IDEAS home Printed from https://ideas.repec.org/a/kap/sbusec/v57y2021i4d10.1007_s11187-020-00393-1.html
   My bibliography  Save this article

Financial fragmentation and SMEs’ access to finance

Author

Listed:
  • Raffaella Calabrese

    (University of Edinburgh, Business School)

  • Claudia Girardone

    (University of Essex)

  • Alex Sclip

    (University of Udine)

Abstract

This paper focuses on the impact of financial fragmentation on small and medium enterprises’ (SMEs) access to finance. We combine country-level data on financial fragmentation and the ECB’s SAFE (Survey on the Access to Finance of Enterprises) data for 12 European Union (EU) countries over 2009–2016. Our findings indicate that an increase in financial fragmentation not only raises the probability of all firms to be rationed but also to be charged higher loan rates; in addition, it increases the likelihood of borrower discouragement and it impairs firms’ perceptions of the future availability of bank funds. Less creditworthy firms are even more likely to become credit rationed, suggesting a flight to quality effect in lending. However, our study also documents a potential adverse effect of increasing bank market power resulting from greater integration. This suggests that financial integration could impair firms’ financing, if not accompanied by policy initiatives aimed at maintaining an optimal level of competition in the banking sector.

Suggested Citation

  • Raffaella Calabrese & Claudia Girardone & Alex Sclip, 2021. "Financial fragmentation and SMEs’ access to finance," Small Business Economics, Springer, vol. 57(4), pages 2041-2065, December.
  • Handle: RePEc:kap:sbusec:v:57:y:2021:i:4:d:10.1007_s11187-020-00393-1
    DOI: 10.1007/s11187-020-00393-1
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11187-020-00393-1
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11187-020-00393-1?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Patrick Bolton & Olivier Jeanne, 2011. "Sovereign Default Risk and Bank Fragility in Financially Integrated Economies," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 59(2), pages 162-194, June.
    2. Zaghini, Andrea, 2016. "Fragmentation and heterogeneity in the euro-area corporate bond market: Back to normal?," Journal of Financial Stability, Elsevier, vol. 23(C), pages 51-61.
    3. Cowling, Marc, 2010. "The role of loan guarantee schemes in alleviating credit rationing in the UK," Journal of Financial Stability, Elsevier, vol. 6(1), pages 36-44, April.
    4. Ferrando, Annalisa & Popov, Alexander & Udell, Gregory F., 2017. "Sovereign stress and SMEs’ access to finance: Evidence from the ECB's SAFE survey," Journal of Banking & Finance, Elsevier, vol. 81(C), pages 65-80.
    5. Han, Liang & Fraser, Stuart & Storey, David J., 2009. "Are good or bad borrowers discouraged from applying for loans? Evidence from US small business credit markets," Journal of Banking & Finance, Elsevier, vol. 33(2), pages 415-424, February.
    6. N. Berger, Allen & F. Udell, Gregory, 1998. "The economics of small business finance: The roles of private equity and debt markets in the financial growth cycle," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 613-673, August.
    7. 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.
    8. Giannetti, Mariassunta & Ongena, Steven, 2012. "“Lending by example”: Direct and indirect effects of foreign banks in emerging markets," Journal of International Economics, Elsevier, vol. 86(1), pages 167-180.
    9. Bengt Holmstrom & Jean Tirole, 1997. "Financial Intermediation, Loanable Funds, and The Real Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 663-691.
    10. Ritz, Robert A. & Walther, Ansgar, 2015. "How do banks respond to increased funding uncertainty?," Journal of Financial Intermediation, Elsevier, vol. 24(3), pages 386-410.
