IDEAS home Printed from https://ideas.repec.org/p/bog/wpaper/165.html
   My bibliography  Save this paper

The credit crunch and firm growth in the euro area: 2005-2011. A quantile panel analysis

Author

Listed:
  • Sophia Dimelis

    (Bank of Greece)

  • Ioannis Giotopoulos

    (Bank of Greece)

  • Helen Louri

    (Bank of Greece)

Abstract

This paper explores the effects of bank credit on firm growth before and after the recent financial crisis outbreak, taking into account different structural characteristics of the banking sector and the domestic economy. The econometric method of panel quantiles is used on a large sample of 2075 firms operating in the euro area (17 countries) for the period 2005-2011. The main results of this paper indicate a strong dependence of firm growth on credit expansion before the crisis. However, post-2008, the credit crunch seems to seriously affect only slow-growth firms and especially those operating in domestic bank-dominated economies. Furthermore, the classification of firms in groups by size yields interesting results: the credit crunch exhibits a strong impact on small firms only. Separate estimates for more and less financially developed economies show that the credit crunch matters mainly in countries with a lower degree of financial development. Moreover, our findings reveal that the degree of banking concentration affects firm growth in a negative way in most estimates. Finally, risk and financial stability matter for firm growth for the total sample and for domestic bank-dominated economies, while in general they do not matter when markets are dominated by foreign banks.

Suggested Citation

  • Sophia Dimelis & Ioannis Giotopoulos & Helen Louri, 2013. "The credit crunch and firm growth in the euro area: 2005-2011. A quantile panel analysis," Working Papers 165, Bank of Greece.
  • Handle: RePEc:bog:wpaper:165
    as

