IDEAS home Printed from https://ideas.repec.org/a/eee/finlet/v41y2021ics1544612320316214.html
   My bibliography  Save this article

Self-Rationing in European Businesses: Evidence from Survey Analysis

Author

Listed:
  • Kallandranis, Christos
  • Drakos, Konstantinos

Abstract

By employing the SAFE survey data set where the credit access trend is observed directly, we explore the so-called discouraged type of borrowers. This category was largely omitted by the traditional credit rationing literature. Incorporating two possible proxies, size and age, which are affecting seeking and access to finance, we provide evidence that both are relevant to the likelihood of discouragement. In particular, size reveals a monotonic drop while age an inverse U relationship with discouragement rates. Discouragement is also strongly affected by overall country conditions.

Suggested Citation

  • Kallandranis, Christos & Drakos, Konstantinos, 2021. "Self-Rationing in European Businesses: Evidence from Survey Analysis," Finance Research Letters, Elsevier, vol. 41(C).
    • Handle: RePEc:eee:finlet:v:41:y:2021:i:c:s1544612320316214
    DOI: 10.1016/j.frl.2020.101807
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1544612320316214
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.frl.2020.101807?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. Robert Carpenter & Laura Rondi, 2000. "Italian Corporate Governance, Investment, and Finance," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 27(4), pages 365-388, December.
    2. 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.
    3. 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.
    4. Marc Cowling & Weixi Liu & Maria Minniti & Ning Zhang, 2016. "UK credit and discouragement during the GFC," Small Business Economics, Springer, vol. 47(4), pages 1049-1074, December.
    5. Chakravarty, Sugato & Xiang, Meifang, 2013. "The international evidence on discouraged small businesses," Journal of Empirical Finance, Elsevier, vol. 20(C), pages 63-82.
    6. Avery, Robert B. & Bostic, Raphael W. & Samolyk, Katherine A., 1998. "The role of personal wealth in small business finance," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 1019-1061, August.
    7. 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.
    8. Anoosheh Rostamkalaei & Miwako Nitani & Allan Riding, 2020. "Borrower discouragement: the role of informal turndowns," Small Business Economics, Springer, vol. 54(1), pages 173-188, January.
    9. Audretsch, David B. & Elston, Julie Ann, 2002. "Does firm size matter? Evidence on the impact of liquidity constraints on firm investment behavior in Germany," International Journal of Industrial Organization, Elsevier, vol. 20(1), pages 1-17, January.
    10. Ken S. Cavalluzzo, 2002. "Competition, Small Business Financing, and Discrimination: Evidence from a New Survey," The Journal of Business, University of Chicago Press, vol. 75(4), pages 641-680, October.
    11. Kon, Y & Storey, D J, 2003. "A Theory of Discouraged Borrowers," Small Business Economics, Springer, vol. 21(1), pages 37-49, August.
    12. 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.
    13. Fabio Schiantarelli & Xiaoqiang Hu, 1994. "Investment and Financing Constraints: A Switching Regression Approach Using U.S. Firm Panel Data," Boston College Working Papers in Economics 284., Boston College Department of Economics.
    14. Levenson, Alec R & Willard, Kristen L, 2000. "Do Firms Get the Financing They Want? Measuring Credit Rationing Experienced by Small Business in the U.S," Small Business Economics, Springer, vol. 14(2), pages 83-94, March.
    15. Mac an Bhaird, Ciarán & Vidal, Javier Sanchez & Lucey, Brian, 2016. "Discouraged borrowers: Evidence for Eurozone SMEs," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 44(C), pages 46-55.
    16. 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.
    17. Audretsch, David B. & Elston, Julie Ann, 2002. "Does firm size matter? Evidence on the impact of liquidity constraints on firm investment behavior in Germany," International Journal of Industrial Organization, Elsevier, vol. 20(1), pages 1-17, January.
    18. 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.
    19. Farinha, Luísa & Félix, Sónia, 2015. "Credit rationing for Portuguese SMEs," Finance Research Letters, Elsevier, vol. 14(C), pages 167-177.