    11. Isabel Schnabel & Christian Seckinger, 2014. "Financial Fragmentation and Economic Growth in Europe," Working Papers 1502, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz, revised 13 Feb 2014.
    12. Chakraborty, Indraneel & Hai, Rong & Holter, Hans A. & Stepanchuk, Serhiy, 2017. "The real effects of financial (dis)integration: A multi-country equilibrium analysis of Europe," Journal of Monetary Economics, Elsevier, vol. 85(C), pages 28-45.
    13. Billio, Monica & Getmansky, Mila & Lo, Andrew W. & Pelizzon, Loriana, 2012. "Econometric measures of connectedness and systemic risk in the finance and insurance sectors," Journal of Financial Economics, Elsevier, vol. 104(3), pages 535-559.
    14. Emmanuel Farhi & Jean Tirole, 2018. "Deadly Embrace: Sovereign and Financial Balance Sheets Doom Loops," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1781-1823.
    15. Berger, Allen N. & Udell, Gregory F., 2006. "A more complete conceptual framework for SME finance," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2945-2966, November.
    16. Carlo Altavilla & Marco Pagano & Saverio Simonelli, 2017. "Bank Exposures and Sovereign Stress Transmission," Review of Finance, European Finance Association, vol. 21(6), pages 2103-2139.
    17. Donadelli, Michael & Paradiso, Antonio, 2014. "Is there heterogeneity in financial integration dynamics? Evidence from country and industry emerging market equity indexes," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 32(C), pages 184-218.
    18. Alexander Popov & Neeltje Van Horen, 2015. "Exporting Sovereign Stress: Evidence from Syndicated Bank Lending during the Euro Area Sovereign Debt Crisis," Review of Finance, European Finance Association, vol. 19(5), pages 1825-1866.
    19. Kon, Y & Storey, D J, 2003. "A Theory of Discouraged Borrowers," Small Business Economics, Springer, vol. 21(1), pages 37-49, August.
    20. Martin, J. Spencer & Santomero, Anthony M., 1997. "Investment opportunities and corporate demand for lines of credit," Journal of Banking & Finance, Elsevier, vol. 21(10), pages 1331-1350, October.
    21. Fecht, Falko & Grüner, Hans Peter & Hartmann, Philipp, 2012. "Financial integration, specialization, and systemic risk," Journal of International Economics, Elsevier, vol. 88(1), pages 150-161.
    22. Ongena, Steven & Popov, Alexander & Udell, Gregory F., 2013. "“When the cat's away the mice will play”: Does regulation at home affect bank risk-taking abroad?," Journal of Financial Economics, Elsevier, vol. 108(3), pages 727-750.
    23. Billio, M. & Donadelli, M. & Paradiso, A. & Riedel, M., 2017. "Which market integration measure?," Journal of Banking & Finance, Elsevier, vol. 76(C), pages 150-174.
    24. Popov, Alexander & Ongena, Steven, 2011. "Interbank market integration, loan rates, and firm leverage," Journal of Banking & Finance, Elsevier, vol. 35(3), pages 544-559, March.
    25. Baele, Lieven & Ferrando, Annalisa & Hördahl, Peter & Krylova, Elizaveta & Monnet, Cyril, 2004. "Measuring financial integration in the euro area," Occasional Paper Series 14, European Central Bank.
    26. Beck, Thorsten & Demirguc-Kunt, Asli & Maksimovic, Vojislav, 2004. "Bank Competition and Access to Finance: International Evidence," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(3), pages 627-648, June.
    27. Daniel Pérez & Vicente Salas-Fumás & Jesús Saurina, 2005. "Banking integration in Europe," Working Papers 0519, Banco de España.
    28. Horvath, Roman & Kotlebova, Jana & Siranova, Maria, 2018. "Interest rate pass-through in the euro area: Financial fragmentation, balance sheet policies and negative rates," Journal of Financial Stability, Elsevier, vol. 36(C), pages 12-21.
    29. Mitchell A. Petersen & Raghuram G. Rajan, 1995. "The Effect of Credit Market Competition on Lending Relationships," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 407-443.