    Download full text from publisher

    File URL: http://www.bankofgreece.gr/BogEkdoseis/Paper2013165.pdf
    File Function: Full Text
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Patrizio Pagano & Fabiano Schivardi, 2003. "Firm Size Distribution and Growth," Scandinavian Journal of Economics, Wiley Blackwell, vol. 105(2), pages 255-274, June.
    2. Lyandres, Evgeny, 2007. "Costly external financing, investment timing, and investment-cash flow sensitivity," Journal of Corporate Finance, Elsevier, vol. 13(5), pages 959-980, December.
    3. Georgios Fotopoulos & Helen Louri, 2004. "Firm Growth and FDI: Are Multinationals Stimulating Local Industrial Development?," Journal of Industry, Competition and Trade, Springer, vol. 4(3), pages 163-189, September.
    4. Beck, Thorsten & Demirguc-Kunt, Asli, 2006. "Small and medium-size enterprises: Access to finance as a growth constraint," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2931-2943, November.
    5. Claessens, Stijn & Tong, Hui & Wei, Shang-Jin, 2012. "From the financial crisis to the real economy: Using firm-level data to identify transmission channels," Journal of International Economics, Elsevier, vol. 88(2), pages 375-387.
    6. D.B. Audretsch & L. Klomp & E. Santarelli & A.R. Thurik, 2004. "Gibrat's Law: Are the Services Different?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 24(3), pages 301-324, May.
    7. 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.
    8. Philippe Aghion & Thibault Fally & Stefano Scarpetta, 2007. "Credit constraints as a barrier to the entry and post-entry growth of firms [‘Dualism and macroeconomic volatility’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 22(52), pages 732-779.
    9. Robert E. Carpenter & Bruce C. Petersen, 2002. "Is The Growth Of Small Firms Constrained By Internal Finance?," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 298-309, May.
    10. Inessa Love, 2003. "Financial Development and Financing Constraints: International Evidence from the Structural Investment Model," The Review of Financial Studies, Society for Financial Studies, vol. 16(3), pages 765-791, July.
    11. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    12. Bonaccorsi di Patti, Emilia & Dell'Ariccia, Giovanni, 2004. "Bank Competition and Firm Creation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(2), pages 225-251, April.
    13. Bernanke, Ben & Gertler, Mark & Gilchrist, Simon, 1996. "The Financial Accelerator and the Flight to Quality," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 1-15, February.
    14. Coad, Alex & Rao, Rekha, 2008. "Innovation and firm growth in high-tech sectors: A quantile regression approach," Research Policy, Elsevier, vol. 37(4), pages 633-648, May.
    15. Demirguc-Kunt, Asli & Detragiache, Enrica & Gupta, Poonam, 2006. "Inside the crisis: An empirical analysis of banking systems in distress," Journal of International Money and Finance, Elsevier, vol. 25(5), pages 702-718, August.
    16. Guariglia, Alessandra, 2008. "Internal financial constraints, external financial constraints, and investment choice: Evidence from a panel of UK firms," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1795-1809, September.
    17. George Clarke & Robert Cull & Maria Soledad Martinez Peria & Susana M. S·nchez, 2003. "Foreign Bank Entry: Experience, Implications for Developing Economies, and Agenda for Further Research," The World Bank Research Observer, World Bank, vol. 18(1), pages 25-59.
    18. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    19. Dell'Ariccia, Giovanni & Detragiache, Enrica & Rajan, Raghuram, 2008. "The real effect of banking crises," Journal of Financial Intermediation, Elsevier, vol. 17(1), pages 89-112, January.
    20. Nicola Cetorelli & Philip E. Strahan, 2006. "Finance as a Barrier to Entry: Bank Competition and Industry Structure in Local U.S. Markets," Journal of Finance, American Finance Association, vol. 61(1), pages 437-461, February.
    21. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    22. Stijn Claessens, 2006. "Access to Financial Services: A Review of the Issues and Public Policy Objectives," The World Bank Research Observer, World Bank, vol. 21(2), pages 207-240.
    23. Eric S. Rosengren & Joe Peek, 2000. "Collateral Damage: Effects of the Japanese Bank Crisis on Real Activity in the United States," American Economic Review, American Economic Association, vol. 90(1), pages 30-45, March.
    24. Buchinsky, Moshe, 1994. "Changes in the U.S. Wage Structure 1963-1987: Application of Quantile Regression," Econometrica, Econometric Society, vol. 62(2), pages 405-458, March.
    25. Binks, Martin R & Ennew, Christine T, 1996. "Growing Firms and the Credit Constraint," Small Business Economics, Springer, vol. 8(1), pages 17-25, February.
    26. King, Robert G. & Levine, Ross, 1993. "Finance, entrepreneurship and growth: Theory and evidence," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 513-542, December.
    27. Stijn Claessens & Neeltje Van Horen, 2014. "Foreign Banks: Trends and Impact," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(s1), pages 295-326, February.
    28. Borensztein, Eduardo & Lee, Jong-Wha, 2002. "Financial crisis and credit crunch in Korea: evidence from firm-level data," Journal of Monetary Economics, Elsevier, vol. 49(4), pages 853-875, May.
    29. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    30. Hancock, Diana & Wilcox, James A., 1998. "The "credit crunch" and the availability of credit to small business," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 983-1014, August.
    31. Luc Laeven & FabiÁn Valencia, 2013. "The Real Effects of Financial Sector Interventions during Crises," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(1), pages 147-177, February.
    32. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    33. Moshe Buchinsky, 1998. "Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 88-126.
    34. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    35. Ivashina, Victoria & Scharfstein, David, 2010. "Bank lending during the financial crisis of 2008," Journal of Financial Economics, Elsevier, vol. 97(3), pages 319-338, September.
    36. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    37. Mariassunta Giannetti & Steven Ongena, 2009. "Financial Integration and Firm Performance: Evidence from Foreign Bank Entry in Emerging Markets," Review of Finance, European Finance Association, vol. 13(2), pages 181-223.
    38. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
    39. Puri, Manju & Rocholl, Jörg & Steffen, Sascha, 2011. "Global retail lending in the aftermath of the US financial crisis: Distinguishing between supply and demand effects," Journal of Financial Economics, Elsevier, vol. 100(3), pages 556-578, June.
    40. Caminal, Ramon & Matutes, Carmen, 2002. "Market power and banking failures," International Journal of Industrial Organization, Elsevier, vol. 20(9), pages 1341-1361, November.
    41. Allen, Franklin & Gale, Douglas, 2004. "Competition and Financial Stability," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(3), pages 453-480, June.
    42. Georgios Fotopoulos & Helen Louri, 2011. "On the geography of international banking: the role of third-country effects," Working Papers 125, Bank of Greece.
    43. Thorsten Beck & Asli Demirgüç‐Kunt & Vojislav Maksimovic, 2005. "Financial and Legal Constraints to Growth: Does Firm Size Matter?," Journal of Finance, American Finance Association, vol. 60(1), pages 137-177, February.
    44. Ben S. Bernanke & Cara S. Lown, 1991. "The Credit Crunch," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 22(2), pages 205-248.
    45. Berger, Allen N & Udell, Gregory F, 1994. "Do Risk-Based Capital Allocate Bank Credit and Cause a "Credit Crunch"' in the United States?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 26(3), pages 585-628, August.
    46. Sophia Dimelis & Helen Louri, 2002. "Foreign ownership and production efficiency: a quantile regression analysis," Oxford Economic Papers, Oxford University Press, vol. 54(3), pages 449-469, July.
    47. George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 488-500.
    48. Brito, Paulo & Mello, Antonio S., 1995. "Financial constraints and firm post-entry performance," International Journal of Industrial Organization, Elsevier, vol. 13(4), pages 543-565, December.
    49. Carlos Carreira & Filipe Silva, 2010. "No Deep Pockets: Some Stylized Empirical Results On Firms’ Financial Constraints," Journal of Economic Surveys, Wiley Blackwell, vol. 24(4), pages 731-753, September.
    50. repec:bla:jfinan:v:53:y:1998:i:6:p:2107-2137 is not listed on IDEAS
    51. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    52. Louri-Dendrinou, Eleni & Fotopoulos, Georgios, 2002. "Corporate Growth and FDI: Are Multinationals Stimulating Local Industrial Development?," CEPR Discussion Papers 3128, C.E.P.R. Discussion Papers.
    53. Fotopoulos, Georgios & Louri, Helen, 2000. "Location and Survival of New Entry," Small Business Economics, Springer, vol. 14(4), pages 311-321, June.
    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. Ioannis Giotopoulos, 2014. "Dynamics of Firm Profitability and Growth: Do Knowledge-Intensive (Business) Services Persistently Outperform?," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 21(3), pages 291-319, November.
    2. A. Arrighetti & F. Landini & A. Lasagni, 2015. "Firms’economic crisis and firm exit: do intangibles matters?," Economics Department Working Papers 2015-EP04, Department of Economics, Parma University (Italy).