    20. Oliner, Stephen D & Rudebusch, Glenn D, 1992. "Sources of the Financing Hierarchy for Business Investment," The Review of Economics and Statistics, MIT Press, vol. 74(4), pages 643-654, November.
    21. Tullio Jappelli, 1990. "Who is Credit Constrained in the U. S. Economy?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(1), pages 219-234.
    22. Chan, Yuk-Shee & Kanatas, George, 1985. "Asymmetric Valuations and the Role of Collateral in Loan Agreements," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(1), pages 84-95, February.
    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. Kallandranis, Christos & Anastasiou, Dimitrios & Drakos, Konstantinos, 2023. "Credit rationing prevalence for Eurozone firms," Journal of Business Research, Elsevier, vol. 158(C).
    2. Anastasiou, Dimitris & Kallandranis, Christos & Drakos, Konstantinos, 2022. "Borrower discouragement prevalence for Eurozone SMEs: Investigating the impact of economic sentiment," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 161-171.
    3. Drakos, Konstantinos & Giannakopoulos, Nicholas, 2011. "On the determinants of credit rationing: Firm-level evidence from transition countries," Journal of International Money and Finance, Elsevier, vol. 30(8), pages 1773-1790.
    4. Ross Brown & José M. Liñares-Zegarra & John O.S. Wilson, 2022. "Innovation and borrower discouragement in SMEs," Small Business Economics, Springer, vol. 59(4), pages 1489-1517, December.
    5. 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.
    6. Naegels, Vanessa & Mori, Neema & D'Espallier, Bert, 2022. "The process of female borrower discouragement," Emerging Markets Review, Elsevier, vol. 50(C).
    7. 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.
    8. Saibal Ghosh, 2023. "Gender and discouraged borrowers: Evidence from India," Journal of International Development, John Wiley & Sons, Ltd., vol. 35(7), pages 1731-1752, October.
    9. 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.
    10. Hang Thu Nguyen & Hiep Manh Nguyen & Michael Troege & Anh T. H. Nguyen, 2021. "Debt aversion, education, and credit self-rationing in SMEs," Small Business Economics, Springer, vol. 57(3), pages 1125-1143, October.
    11. Szabó, Zsolt, 2019. "Elbátortalanodott hiteligénylők a vállalati szektorban [Discouraged borrowers in the corporate sector]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(11), pages 1145-1186.
    12. 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.
    13. Gabriele Angori & David Aristei, 2020. "Heterogeneity and state dependence in firms’ access to credit: Microevidence from the euro area," SEEDS Working Papers 0220, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Feb 2020.
    14. Mustafa Caglayan & Oleksandr Talavera & Lin Xiong & Jing Zhang, 2022. "What does not kill us makes us stronger: the story of repetitive consumer loan applications," The European Journal of Finance, Taylor & Francis Journals, vol. 28(1), pages 46-65, January.
    15. 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.
    16. Bertrand, Jérémie & Mazza, Paolo, 2022. "Borrowers’ discouragement and creditor information," International Review of Law and Economics, Elsevier, vol. 72(C).
    17. 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.
    18. Chala, Alemu Tulu & Forssbaeck, Jens, 2018. "Does Collateral Reduce Loan-Size Credit Rationing? Survey Evidence," Working Papers 2018:36, Lund University, Department of Economics.
    19. Anoosheh Rostamkalaei & Miwako Nitani & Allan Riding, 2020. "Borrower discouragement: the role of informal turndowns," Small Business Economics, Springer, vol. 54(1), pages 173-188, January.
    20. Bertrand, Jérémie & Delanghe, Marieke & Klein, Paul-Olivier, 2023. "Does relationship lending help firms to ask for credit? European cross-country evidence," Economic Modelling, Elsevier, vol. 124(C).

    More about this item

    Keywords

    Small Business Lending; Loans; Rationing; Discouraged Borrowers; Survey Data;
    All these keywords.

    JEL classification:

    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General

    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:eee:finlet:v:41:y:2021:i:c:s1544612320316214. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/frl .

    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.