    30. Guillaume Andrieu & Raffaele Staglianò & Peter Zwan, 2018. "Bank debt and trade credit for SMEs in Europe: firm-, industry-, and country-level determinants," Small Business Economics, Springer, vol. 51(1), pages 245-264, June.
    31. Bremus, Franziska & Neugebauer, Katja, 2018. "Reduced cross-border lending and financing costs of SMEs," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 80, pages 35-58.
    32. Ryan, Robert M. & O’Toole, Conor M. & McCann, Fergal, 2014. "Does bank market power affect SME financing constraints?," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 495-505.
    33. Freixas, Xavier & Rochet, Jean-Charles & Parigi, Bruno M., 2003. "The lender of last resort: a 21st century approach," Working Paper Series 298, European Central Bank.
    34. Ferrando, Annalisa & Popov, Alexander & Udell, Gregory F., 2015. "Sovereign stress, unconventional monetary policy, and SME access to finance," Working Paper Series 1820, European Central Bank.
    35. Volosovych, Vadym, 2011. "Measuring financial market integration over the long run: Is there a U-shape?," Journal of International Money and Finance, Elsevier, vol. 30(7), pages 1535-1561.
    36. Alexander Popov, 2016. "Monetary Policy, Bank Capital, and Credit Supply: A Role for Discouraged and Informally Rejected Firms," International Journal of Central Banking, International Journal of Central Banking, vol. 12(1), pages 95-141, March.
    37. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    38. Leo de Haan & Jan Willem van den End & Philip Vermeulen, 2017. "Lenders on the storm of wholesale funding shocks: saved by the central bank?," Applied Economics, Taylor & Francis Journals, vol. 49(46), pages 4679-4703, October.
    39. Gupta, Rakesh & Guidi, Francesco, 2012. "Cointegration relationship and time varying co-movements among Indian and Asian developed stock markets," International Review of Financial Analysis, Elsevier, vol. 21(C), pages 10-22.
    40. Iyer, Rajkamal & Da-Rocha-Lopes, Samuel & Peydró, José-Luis & Schoar, Antoinette, 2014. "Interbank Liquidity Crunch and the Firm Credit Crunch: Evidence from the 2007-2009 Crisis," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 27(1), pages 347-372.
    41. Mitton, Todd, 2006. "Stock market liberalization and operating performance at the firm level," Journal of Financial Economics, Elsevier, vol. 81(3), pages 625-647, September.
    42. Santiago Carbó-Valverde & Francisco Rodríguez-Fernández & Gregory F. Udell, 2009. "Bank Market Power and SME Financing Constraints," Review of Finance, European Finance Association, vol. 13(2), pages 309-340.
    43. Vadym Volosovych, 2013. "Learning about Financial Market Integration from Principal Components Analysis," CESifo Economic Studies, CESifo, vol. 59(2), pages 360-391, June.
    44. Berger, Allen N & Udell, Gregory F, 1995. "Relationship Lending and Lines of Credit in Small Firm Finance," The Journal of Business, University of Chicago Press, vol. 68(3), pages 351-381, July.
    45. William N. Goetzmann & Lingfeng Li & K. Geert Rouwenhorst, 2005. "Long-Term Global Market Correlations," The Journal of Business, University of Chicago Press, vol. 78(1), pages 1-38, January.
    46. Gual, Jordi, 2004. "The Integration of EU Banking Markets," CEPR Discussion Papers 4212, C.E.P.R. Discussion Papers.
    47. Ralph De Haas & Neeltje Van Horen, 2013. "Running for the Exit? International Bank Lending During a Financial Crisis," Review of Financial Studies, Society for Financial Studies, vol. 26(1), pages 244-285.
    48. Enrica Detragiache & Thierry Tressel & Poonam Gupta, 2008. "Foreign Banks in Poor Countries: Theory and Evidence," Journal of Finance, American Finance Association, vol. 63(5), pages 2123-2160, October.
    49. Guillaume Andrieu & Raffaele Staglianò & Peter van Der Zwan, 2018. "Bank debt and trade credit for SMEs in Europe: firm-, industry-, and country-level determinants," Post-Print hal-02044268, HAL.