    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. Dimelis, Sophia & Giotopoulos, Ioannis & Louri, Helen, 2015. "Can firms grow without credit?: evidence from the Euro Area, 2005-2011: a quantile panel analysis," LSE Research Online Documents on Economics 61157, London School of Economics and Political Science, LSE Library.
    2. Sophia Dimelis & Ioannis Giotopoulos & Helen Louri, 2017. "Can Firms Grow Without Credit? A Quantile Panel Analysis in the Euro Area," Journal of Industry, Competition and Trade, Springer, vol. 17(2), pages 153-183, June.
    3. Levintal, Oren, 2013. "The real effects of banking shocks: Evidence from OECD countries," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 556-578.
    4. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    5. Segarra Blasco, Agustí, 1958- & Teruel, Mercedes, 2010. "Are small firms more sensitive to financial variables?," Working Papers 2072/151623, Universitat Rovira i Virgili, Department of Economics.
    6. Sasan Bakhtiari & Robert Breunig & Lisa Magnani & Jacquelyn Zhang, 2020. "Financial Constraints and Small and Medium Enterprises: A Review," The Economic Record, The Economic Society of Australia, vol. 96(315), pages 506-523, December.
    7. Milos Markovic & Michael A. Stemmer, 2017. "Firm Growth Dynamics and Financial Constraints: Evidence from Serbian Firms," Documents de travail du Centre d'Economie de la Sorbonne 17012, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    8. Carlos Carreira & Filipe Silva, 2010. "No Deep Pockets: Some Stylized Empirical Results On Firms’ Financial Constraints," Journal of Economic Surveys, Wiley Blackwell, vol. 24(4), pages 731-753, September.
    9. Eckhard Hein, 2005. "Finanzstruktur und Wirtschaftswachstum - theoretische und empirische Aspekte," Macroeconomics 0508014, University Library of Munich, Germany.
    10. Andrés Rodríguez‐Pose & Roberto Ganau & Kristina Maslauskaite & Monica Brezzi, 2021. "Credit constraints, labor productivity, and the role of regional institutions: Evidence from manufacturing firms in Europe," Journal of Regional Science, Wiley Blackwell, vol. 61(2), pages 299-328, March.
    11. Ferrando, Annalisa & Martinez-Carrascal, Carmen & Coluzzi, Chiara, 2009. "Financing obstacles and growth: an analysis for euro area non-financial corporations," Working Paper Series 997, European Central Bank.
    12. Beck, T.H.L., 2011. "The Role of Finance in Economic Development : Benefits, Risks, and Politics," Discussion Paper 2011-141, Tilburg University, Center for Economic Research.
    13. Luc Laeven, 2011. "Banking Crises: A Review," Annual Review of Financial Economics, Annual Reviews, vol. 3(1), pages 17-40, December.
    14. Dell'Ariccia, Giovanni & Detragiache, Enrica & Rajan, Raghuram, 2008. "The real effect of banking crises," Journal of Financial Intermediation, Elsevier, vol. 17(1), pages 89-112, January.
    15. Horvath, Akos & Lang, Peter, 2021. "Do loan subsidies boost the real activity of small firms?," Journal of Banking & Finance, Elsevier, vol. 122(C).
    16. Massimo Molinari & Silvia Giannangeli & Giorgio Fagiolo, 2016. "Financial Structure and Corporate Growth: Evidence from Italian Panel Data," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 45(3), pages 303-325, November.
    17. Kroszner, Randall S. & Laeven, Luc & Klingebiel, Daniela, 2007. "Banking crises, financial dependence, and growth," Journal of Financial Economics, Elsevier, vol. 84(1), pages 187-228, April.
    18. Demirguc-Kunt, Asli, 2006. "Finance and economic development : policy choices for developing countries," Policy Research Working Paper Series 3955, The World Bank.
    19. Anna M. Ferragina & Fernanda Mazzotta & Khalid Sekkat, 2016. "Financial constraints and productivity growth across the size spectrum: microeconomic evidence from Morocco," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 6(3), pages 361-381, December.
    20. Florian Leon, 2015. "What do we know about the role of bank competition in Africa?," CERDI Working papers halshs-01164864, HAL.

    More about this item

    Keywords

    Credit Crunch; Firm Growth; Foreign Bank Penetration; Banking Concentration; Financial Crisis; Panel Quantile Regressions; Financial Development;
    All these keywords.

    JEL classification:

    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • L10 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - General
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

    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:bog:wpaper:165. 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: Anastasios Rizos (email available below). General contact details of provider: https://edirc.repec.org/data/boggvgr.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.