    7. Ivan T. Kandilov, 2009. "Do Exporters Pay Higher Wages? Plant-level Evidence from an Export Refund Policy in Chile," The World Bank Economic Review, World Bank, vol. 23(2), pages 269-294, June.
    8. Magnus Henrekson & Dan Johansson, 2010. "Gazelles as job creators: a survey and interpretation of the evidence," Small Business Economics, Springer, vol. 35(2), pages 227-244, September.
    9. Stefano Bianchini & Giulio Bottazzi & Federico Tamagni, 2017. "What does (not) characterize persistent corporate high-growth?," Small Business Economics, Springer, vol. 48(3), pages 633-656, March.
    10. Sven-Olov Daunfeldt & Daniel Halvarsson, 2015. "Are high-growth firms one-hit wonders? Evidence from Sweden," Small Business Economics, Springer, vol. 44(2), pages 361-383, February.
    11. Alex Coad & Sven-Olov Daunfeldt & Werner Hölzl & Dan Johansson & Paul Nightingale, 2014. "High-growth firms: introduction to the special section," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 23(1), pages 91-112, February.
    12. Sven-Olov Daunfeldt & Niklas Elert & Dan Johansson, 2016. "Are high-growth firms overrepresented in high-tech industries?," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 25(1), pages 1-21.
    13. 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.
    14. Davidsson, Per & Achtenhagen, Leona & Naldi, Lucia, 2010. "Small Firm Growth," Foundations and Trends(R) in Entrepreneurship, now publishers, vol. 6(2), pages 69-166, May.
    15. Colin Mason & Ross Brown, 2013. "Creating good public policy to support high-growth firms," Small Business Economics, Springer, vol. 40(2), pages 211-225, February.
    16. Sven-Olov Daunfeldt & Niklas Elert & Dan Johansson, 2014. "The Economic Contribution of High-Growth Firms: Do Policy Implications Depend on the Choice of Growth Indicator?," Journal of Industry, Competition and Trade, Springer, vol. 14(3), pages 337-365, September.
    17. Dean Shepherd & Johan Wiklund, 2009. "Are we Comparing Apples with Apples or Apples with Oranges? Appropriateness of Knowledge Accumulation across Growth Studies," Entrepreneurship Theory and Practice, , vol. 33(1), pages 105-123, January.
    18. Huber, Peter & Oberhofer, Harald & Pfaffermayr, Michael, 2017. "Who creates jobs? Econometric modeling and evidence for Austrian firm level data," European Economic Review, Elsevier, vol. 91(C), pages 57-71.
    19. Yannick Dillen & Eddy Laveren & Rudy Martens & Sven De Vocht & Eric Van Imschoot, 2014. "Growth persistence and profile robustness of high-growth firms," International Journal of Entrepreneurial Venturing, Inderscience Enterprises Ltd, vol. 6(4), pages 299-330.
    20. Alex Coad, 2009. "The Growth of Firms," Books, Edward Elgar Publishing, number 13424.
    21. Littunen, Hannu & Tohmo, Timo, 2003. "The High Growth in New Metal-Based Manufacturing and Business Service Firms in Finland," Small Business Economics, Springer, vol. 21(2), pages 187-200, September.
    22. Zoltán J. Ács & Pamela Mueller, 2015. "Employment effects of business dynamics: Mice, Gazelles and Elephants," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 16, pages 304-319, Edward Elgar Publishing.
    23. Matthias Almus, 2002. "What characterizes a fast-growing firm?," Applied Economics, Taylor & Francis Journals, vol. 34(12), pages 1497-1508.
    24. Davidsson, Per & Henrekson, Magnus, 2002. "Determinants of the Prevalence of Start-Ups and High-Growth Firms," Small Business Economics, Springer, vol. 19(2), pages 81-104, September.
    25. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    26. Alex Coad & Werner Hölzl, 2009. "On the Autocorrelation of Growth Rates," Journal of Industry, Competition and Trade, Springer, vol. 9(2), pages 139-166, June.
    27. Alex Coad, 2007. "A Closer Look at Serial Growth Rate Correlation," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 31(1), pages 69-82, August.
    28. Delmar, Frederic & Davidsson, Per & Gartner, William B., 2003. "Arriving at the high-growth firm," Journal of Business Venturing, Elsevier, vol. 18(2), pages 189-216, March.
    29. Frédéric Delmar & Johan Wiklund & Per Davidsson, 2006. "Entrepreneurship and the Growth of Firms," Post-Print hal-01892801, HAL.
    30. Frédéric Delmar & Johan Wiklund & Per Davidsson, 2006. "Entrepreneurship and the Growth of Firms," Post-Print hal-01892798, HAL.
    31. Hall, Bronwyn H, 1987. "The Relationship between Firm Size and Firm Growth in the U.S. Manufacturing Sector," Journal of Industrial Economics, Wiley Blackwell, vol. 35(4), pages 583-606, June.
    32. Timothy Dunne & Mark J. Roberts & Larry Samuelson, 1989. "The Growth and Failure of U. S. Manufacturing Plants," The Quarterly Journal of Economics, Oxford University Press, vol. 104(4), pages 671-698.
    33. Michael Fritsch (ed.), 2011. "Handbook of Research on Entrepreneurship and Regional Development," Books, Edward Elgar Publishing, number 13399.
    34. Simon Parker & David Storey & Arjen Witteloostuijn, 2010. "What happens to gazelles? The importance of dynamic management strategy," Small Business Economics, Springer, vol. 35(2), pages 203-226, September.
    35. 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.
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