    50. Lorenz Emter & Martin Schmitz & Marcel Tirpák, 2019. "Cross-border banking in the EU since the crisis: What is driving the great retrenchment?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 155(2), pages 287-326, May.
    51. Lieven Baele & Annalisa Ferrando & Peter Hördahl & Elizaveta Krylova & Cyril Monnet, 2004. "Measuring financial integration in the euro area," Occasional Paper Series 14, European Central Bank.
    52. Andrew Ellul & Vijay Yerramilli, 2013. "Stronger Risk Controls, Lower Risk: Evidence from U.S. Bank Holding Companies," Journal of Finance, American Finance Association, vol. 68(5), pages 1757-1803, October.
    53. Stijn Claessens, 2019. "Fragmentation in global financial markets: good or bad for financial stability?," BIS Working Papers 815, Bank for International Settlements.
    54. 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.
    55. repec:oup:rfinst:v:26:y::i:1:p:244-285 is not listed on IDEAS
    56. Mark Freel & Sara Carter & Stephen Tagg & Colin Mason, 2012. "The latent demand for bank debt: characterizing “discouraged borrowers”," Small Business Economics, Springer, vol. 38(4), pages 399-418, May.
    57. Ferrando, Annalisa & Griesshaber, Nicolas, 2011. "Financing obstacles among euro area firms: Who suffers the most?," Working Paper Series 1293, European Central Bank.
    58. Mayordomo, Sergio & Abascal, María & Alonso, Tatiana & Rodriguez-Moreno, Maria, 2015. "Fragmentation in the European interbank market: Measures, determinants, and policy solutions," Journal of Financial Stability, Elsevier, vol. 16(C), pages 1-12.
    59. 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.
    60. 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.
    61. Popov, Alexander & Udell, Gregory F., 2012. "Cross-border banking, credit access, and the financial crisis," Journal of International Economics, Elsevier, vol. 87(1), pages 147-161.
    62. Wagenvoort, Rien J.L.M. & Ebner, André & Morgese Borys, Magdalena, 2011. "A factor analysis approach to measuring European loan and bond market integration," Journal of Banking & Finance, Elsevier, vol. 35(4), pages 1011-1025, April.
    63. Tom Caneghem & Geert Campenhout, 2012. "Quantity and quality of information and SME financial structure," Small Business Economics, Springer, vol. 39(2), pages 341-358, September.
    64. Rughoo, Aarti & Sarantis, Nicholas, 2012. "Integration in European retail banking: Evidence from savings and lending rates to non-financial corporations," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(5), pages 1307-1327.
    65. Jayasuriya, Shamila A., 2011. "Stock market correlations between China and its emerging market neighbors," Emerging Markets Review, Elsevier, vol. 12(4), pages 418-431.
    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. Ferrando, Annalisa & Popov, Alexander & Udell, Gregory F., 2017. "Sovereign stress and SMEs’ access to finance: Evidence from the ECB's SAFE survey," Journal of Banking & Finance, Elsevier, vol. 81(C), pages 65-80.
    2. Kallandranis, Christos & Anastasiou, Dimitrios & Drakos, Konstantinos, 2023. "Credit rationing prevalence for Eurozone firms," Journal of Business Research, Elsevier, vol. 158(C).
    3. Pietro Grandi & Caroline Ninou Bozou, 2023. "Bank Market Power and Access to Credit: Bank-Firm Level Evidence From the Euro Area," Journal of Financial Services Research, Springer;Western Finance Association, vol. 63(1), pages 63-90, February.
    4. Mallik, Girijasankar & Nguyen, Duc Nguyen & Chowdhury, Anis, 2022. "Does firm size really affect the outcome of loan applications?," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 806-820.
    5. Annalisa Ferrando & Alexander Popov & Gregory F. Udell, 2019. "Do SMEs Benefit from Unconventional Monetary Policy and How? Microevidence from the Eurozone," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(4), pages 895-928, June.
