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Sources of SMEs Financing and Their Impact on Economic Growth across the European Union: Insights from a Panel Data Study Spanning Sixteen Years

Author

Listed:
  • Larissa M. Batrancea

    (Department of Business, Babeş-Bolyai University, 7 Horea Street, 400174 Cluj-Napoca, Romania)

  • Mehmet Ali Balcı

    (Department of Mathematics, Muğla Sıtkı Koçman University, Muğla 48000, Turkey)

  • Leontina Chermezan

    (Department of Economics and Business Administration, Babeş-Bolyai University, 58–60 Teodor Mihali Street, 400591 Cluj-Napoca, Romania)

  • Ömer Akgüller

    (Department of Mathematics, Muğla Sıtkı Koçman University, Muğla 48000, Turkey)

  • Ema Speranta Masca

    (Faculty of Economics and Law, “George Emil Palade” University of Medicine, Pharmacy, Science and Technology of Targu Mures, 38 Gheorghe Marinescu Street, 540566 Targu Mures, Romania)

  • Lucian Gaban

    (Faculty of Economics, “1 Decembrie 1918” University of Alba Iulia, 15–17 Unirii Street, 510009 Alba Iulia, Romania)

Abstract

Getting access to sufficient funding is the keystone for the development of any business, but especially for small and medium enterprises (SMEs). These economic entities are crucial players in the global economy since they include almost 90% of companies, provide jobs for nearly 50% of the global workforce, and enhance long-term economic growth. In this context, our study explores important sources concerning the financing of small and medium enterprises and their impact on economic growth during the period 2005–2020 with data from SMEs covering the 28 countries belonging to the European Union. The set of predictors included Strength of legal rights index, Days sales outstanding, Bad debt loss, Interest rate, Bank support, Business angels, Private lenders, and Public support. The set of dependent variables included Cost of loans, Equity fund, GDP growth rate, and Value added growth rate. Our methodological approach was complex, it considered a panel data analysis with a first-difference generalized method of moments estimator and a multiplex time series analysis. The novelty of the study resides in combining the two methods in order to investigate significant drivers of economic growth across the EU. Empirical results showed that economic growth was mainly triggered by predictors such as Interest rate, Business angels, Bank support, and Public support. Moreover, the valuable mathematical insights elicited by the multiplex time series analysis suggested that European economies cooperated intensively through SME activities. Based on our empirical results, national and regional authorities should enact adequate policies to support business endeavors of small and medium enterprises.

Suggested Citation

  • Larissa M. Batrancea & Mehmet Ali Balcı & Leontina Chermezan & Ömer Akgüller & Ema Speranta Masca & Lucian Gaban, 2022. "Sources of SMEs Financing and Their Impact on Economic Growth across the European Union: Insights from a Panel Data Study Spanning Sixteen Years," Sustainability, MDPI, vol. 14(22), pages 1-18, November.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:22:p:15318-:d:976509
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    References listed on IDEAS

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    1. Mina, Andrea & Minin, Alberto Di & Martelli, Irene & Testa, Giuseppina & Santoleri, Pietro, 2021. "Public funding of innovation: Exploring applications and allocations of the European SME Instrument," Research Policy, Elsevier, vol. 50(1).
    2. Larissa M. Batrancea, 2022. "Determinants of Economic Growth across the European Union: A Panel Data Analysis on Small and Medium Enterprises," Sustainability, MDPI, vol. 14(8), pages 1-17, April.
    3. Hossain, Monzur & Yoshino, Naoyuki & Taghizadeh-Hesary, Farhad, 2021. "Optimal branching strategy, local financial development, and SMEs’ performance," Economic Modelling, Elsevier, vol. 96(C), pages 421-432.
    4. Hasan, Iftekhar & Jackowicz, Krzysztof & Jagiełło, Robert & Kowalewski, Oskar & Kozłowski, Łukasz, 2021. "Local banks as difficult-to-replace SME lenders: Evidence from bank corrective programs," Journal of Banking & