IDEAS home Printed from https://ideas.repec.org/a/ebl/ecbull/eb-14-00576.html
   My bibliography  Save this article

Firm Size Distribution and the Survival Bias

Author

Listed:
  • Antonio Palestrini

    (Università Politecnica delle Marche, Italy)

Abstract

In this work, using the simple Kesten's process, I investigate the survival bias of the firm size distribution selecting a cohort of surviving firms. This work shows that the modified Kesten's process - in which firms exit when their size (measured as equity) cross the barrier (go bankrupt) - produces a limit distribution of the cohort more symmetric. This result provides a benchmark at comparing the distribution produced by economic models studying surviving firms.

Suggested Citation

  • Antonio Palestrini, 2015. "Firm Size Distribution and the Survival Bias," Economics Bulletin, AccessEcon, vol. 35(3), pages 1630-1637.
  • Handle: RePEc:ebl:ecbull:eb-14-00576
    as

    Download full text from publisher

    File URL: http://www.accessecon.com/Pubs/EB/2015/Volume35/EB-15-V35-I3-P163.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Edoardo Gaffeo & Domenico Delli Gatti & Saul Desiderio & Mauro Gallegati, 2008. "Adaptive Microfoundations for Emergent Macroeconomics," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 34(4), pages 441-463.
    2. 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.
    3. Luís M B Cabral & José Mata, 2003. "On the Evolution of the Firm Size Distribution: Facts and Theory," American Economic Review, American Economic Association, vol. 93(4), pages 1075-1090, September.
    4. John Hutchinson & Jozef Konings & Patrick Walsh, 2010. "The Firm Size Distribution and Inter-Industry Diversification," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 37(2), pages 65-82, September.
    5. Xavier Gabaix, 2011. "The Granular Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 79(3), pages 733-772, May.
    6. Blank, Aharon & Solomon, Sorin, 2000. "Power laws in cities population, financial markets and internet sites (scaling in systems with a variable number of components)," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 287(1), pages 279-288.
    7. Bhattacharya,Rabi & Majumdar,Mukul, 2007. "Random Dynamical Systems," Cambridge Books, Cambridge University Press, number 9780521825658.
    8. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    9. Gatti, Domenico Delli & Guilmi, Corrado Di & Gaffeo, Edoardo & Giulioni, Gianfranco & Gallegati, Mauro & Palestrini, Antonio, 2005. "A new approach to business fluctuations: heterogeneous interacting agents, scaling laws and financial fragility," Journal of Economic Behavior & Organization, Elsevier, vol. 56(4), pages 489-512, April.
    10. Antonio Palestrini, 2008. "Common Components in Firms' Growth and the Sectors Scaling Puzzle," Economics Bulletin, AccessEcon, vol. 12(35), pages 1-8.
    11. Cirillo, Pasquale, 2010. "An analysis of the size distribution of Italian firms by age," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(3), pages 459-466.
    12. K. R. Shanmugam & Saumitra Bhaduri, 2002. "Size, age and firm growth in the Indian manufacturing sector," Applied Economics Letters, Taylor & Francis Journals, vol. 9(9), pages 607-613.
    13. Bhattacharya,Rabi & Majumdar,Mukul, 2007. "Random Dynamical Systems," Cambridge Books, Cambridge University Press, number 9780521532723.
    14. Gallegati, M. & Palestrini, A., 2010. "The complex behavior of firms' size dynamics," Journal of Economic Behavior & Organization, Elsevier, vol. 75(1), pages 69-76, July.
    15. Das, Sanghamitra, 1995. "Size, age and firm growth in an infant industry: The computer hardware industry in India," International Journal of Industrial Organization, Elsevier, vol. 13(1), pages 111-126, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Delmar, Frédéric & Wallin, Jonas & Nofal, Ahmed Maged, 2022. "Modeling new-firm growth and survival with panel data using event magnitude regression," Journal of Business Venturing, Elsevier, vol. 37(5).

