IDEAS home Printed from https://ideas.repec.org/p/hal/journl/hal-03608829.html
   My bibliography  Save this paper

Bank leverage choices: A quantile analysis of French SMEs

Author

Listed:
  • Ramzi Benkraiem
  • Calin Gurau
  • Thi Hong Van Hoang
  • Amine Lahiani
  • Thuy Seran

    (MRM - Montpellier Research in Management - UPVM - Université Paul-Valéry - Montpellier 3 - UPVD - Université de Perpignan Via Domitia - Groupe Sup de Co Montpellier (GSCM) - Montpellier Business School - UM - Université de Montpellier)

Abstract

Using a large sample of 24,825 firm-year observations of French non-listed SMEs from 2003 to 2016, we investigate the drivers of SMEs' bank leverage choices. To do so, we use a quantile regression modeling in distinguishing between different quantiles of the bank leverage distribution. Furthermore, we apply this approach for three different sub-periods in order to investigate the impact of the global financial crisis. The analysis leads to several interesting findings. In particular, they reveal that drivers of the bank leverage level vary in function of the bank leverage distribution and of time. These results contribute to clarify the mixed results of previous research in this field. They also show indicate that the pecking order theory is suitable to French SMEs for which the performance is the most important determinant of the banking leverage.

Suggested Citation

  • Ramzi Benkraiem & Calin Gurau & Thi Hong Van Hoang & Amine Lahiani & Thuy Seran, 2021. "Bank leverage choices: A quantile analysis of French SMEs," Post-Print hal-03608829, HAL.
    • Handle: RePEc:hal:journl:hal-03608829
    DOI: 10.1504/IJESB.2021.117348
    Note: View the original document on HAL open archive server: https://hal.science/hal-03608829
    as

    Download full text from publisher

    File URL: https://hal.science/hal-03608829/document
    Download Restriction: no
    File URL: https://libkey.io/10.1504/IJESB.2021.117348?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
    ---><---

