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High-growth firms’ contribution to aggregate productivity growth

Author

Listed:
  • Márta Bisztray

    (Budapest and Corvinus University Budapest, CERGE-EI Foundation, Teaching Fellow)

  • Francesca de Nicola

    (World Bank)

  • Balázs Muraközy

    (University of Liverpool Management School, Liverpool and KRTK)

Abstract

This paper investigates the contribution of high-growth firms (HGFs) to aggregate productivity growth, using Hungarian firm-level data. Three stylized facts emerge. First, output-based HGFs substantially outperform employment-based ones in terms of their productivity contribution: on average, sales-based HGFs contribute 5 times as much as employment-based ones. Further, the contribution of employment-based HGFs is negative in 48-50% of industry-years, compared to 25-31% for sales-based HGFs. Second, HGFs tend to contribute to productivity growth only during their high-growth phase but not afterwards. Third, HGFs’ contribution to productivity growth is higher in industries with more effective reallocation and with more young firms, but none of these are strong predictors of the HGFs’ contribution. Finally, we present a simple benchmark model to show that these patterns arise naturally under realistic correlation structures.

Suggested Citation

  • Márta Bisztray & Francesca de Nicola & Balázs Muraközy, 2023. "High-growth firms’ contribution to aggregate productivity growth," Small Business Economics, Springer, vol. 60(2), pages 771-811, February.
  • Handle: RePEc:kap:sbusec:v:60:y:2023:i:2:d:10.1007_s11187-022-00614-9
    DOI: 10.1007/s11187-022-00614-9
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    1. Alex Coad & Tom Broekel, 2012. "Firm growth and productivity growth: evidence from a panel VAR," Applied Economics, Taylor & Francis Journals, vol. 44(10), pages 1251-1269, April.
    2. de Wit, Gerrit, 2005. "Firm size distributions: An overview of steady-state distributions resulting from firm dynamics models," International Journal of Industrial Organization, Elsevier, vol. 23(5-6), pages 423-450, June.
    3. Diego Restuccia & Richard Rogerson, 2017. "The Causes and Costs of Misallocation," Journal of Economic Perspectives, American Economic Association, vol. 31(3), pages 151-174, Summer.
    4. 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.
    5. 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.
    6. Metcalfe, J S, 1994. "Competition, Fisher's Principle and Increasing Returns in the Selection Process," Journal of Evolutionary Economics, Springer, vol. 4(4), pages 327-346, November.
    7. 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.
    8. David Rezza Baqaee & Emmanuel Farhi, 2020. "Productivity and Misallocation in General Equilibrium," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(1), pages 105-163.
    9. Coad, Alex, 2007. "Testing the principle of `growth of the fitter': The relationship between profits and firm growth," Structural Change and Economic Dynamics, Elsevier, vol. 18(3), pages 370-386, September.
    10. 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.
    11. Roc Armenter & Mikl?s Koren, 2014. "A Balls-and-Bins Model of Trade," American Economic Review, American Economic Association, vol. 104(7), pages 2127-2151, July.
    12. Delmar, Frédéric & McKelvie, Alexander & Wennberg, Karl, 2013. "Untangling the relationships among growth, profitability and survival in new firms," Ratio Working Papers 205, The Ratio Institute.
    13. Taelim Choi & Anil Rapusinga & John C. Robertson & Nancy Green Leigh, 2017. "The Effects of High Growth on New Business Survival," The Review of Regional Studies, Southern Regional Science Association, vol. 47(1), pages 1-23, Winter.
    14. 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.
    15. 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.
    16. 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.
    17. Paloma Lopez-Garcia & Sergio Puente, 2012. "What makes a high-growth firm? A dynamic probit analysis using Spanish firm-level data," Small Business Economics, Springer, vol. 39(4), pages 1029-1041, November.
    18. 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.
    19. 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.
    20. Alex Coad, 2018. "Firm age: a survey," Journal of Evolutionary Economics, Springer, vol. 28(1), pages 13-43, January.
    21. Cristina Guillamón & Enrique Moral-Benito & Sergio Puente, 2017. "High growth firms in employment and productivity: dynamic interactions and the role of financial constraints?," Working Papers 1718, Banco de España.
    22. 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.
    23. Eric Bartelsman & John Haltiwanger & Stefano Scarpetta, 2013. "Cross-Country Differences in Productivity: The Role of Allocation and Selection," American Economic Review, American Economic Association, vol. 103(1), pages 305-334, February.
    24. Werner Hölzl, 2014. "Persistence, survival, and growth: a closer look at 20 years of fast-growing firms in Austria," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 23(1), pages 199-231, February.
    25. 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.
    26. 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.
    27. Gabriele Rovigatti & Vincenzo Mollisi, 2018. "Theory and practice of total-factor productivity estimation: The control function approach using Stata," Stata Journal, StataCorp LP, vol. 18(3), pages 618-662, September.
    28. Kang, Kichun, 2017. "Identifying the dispersion of the Pareto productivity distribution in international trade," Economics Letters, Elsevier, vol. 161(C), pages 108-111.
    29. Coad, Alex & Segarra, Agustí & Teruel, Mercedes, 2016. "Innovation and firm growth: Does firm age play a role?," Research Policy, Elsevier, vol. 45(2), pages 387-400.
    30. 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.
    31. Giorgio Barba Navaretti & Davide Castellani & Fabio Pieri, 2014. "Age and firm growth: evidence from three European countries," Small Business Economics, Springer, vol. 43(4), pages 823-837, December.
    32. Andrey Stoyanov & Nikolay Zubanov, 2012. "Productivity Spillovers across Firms through Worker Mobility," American Economic Journal: Applied Economics, American Economic Association, vol. 4(2), pages 168-198, April.
    33. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    34. Vivian Mohr & Elizabeth Garnsey & Gregory Theyel, 2014. "The role of alliances in the early development of high-growth firms," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 23(1), pages 233-259, February.
    35. Autio, Erkko & Rannikko, Heikki, 2016. "Retaining winners: Can policy boost high-growth entrepreneurship?," Research Policy, Elsevier, vol. 45(1), pages 42-55.
    36. Jurgen A. Doornik & Henrik Hansen, 2008. "An Omnibus Test for Univariate and Multivariate Normality," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(s1), pages 927-939, December.
    37. 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.
    38. Jaap W. B. Bos & Erik Stam, 2014. "Gazelles and industry growth: a study of young high-growth firms in The Netherlands," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 23(1), pages 145-169, February.
    39. 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.
    40. 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.
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