IDEAS home Printed from https://ideas.repec.org/p/trn/utwpde/0606.html

Macroeconomic fluctuations and the firms' rate of growth distribution: evidence from UK and US quoted companies

Author

Listed:
  • Emiliano Santoro

Abstract

We fit the asymmetric Subbotin distribution introduced by Bottazzi and Secchi (2003) on UK and US data on quoted companies, in order to detect sources of asymmetries in the transmission of aggregate shocks, and cyclical patterns of higher moments of the firms� rate of growth distribution over the business cycle. We support the evidence provided by Higson et al. (2002, 2004) of a negative correlation between the rate of growth of GDP and the standard deviation and skewness of the distribu- tion. Kurtosis exhibits a procyclical pattern. Furthermore, we provide an explanation of the emergence of these stylised facts based on the evidence that the left tail of the distribution is more responsive to macroeconomic fluctuations than its right counterpart. The evidence points to financial factors as one of the main drivers of the observed pattern.

Suggested Citation

  • Emiliano Santoro, 2006. "Macroeconomic fluctuations and the firms' rate of growth distribution: evidence from UK and US quoted companies," Department of Economics Working Papers 0606, Department of Economics, University of Trento, Italia.
  • Handle: RePEc:trn:utwpde:0606
    as

    Download full text from publisher

    File URL: http://www.unitn.it/files/6_06_santoro.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. G. Urga & P. A. Geroski & S. Lazarova & C. F. Walters, 2003. "Are differences in firm size transitory or permanent?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(1), pages 47-59.
    2. John Sutton, 1997. "Gibrat's Legacy," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 40-59, March.
    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. Bottazzi, Giulio & Dosi, Giovanni & Lippi, Marco & Pammolli, Fabio & Riccaboni, Massimo, 2001. "Innovation and corporate growth in the evolution of the drug industry," International Journal of Industrial Organization, Elsevier, vol. 19(7), pages 1161-1187, July.
    5. Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 69(1), pages 99-118.
    6. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    7. Gertler, Mark & Lown, Cara S, 1999. "The Information in the High-Yield Bond Spread for the Business Cycle: Evidence and Some Implications," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 15(3), pages 132-150, Autumn.
    8. Higson, C. & Holly, S. & Kattuman, P. & S. Platis, 2001. "The Business Cycle, Macroeconomic Shocks and the Cross Section: The Growth of UK Quoted Companies," Cambridge Working Papers in Economics 0114, Faculty of Economics, University of Cambridge.
    9. Geroski, Paul A, 1999. "The Growth of Firms in Theory and in Practice," CEPR Discussion Papers 2092, C.E.P.R. Discussion Papers.
    10. repec:nsr:niesrd:77 is not listed on IDEAS
    11. Gaffeo, Edoardo & Gallegati, Mauro & Palestrini, Antonio, 2003. "On the size distribution of firms: additional evidence from the G7 countries," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 324(1), pages 117-123.
    12. repec:bla:econom:v:71:y:2004:i:281:p:299-318 is not listed on IDEAS
    13. Steel, M.F.J., 1991. "Bayesian inference in time series," Discussion Paper 1991-53, Tilburg University, Center for Economic Research.
    14. Evans, David S, 1987. "Tests of Alternative Theories of Firm Growth," Journal of Political Economy, University of Chicago Press, vol. 95(4), pages 657-674, August.
    15. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    16. Hart, Peter E & Oulton, Nicholas, 1996. "Growth and Size of Firms," Economic Journal, Royal Economic Society, vol. 106(438), pages 1242-1252, September.
    17. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    18. Kuttner, Kenneth N, 1994. "Estimating Potential Output as a Latent Variable," Journal of Business & Economic Statistics, American Statistical Association, vol. 12(3), pages 361-368, July.
    19. Cecilia Chaing & Lindsay McSweeney, 2010. "A Behavioral Model of Rational Choice," CPI Journal, Competition Policy International, vol. 6.
    20. 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.
    21. Bottazzi, Giulio & Secchi, Angelo, 2003. "Why are distributions of firm growth rates tent-shaped?," Economics Letters, Elsevier, vol. 80(3), pages 415-420, September.
    22. Jagjit Chadha & Chris Higson & Sean Holly & Paul Kattuman, 2002. "The Channels of Monetary Policy: Evidence from Firm Level data in the US and the UK," Computing in Economics and Finance 2002 383, Society for Computational Economics.