    6. Demoussis, Michael & Drakos, Konstantinos & Giannakopoulos, Nicholas, 2016. "The Impact of Sovereign Ratings on Eurozone SMEs Credit Rationing," MPRA Paper 76364, University Library of Munich, Germany.
    7. Michael Demoussis & Konstantinos Drakos & Nicholas Giannakopoulos, 2017. "The impact of sovereign ratings on euro zone SMEs’ credit rationing," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 44(5), pages 745-764, October.
    8. Song Zhang & Liang Han & Konstantinos Kallias & Antonios Kallias, 2021. "The value of in-person banking: evidence from U.S. small businesses," Review of Quantitative Finance and Accounting, Springer, vol. 57(4), pages 1393-1435, November.
    9. Reto Wernli & Andreas Dietrich, 2022. "Only the brave: improving self-rationing efficiency among discouraged Swiss SMEs," Small Business Economics, Springer, vol. 59(3), pages 977-1003, October.
    10. Marc Cowling & Weixi Liu & Raffaella Calabrese, 2022. "Has previous loan rejection scarred firms from applying for loans during Covid-19?," Small Business Economics, Springer, vol. 59(4), pages 1327-1350, December.
    11. Martinez Cillero, Maria & Lawless, Martina & O'Toole, Conor, 2019. "The determinants of SME capital structure across the lifecycle," Papers WP614, Economic and Social Research Institute (ESRI).
    12. Alexander Popov, 2016. "Monetary Policy, Bank Capital, and Credit Supply: A Role for Discouraged and Informally Rejected Firms," International Journal of Central Banking, International Journal of Central Banking, vol. 12(1), pages 95-141, March.
    13. Meslier, Céline & Sauviat, Alain & Yuan, Dian, 2020. "Comparative advantages of regional versus national banks in alleviating SME's financial constraints," International Review of Financial Analysis, Elsevier, vol. 71(C).
    14. David Aristei & Gabriele Angori, 2022. "Heterogeneity and state dependence in firms’ access to bank credit," Small Business Economics, Springer, vol. 59(1), pages 47-78, June.
    15. Gama, Ana Paula Matias & Duarte, Fábio Dias & Esperança, José Paulo, 2017. "Why discouraged borrowers exist? An empirical (re)examination from less developed countries," Emerging Markets Review, Elsevier, vol. 33(C), pages 19-41.
    16. Allen N. Berger & Tanakorn Makaew & Ms. Rima A Turk, 2018. "Who Pays for Financial Crises? Price and Quantity Rationing of Different Borrowers by Domestic and Foreign Banks," IMF Working Papers 2018/158, International Monetary Fund.
    17. Ana Mol-Gómez-Vázquez & Ginés Hernández-Cánovas & Johanna Koëter-Kant, 2019. "Bank market power and the intensity of borrower discouragement: analysis of SMEs across developed and developing European countries," Small Business Economics, Springer, vol. 53(1), pages 211-225, June.
    18. Ferrando, Annalisa & Popov, Alexander & Udell, Gregory F., 2015. "Sovereign stress, unconventional monetary policy, and SME access to finance," Working Paper Series 1820, European Central Bank.
    19. Wang, Xiaodong & Han, Liang & Huang, Xing, 2020. "Bank competition, concentration and EU SME cost of debt," International Review of Financial Analysis, Elsevier, vol. 71(C).
    20. Billio, M. & Donadelli, M. & Paradiso, A. & Riedel, M., 2017. "Which market integration measure?," Journal of Banking & Finance, Elsevier, vol. 76(C), pages 150-174.

    More about this item

    Keywords

    Financial fragmentation; Bank financing; Credit access; SMEs;
    All these keywords.

    JEL classification:

    • F36 - International Economics - - International Finance - - - Financial Aspects of Economic Integration
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • D25 - Microeconomics - - Production and Organizations - - - Intertemporal Firm Choice: Investment, Capacity, and Financing
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship

    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:kap:sbusec:v:57:y:2021:i:4:d:10.1007_s11187-020-00393-1. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.