    References listed on IDEAS

    as
    1. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    2. 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.
    3. 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.
    4. D. Balios & N. Daskalakis & N. Eriotis & D. Vasiliou, 2016. "SMEs capital structure determinants during severe economic crisis: The case of Greece," Cogent Economics & Finance, Taylor & Francis Journals, vol. 4(1), pages 1145535-114, December.
    5. Kraemer-Eis, Helmut & Lang, Frank & Torfs, Wouter & Gvetadze, Salome, 2016. "European Small Business Finance Outlook: June 2016," EIF Working Paper Series 2016/35, European Investment Fund (EIF).
    6. Bradley, Michael & Jarrell, Gregg A & Kim, E Han, 1984. "On the Existence of an Optimal Capital Structure: Theory and Evidence," Journal of Finance, American Finance Association, vol. 39(3), pages 857-878, July.
    7. Brennan, Michael J & Schwartz, Edwardo S, 1978. "Corporate Income Taxes, Valuation, and the Problem of Optimal Capital Structure," The Journal of Business, University of Chicago Press, vol. 51(1), pages 103-114, January.
    8. Nathalie Gardès & Karim Machat, 2013. "Pour une approche innovante du financement relationnel en PME," Innovations, De Boeck Université, vol. 0(1), pages 83-99.
    9. ShiXue He & Marcel Ausloos, 2017. "Impact of the Global Crisis on SME Internal vs. External Financing in China," Papers 1707.06635, arXiv.org.
    10. Greenwald, Bruce & Stiglitz, Joseph E & Weiss, Andrew, 1984. "Informational Imperfections in the Capital Market and Macroeconomic Fluctuations," American Economic Review, American Economic Association, vol. 74(2), pages 194-199, May.
    11. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    12. Oliver Hart & John Moore, 1994. "A Theory of Debt Based on the Inalienability of Human Capital," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 841-879.
    13. Elsas, Ralf & Krahnen, Jan Pieter, 2002. "Collateral, relationship lending and financial distress: An empirical study on financial contracting," CFS Working Paper Series 2002/17, Center for Financial Studies (CFS).
    14. repec:bla:jfinan:v:43:y:1988:i:1:p:1-19 is not listed on IDEAS
    15. James S. Ang, 1992. "On the Theory of Finance for Privately Held Firms," Journal of Entrepreneurial Finance, Pepperdine University, Graziadio School of Business and Management, vol. 1(3), pages 185-203, Spring.
    16. Sharpe, Steven A, 1990. "Asymmetric Information, Bank Lending, and Implicit Contracts: A Stylized Model of Customer Relationships," Journal of Finance, American Finance Association, vol. 45(4), pages 1069-1087, September.
    17. DeAngelo, Harry & Masulis, Ronald W., 1980. "Optimal capital structure under corporate and personal taxation," Journal of Financial Economics, Elsevier, vol. 8(1), pages 3-29, March.
    18. repec:eme:mfppss:v:40:y:2014:i:12:p:1159-1174 is not listed on IDEAS
    19. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    20. Kraemer-Eis, Helmut & Lang, Frank & Torfs, Wouter & Gvetadze, Salome, 2016. "European Small Business Finance Outlook: December 2016," EIF Working Paper Series 2016/37, European Investment Fund (EIF).
    21. Beck, Thorsten & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2008. "Financing patterns around the world: Are small firms different?," Journal of Financial Economics, Elsevier, vol. 89(3), pages 467-487, September.
    22. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    23. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    24. James S. Ang, 1991. "Small Business Uniqueness and the Theory of Financial Management," Journal of Entrepreneurial Finance, Pepperdine University, Graziadio School of Business and Management, vol. 1(1), pages 1-13, Spring.
    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. Van Campenhout, Geert & Van Caneghem, Tom, 2009. "Information Availability, Information Quality and the Financial Structure of Belgian SME's," Working Papers 2009/27, Hogeschool-Universiteit Brussel, Faculteit Economie en Management.
    2. 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.
    3. Francisco Sogorb- Mira, 2002. "How Sme Uniqueness Affects Capital Structure: Evidence From A 1994-1998 Spanish Data Panel," Working Papers. Serie EC 2002-18, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
    4. Mateev, Miroslav & Poutziouris, Panikkos & Ivanov, Konstantin, 2013. "On the determinants of SME capital structure in Central and Eastern Europe: A dynamic panel analysis," Research in International Business and Finance, Elsevier, vol. 27(1), pages 28-51.
    5. Zélia Serrasqueiro & Manuel Armada & Paulo Nunes, 2011. "Pecking Order Theory versus Trade-Off Theory: are service SMEs’ capital structure decisions different?," Service Business, Springer;Pan-Pacific Business Association, vol. 5(4), pages 381-409, December.
    6. Sardo, Filipe & Serrasqueiro, Zélia & Armada, Manuel Rocha, 2022. "The importance of owner loans for rebalancing the capital structure of small knowledge-intensive service firms," Research in International Business and Finance, Elsevier, vol. 61(C).
    7. Francisco Sogorb- Mira & José Lopez- Gracia, 2003. "Pecking Order Versus Trade-Off: An Empirical Approach To The Small And Medium Enterprise Capital Structure," Working Papers. Serie EC 2003-09, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
    8. José López-Gracia & Francisco Sogorb-Mira, 2008. "Testing trade-off and pecking order theories financing SMEs," Small Business Economics, Springer, vol. 31(2), pages 117-136, August.
    9. Le, Hoang Duc & Viet, Nguyen Quang & Anh, Nguyen Huaong, 2021. "Trade-Off Theory and Pecking Order Theory: Evidence from Real Estate Companies in Vietnam," OSF Preprints hc6ne, Center for Open Science.
    10. Hans Degryse & Peter Goeij & Peter Kappert, 2012. "The impact of firm and industry characteristics on small firms’ capital structure," Small Business Economics, Springer, vol. 38(4), pages 431-447, May.
    11. Iván Arribas & Emili Tortosa-Ausina & TingTing Zhu, 2021. "Optimal capital structure, model uncertainty, and European SMEs," Working Papers 2021/11, Economics Department, Universitat Jaume I, Castellón (Spain).
    12. Cardone Riportella, Clara & Casasola, María José, 2003. "What do we know about the financial behaviour of the Spanish SME?: an empirical analysis," DEE - Working Papers. Business Economics. WB wb033708, Universidad Carlos III de Madrid. Departamento de Economía de la Empresa.
    13. D. Balios & N. Daskalakis & N. Eriotis & D. Vasiliou, 2016. "SMEs capital structure determinants during severe economic crisis: The case of Greece," Cogent Economics & Finance, Taylor & Francis Journals, vol. 4(1), pages 1145535-114, December.
    14. Rana El Bahsh & Ali Alattar & Aziz N. Yusuf, 2018. "Firm, Industry and Country Level Determinants of Capital Structure: Evidence from Jordan," International Journal of Economics and Financial Issues, Econjournals, vol. 8(2), pages 175-190.
    15. Sanjiva Prasad & Christopher J. Green & Victor Murinde, 2005. "Company Financial Structure: A Survey and Implications for Developing Economies," Chapters, in: Christopher J. Green & Colin Kirkpatrick & Victor Murinde (ed.), Finance and Development, chapter 12, Edward Elgar Publishing.
    16. Miguel Acedo-Ramírez & Juan Ayala-Calvo & José Rodríguez-Osés, 2013. "Capital structure of small companies in the Spanish footwear sector: relevant factors," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 4(2), pages 155-173, June.
    17. Clemente-Almendros, José A. & Sogorb-Mira, Francisco, 2018. "Costs of debt, tax benefits and a new measure of non-debt tax shields: examining debt conservatism in Spanish listed firms," Revista de Contabilidad - Spanish Accounting Review, Elsevier, vol. 21(2), pages 162-175.
    18. Degryse, H.A. & de Goeij, P. C. & Kappert, P., 2009. "The Impact of Firm and Industry Characteristics on Small Firms' Capital Structure : Evidence from Dutch Panel Data," Discussion Paper 2009-21, Tilburg University, Center for Economic Research.
    19. Satish Kumar & Riya Sureka & Sisira Colombage, 2020. "Capital structure of SMEs: a systematic literature review and bibliometric analysis," Management Review Quarterly, Springer, vol. 70(4), pages 535-565, November.
    20. Maria Psillaki & Nikolaos Daskalakis, 2009. "Are the determinants of capital structure country or firm specific?," Small Business Economics, Springer, vol. 33(3), pages 319-333, October.

    More about this item

    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:hal:journl:hal-03608829. 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: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .

    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.