    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. Sean Holly & Emiliano Santoro, 2007. "Financial Fragility, Heterogeneous Firms and the Cross Section of the Business Cycle," Money Macro and Finance (MMF) Research Group Conference 2006 96, Money Macro and Finance Research Group.
    2. Cefis, Elena & Ciccarelli, Matteo & Orsenigo, Luigi, 2007. "Testing Gibrat's legacy: A Bayesian approach to study the growth of firms," Structural Change and Economic Dynamics, Elsevier, vol. 18(3), pages 348-369, September.
    3. 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.
    4. Chiara Coluzzi & Annalisa Ferrando & Carmen Martínez-Carrascal, 2009. "Financing obstacles and growth: An analysis for euro area non-financial corporations," Working Papers 0836, Banco de España.
    5. Canarella, Giorgio & Miller, Stephen M., 2018. "The determinants of growth in the U.S. information and communication technology (ICT) industry: A firm-level analysis," Economic Modelling, Elsevier, vol. 70(C), pages 259-271.
    6. Giorgio Barba Navaretti & Davide Castellani & Fabio Pieri, 2022. "CEO age, shareholder monitoring, and the organic growth of European firms," Small Business Economics, Springer, vol. 59(1), pages 361-382, June.
    7. 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.
    8. 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.
    9. Giorgio Fagiolo & Alessandra Luzzi, 2006. "Do liquidity constraints matter in explaining firm size and growth? Some evidence from the Italian manufacturing industry," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 15(1), pages 1-39, February.
    10. Blandina Oliveira & Adelino Fortunato, 2006. "Testing Gibrat's Law: Empirical Evidence from a Panel of Portuguese Manufacturing Firms," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 13(1), pages 65-81.
    11. Lee, Chang-Yang, 2010. "A theory of firm growth: Learning capability, knowledge threshold, and patterns of growth," Research Policy, Elsevier, vol. 39(2), pages 278-289, March.
    12. Renáta Kosová & Francine Lafontaine, 2010. "Survival And Growth In Retail And Service Industries: Evidence From Franchised Chains," Journal of Industrial Economics, Wiley Blackwell, vol. 58(3), pages 542-578, September.
    13. Halvarsson, Daniel, 2013. "Industry Differences in the Firm Size Distribution," Ratio Working Papers 214, The Ratio Institute.
    14. John Goddard & David McMillan & John Wilson, 2006. "Do firm sizes and profit rates converge? Evidence on Gibrat's Law and the persistence of profits in the long run," Applied Economics, Taylor & Francis Journals, vol. 38(3), pages 267-278.
    15. Alexander Coad, 2007. "Firm Growth: A Survey," Papers on Economics and Evolution 2007-03, Philipps University Marburg, Department of Geography.
    16. Angel Sevil & Alfonso Cruz & Tomas Reyes & Roberto Vassolo, 2022. "When Being Large Is Not an Advantage: How Innovation Impacts the Sustainability of Firm Performance in Natural Resource Industries," Sustainability, MDPI, vol. 14(23), pages 1-20, December.
    17. Bottazzi, Giulio & Dosi, Giovanni & Lippi, Marco & Pammolli, Fabio & Riccaboni, Massimo, 2001. "Innovation and corporate growth in the evolution of the drug industry," International Journal of Industrial Organization, Elsevier, vol. 19(7), pages 1161-1187, July.
    18. Daria Ciriaci & Pietro Moncada-Paternò-Castello & Peter Voigt, 2016. "Innovation and job creation: a sustainable relation?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 6(2), pages 189-213, August.
    19. Jaana Lappalainen & Mervi Niskanen, 2009. "Does Board Composition and Ownership Structure Affect Firm Growth? Evidence from Finnish SMEs," Research in Economics and Business: Central and Eastern Europe, Tallinn School of Economics and Business Administration, Tallinn University of Technology, vol. 1(1).
    20. Fix, Blair, 2016. "Energy and Institution Size," Working Papers on Capital as Power 2016/04, Capital As Power - Toward a New Cosmology of Capitalism.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • C16 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Econometric and Statistical Methods; Specific Distributions
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General

    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:trn:utwpde:0606. 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: Luciano Andreozzi (email available below). General contact details of provider: https://edirc.repec.org/data/detreit.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.