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Impact of market-based finance on SMEs failure

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  • Gupta, Jairaj
  • Gregoriou, Andros

Abstract

Capital Market-Based financing for Small and Medium-sized Enterprises (SMEs) is increasingly viewed as complementary to traditional bank-based financing for SMEs. In response, policymakers are recognising the need for better access of SMEs to capital markets and are making efforts to remove major impediments to their participation in capital markets. Thus, SMEs listed on stock exchanges benefit from better access to finance and reduced information asymmetry than their unlisted counterparts. This in turn shall lead to lower failure likelihood of listed SMEs. In this study, we empirically test this hypothesis and report that listed SMEs enjoy a lower likelihood of financial distress and bankruptcy than their unlisted counterparts. Although factors affecting financial distress of both listed and unlisted SMEs are almost identical, Average Marginal Effects of respective factors are strikingly higher for their unlisted counterparts. This suggests a higher vulnerability of unlisted SMEs due to changes in financial ratios. Due to the extremely low number of legal bankruptcy events, our hypothesis finds weak support when bankruptcy is used as the dependent variable in the regression analysis. Broadly, our findings support the view that stock exchange listing can relieve SMEs from external financing constraints, thus reducing their failure likelihood.

Suggested Citation

  • Gupta, Jairaj & Gregoriou, Andros, 2018. "Impact of market-based finance on SMEs failure," Economic Modelling, Elsevier, vol. 69(C), pages 13-25.
  • Handle: RePEc:eee:ecmode:v:69:y:2018:i:c:p:13-25
    DOI: 10.1016/j.econmod.2017.09.004
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    1. Inessa Love & María Soledad Martínez Pería, 2015. "How Bank Competition Affects Firms' Access to Finance," The World Bank Economic Review, World Bank, vol. 29(3), pages 413-448.
    2. John Y. Campbell & Jens Hilscher & Jan Szilagyi, 2008. "In Search of Distress Risk," Journal of Finance, American Finance Association, vol. 63(6), pages 2899-2939, December.
    3. S-M Lin & J Ansell & G Andreeva, 2012. "Predicting default of a small business using different definitions of financial distress," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 63(4), pages 539-548, April.
    4. 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.
    5. 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.
    6. Lee, Neil & Sameen, Hiba & Cowling, Marc, 2015. "Access to finance for innovative SMEs since the financial crisis," Research Policy, Elsevier, vol. 44(2), pages 370-380.
    7. Bassetto, Camila F. & Kalatzis, Aquiles E.G., 2011. "Financial distress, financial constraint and investment decision: Evidence from Brazil," Economic Modelling, Elsevier, vol. 28(1), pages 264-271.
    8. Edward I. Altman & Gabriele Sabato, 2013. "MODELING CREDIT RISK FOR SMEs: EVIDENCE FROM THE US MARKET," World Scientific Book Chapters, in: Oliviero Roggi & Edward I Altman (ed.), Managing and Measuring Risk Emerging Global Standards and Regulations After the Financial Crisis, chapter 9, pages 251-279, World Scientific Publishing Co. Pte. Ltd..
    9. Blazy, Régis & Deffains, Bruno & Umbhauer, Gisèle & Weill, Laurent, 2013. "Severe or gentle bankruptcy law: Which impact on investing and financing decisions?," Economic Modelling, Elsevier, vol. 34(C), pages 129-144.
    10. 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.
    11. Bassetto, Camila F. & Kalatzis, Aquiles E.G., 2011. "Financial distress, financial constraint and investment decision: Evidence from Brazil," Economic Modelling, Elsevier, vol. 28(1-2), pages 264-271, January.
    12. Oya Pinar Ardic & Nataliya Mylenko & Valentina Saltane, 2012. "Access to Finance by Small and Medium Enterprises: a Cross-Country Analysis with A New Data Set," Pacific Economic Review, Wiley Blackwell, vol. 17(4), pages 491-513, October.
    13. Veronique Vermoesen & Marc Deloof & Eddy Laveren, 2013. "Long-term debt maturity and financing constraints of SMEs during the Global Financial Crisis," Small Business Economics, Springer, vol. 41(2), pages 433-448, August.
    14. Mario Cleves & William W. Gould & Roberto G. Gutierrez & Yulia Marchenko, 2010. "An Introduction to Survival Analysis Using Stata," Stata Press books, StataCorp LP, edition 3, number saus3, March.
    15. Sofie Balcaen & Sophie Manigart & Jozefien Buyze & Hubert Ooghe, 2012. "Firm exit after distress: differentiating between bankruptcy, voluntary liquidation and M&A," Small Business Economics, Springer, vol. 39(4), pages 949-975, November.
    16. Gao, Xiaohui & Ritter, Jay R. & Zhu, Zhongyan, 2013. "Where Have All the IPOs Gone?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 48(6), pages 1663-1692, December.
    17. Shumway, Tyler, 2001. "Forecasting Bankruptcy More Accurately: A Simple Hazard Model," The Journal of Business, University of Chicago Press, vol. 74(1), pages 101-124, January.
    18. Santiago Carbó‐Valverde & Francisco Rodríguez‐Fernández & Gregory F. Udell, 2016. "Trade Credit, the Financial Crisis, and SME Access to Finance," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(1), pages 113-143, February.
    19. Annalisa Ferrando & Emmanouil Mavrakis, 2017. "Non-Bank Financing for Euro Area Companies During the Crisis," Palgrave Macmillan Studies in Banking and Financial Institutions, in: Stefania Rossi (ed.), Access to Bank Credit and SME Financing, chapter 1, pages 3-28, Palgrave Macmillan.
    20. Jairaj Gupta & Andros Gregoriou & Jerome Healy, 2015. "Forecasting bankruptcy for SMEs using hazard function: To what extent does size matter?," Review of Quantitative Finance and Accounting, Springer, vol. 45(4), pages 845-869, November.
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    Cited by:

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    2. Francesco Ciampi & Alessandro Giannozzi & Giacomo Marzi & Edward I. Altman, 2021. "Rethinking SME default prediction: a systematic literature review and future perspectives," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(3), pages 2141-2188, March.
    3. Ștefan Cristian Gherghina & Mihai Alexandru Botezatu & Alexandra Hosszu & Liliana Nicoleta Simionescu, 2020. "Small and Medium-Sized Enterprises (SMEs): The Engine of Economic Growth through Investments and Innovation," Sustainability, MDPI, vol. 12(1), pages 1-22, January.
    4. Román-Aso, Juan A. & Coca Villalba, Fernando & Mastral Franks, Vanessa & Bosch Frigola, Irene, 2021. "Using Principal Component Analysis to create an index of financial conditions in Spain. Differences by firm size and industry," EconStor Preprints 234038, ZBW - Leibniz Information Centre for Economics.
    5. Yang Yang & Xuezheng Chen & Jing Gu & Hamido Fujita, 2019. "Alleviating Financing Constraints of SMEs through Supply Chain," Sustainability, MDPI, vol. 11(3), pages 1-19, January.
    6. Cui, Weihan & Cuong, Ly Kim & Shimizu, Katsutoshi, 2020. "Cash policy and the bank-firm relationship," Economic Modelling, Elsevier, vol. 91(C), pages 804-818.
    7. Kaya, Orcun, 2022. "Determinants and consequences of SME insolvency risk during the pandemic," Economic Modelling, Elsevier, vol. 115(C).
    8. Georgios A. Savvakis & Dimitris Kenourgios & Theofanis Papageorgiou, 2021. "To EMU or not to EMU: Can TFP “provoke” the capital structure puzzle of SMEs?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 2595-2611, April.
    9. Askoldas Podviezko & Ralph Kurschus & Giedre Lapinskiene, 2019. "Eliciting Weights of Significance of Criteria for a Monitoring Model of Performance of SMEs for Successful Insolvency Administrator’s Intervention," Sustainability, MDPI, vol. 11(20), pages 1-16, October.
    10. Gaganis, Chrysovalantis & Pasiouras, Fotios & Voulgari, Fotini, 2019. "Culture, business environment and SMEs' profitability: Evidence from European Countries," Economic Modelling, Elsevier, vol. 78(C), pages 275-292.
    11. Yang Songling & Muhammad Ishtiaq & Muhammad Anwar & Hamid Ahmed, 2018. "The Role of Government Support in Sustainable Competitive Position and Firm Performance," Sustainability, MDPI, vol. 10(10), pages 1-17, September.

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    More about this item

    Keywords

    Financial distress; Small and medium-sized enterprises; SMEs; Bankruptcy; Credit risk;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation

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