IDEAS home Printed from https://ideas.repec.org/p/eti/dpaper/23087.html
   My bibliography  Save this paper

The U-shaped Law of High-growth Firms

Author

Listed:
  • ARATA Yoshiyuki
  • MIYAKAWA Daisuke
  • MORI Katsuki

Abstract

This paper investigates firm growth dynamics by using the theory of stochastic processes and data on corporate tax records covering almost all firms in Japan. We show that the growth path of high-growth firms (HGFs) is characterized by a single large jump rather than a gradual increase. Specifically, before the jump occurs, the growth path of a HGF is similar to that of non-HGFs, but then it experiences a rapid increase in size. This growth pattern with a jump is typical (i.e., most likely) for HGFs. To provide further empirical evidence, we consider the ratio of the growth rate in the first period to the entire growth rate over two periods. The histogram of this ratio exhibits a U-shaped curve for HGFs, indicating that high growth over the two periods is explained by high growth either in the first or second period (but not both). This U-shaped curve is consistent with the idea that a single large jump determines the growth path of HGFs.

Suggested Citation

  • ARATA Yoshiyuki & MIYAKAWA Daisuke & MORI Katsuki, 2023. "The U-shaped Law of High-growth Firms," Discussion papers 23087, Research Institute of Economy, Trade and Industry (RIETI).
  • Handle: RePEc:eti:dpaper:23087
    as

    Download full text from publisher

    File URL: https://www.rieti.go.jp/jp/publications/dp/23e087.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Giulio Bottazzi & Alex Coad & Nadia Jacoby & Angelo Secchi, 2011. "Corporate growth and industrial dynamics: evidence from French manufacturing," Applied Economics, Taylor & Francis Journals, vol. 43(1), pages 103-116.
    2. Sergey V. Buldyrev & Jakub Growiec & Fabio Pammolli & Massimo Riccaboni & H. Eugene Stanley, 2007. "The Growth of Business Firms: Facts and Theory," Journal of the European Economic Association, MIT Press, vol. 5(2-3), pages 574-584, 04-05.
    3. Julian S. Frankish & Richard G. Roberts & Alex Coad & Taylor C. Spears & David J. Storey, 2013. "Do entrepreneurs really learn? Or do they just tell us that they do?," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(1), pages 73-106, February.
    4. Silviano Esteve-Pérez & Fabio Pieri & Diego Rodriguez, 2022. "One swallow does not make a summer: episodes and persistence in high growth," Small Business Economics, Springer, vol. 58(3), pages 1517-1544, March.
    5. Giovanni Dosi & Marcelo C. Pereira & Maria Enrica Virgillito, 2017. "The footprint of evolutionary processes of learning and selection upon the statistical properties of industrial dynamics," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 26(2), pages 187-210.
    6. Guarascio, Dario & Tamagni, Federico, 2019. "Persistence of innovation and patterns of firm growth," Research Policy, Elsevier, vol. 48(6), pages 1493-1512.
    7. 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.
    8. 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.
    9. Giulio Bottazzi & Angelo Secchi, 2006. "Explaining the distribution of firm growth rates," RAND Journal of Economics, RAND Corporation, vol. 37(2), pages 235-256, June.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. Coad, Alex & Frankish, Julian & Roberts, Richard G. & Storey, David J., 2013. "Growth paths and survival chances: An application of Gambler's Ruin theory," Journal of Business Venturing, Elsevier, vol. 28(5), pages 615-632.
    15. Arata, Yoshiyuki, 2019. "Firm growth and Laplace distribution: The importance of large jumps," Journal of Economic Dynamics and Control, Elsevier, vol. 103(C), pages 63-82.
    16. 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.
    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. Silviano Esteve-Pérez & Fabio Pieri & Diego Rodriguez, 2022. "One swallow does not make a summer: episodes and persistence in high growth," Small Business Economics, Springer, vol. 58(3), pages 1517-1544, March.
    2. Bianchini, Stefano & Pellegrino, Gabriele, 2019. "Innovation persistence and employment dynamics," Research Policy, Elsevier, vol. 48(5), pages 1171-1186.
    3. Daniele Moschella & Federico Tamagni & Xiaodan Yu, 2019. "Persistent high-growth firms in China’s manufacturing," Small Business Economics, Springer, vol. 52(3), pages 573-594, March.
    4. Alex Coad, 2022. "Lumps, Bumps and Jumps in the Firm Growth Process," Foundations and Trends(R) in Entrepreneurship, now publishers, vol. 18(4), pages 212-267, April.
    5. Erhardt, Eva Christine, 2018. "Firm performance after high growth: A comparison of absolute and relative growth measures," MPRA Paper 88077, University Library of Munich, Germany.
    6. Alex Coad & Sven-Olov Daunfeldt & Daniel Halvarsson, 2018. "Bursting into life: firm growth and growth persistence by age," Small Business Economics, Springer, vol. 50(1), pages 55-75, January.
    7. Giovanni Dosi & Marco Grazzi & Daniele Moschella & Gary Pisano & Federico Tamagni, 2020. "Long-term firm growth: an empirical analysis of US manufacturers 1959–2015," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 29(2), pages 309-332.
    8. Florian Leon, 2019. "The elusive quest for high- growth firms in Africa: The (lack of) growth persistence in Senegal," Working Papers hal-02493326, HAL.
    9. Giulio Bottazzi & Taewon Kang & Federico Tamagni, 2023. "Persistence in firm growth: inference from conditional quantile transition matrices," Small Business Economics, Springer, vol. 61(2), pages 745-770, August.
    10. Florian Léon, 2022. "The elusive quest for high-growth firms in Africa: when other metrics of performance say nothing," Small Business Economics, Springer, vol. 58(1), pages 225-246, January.
    11. Erhardt, Eva, 2017. "Who persistently creates jobs? Absolute versus relative high-growth firms," MPRA Paper 79307, University Library of Munich, Germany.
    12. Ivan Savin & Maria Novitskaya, 2023. "Data-driven definitions of gazelle companies that rule out chance: application for Russia and Spain," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 13(3), pages 507-542, September.
    13. 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.
    14. 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.
    15. Klaus Friesenbichler & Werner Hölzl, 2020. "High-growth firm shares in Austrian regions: the role of economic structures," Regional Studies, Taylor & Francis Journals, vol. 54(11), pages 1585-1595, November.
    16. 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.
    17. Alex Coad & Sven-Olov Daunfeldt & Daniel Halvarsson, 2022. "Amundsen versus Scott: are growth paths related to firm performance?," Small Business Economics, Springer, vol. 59(2), pages 593-610, August.
    18. Mulalo Mamburu, 2018. "On the persistence of growth for South African firms," WIDER Working Paper Series 74, World Institute for Development Economic Research (UNU-WIDER).
    19. Alex Coad & Marc Cowling & Josh Siepel, 2017. "Growth processes of high-growth firms as a four-dimensional chicken and egg," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 26(4), pages 537-554.
    20. Eva Christine Erhardt, 2022. "Prevalence and Persistence of High-Growth Entrepreneurship: Which Institutions Matter Most?," Journal of Industry, Competition and Trade, Springer, vol. 22(2), pages 297-332, June.

    More about this item

    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:eti:dpaper:23087. 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: TANIMOTO, Toko (email available below). General contact details of provider: https://edirc.repec.org/data/rietijp.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.