    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. Coad, Alex & Segarra, Agustí & Teruel, Mercedes, 2013. "Like milk or wine: Does firm performance improve with age?," Structural Change and Economic Dynamics, Elsevier, vol. 24(C), pages 173-189.
    2. Segarra, Agustí & Teruel, Mercedes, 2012. "An appraisal of firm size distribution: Does sample size matter?," Journal of Economic Behavior & Organization, Elsevier, vol. 82(1), pages 314-328.
    3. Jakub Growiec & Fabio Pammolli & Massimo Riccaboni, 2020. "Innovation and Corporate Dynamics: A Theoretical Framework," Central European Journal of Economic Modelling and Econometrics, Central European Journal of Economic Modelling and Econometrics, vol. 12(1), pages 1-45, March.
    4. Marco Vivarelli, 2013. "Is entrepreneurship necessarily good? Microeconomic evidence from developed and developing countries," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(6), pages 1453-1495, December.
    5. Vikash Gautam & Rajendra Vaidya, 2014. "Growth and finance constraints in Indian manufacturing firms," Applied Financial Economics, Taylor & Francis Journals, vol. 24(1), pages 31-40, January.
    6. Kahsay Gerezihar Tsaedu & Zhihong Chen, 2021. "The Dynamics of Firm Growth in Sub-Saharan Africa: Evidence from Ethiopian Manufacturing Sector 1996–2017," Journal of Industry, Competition and Trade, Springer, vol. 21(3), pages 367-392, September.
    7. Distante, Roberta & Petrella, Ivan & Santoro, Emiliano, 2018. "Gibrat’s law and quantile regressions: An application to firm growth," Economics Letters, Elsevier, vol. 164(C), pages 5-9.
    8. Gallegati, M. & Palestrini, A., 2010. "The complex behavior of firms' size dynamics," Journal of Economic Behavior & Organization, Elsevier, vol. 75(1), pages 69-76, July.
    9. Halvarsson, Daniel, 2013. "Industry Differences in the Firm Size Distribution," Ratio Working Papers 214, The Ratio Institute.
    10. Thomas Brenner & Matthias Duschl, 2018. "Modeling Firm and Market Dynamics: A Flexible Model Reproducing Existing Stylized Facts on Firm Growth," Computational Economics, Springer;Society for Computational Economics, vol. 52(3), pages 745-772, October.
    11. Sakai, Koji & Uesugi, Iichiro & Watanabe, Tsutomu, 2010. "Firm age and the evolution of borrowing costs: Evidence from Japanese small firms," Journal of Banking & Finance, Elsevier, vol. 34(8), pages 1970-1981, August.
    12. Geurts, Karen & Van Biesebroeck, Johannes, 2016. "Firm creation and post-entry dynamics of de novo entrants," International Journal of Industrial Organization, Elsevier, vol. 49(C), pages 59-104.
    13. Alex Coad, 2007. "Firm Growth: a Survey," Post-Print halshs-00155762, HAL.
    14. Claudiu Tiberiu Albulescu & Matei Tămășilă & Ilie Mihai Tăucean, 2021. "The Nonlinear Relationship Between Firm Size and Growth in the Automotive Industry," Journal of Industry, Competition and Trade, Springer, vol. 21(3), pages 445-463, September.
    15. Pasquale Cirillo & Mauro Gallegati, 2012. "The Empirical Validation of an Agent-based Model," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 38(4), pages 525-547.
    16. 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.
    17. Michael Pfaffermayr, 2007. "Firm Growth Under Sample Selection: Conditional σ-Convergence in Firm Size?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 31(4), pages 303-328, December.
    18. GABLER, Alain & POSCHKE, Markus, 2011. "Growth through Experimentation," Cahiers de recherche 11-2011, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
    19. Emmanuelle Fauchart & Max Keilbach, 2009. "Testing a model of exploration and exploitation as innovation strategies," Small Business Economics, Springer, vol. 33(3), pages 257-272, October.
    20. Rolando Vaz, 2023. "Firm growth in the Portuguese footwear industry: the location dilemma," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 70(2), pages 407-427, April.

    More about this item

    Keywords

    Firms' size distribution; multiplicative processes; survival bias.;
    All these keywords.

    JEL classification:

    • L1 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance
    • D3 - Microeconomics - - Distribution

    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:ebl:ecbull:eb-14-00576. 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: John P. Conley (email available below). General contact details of provider: .

    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.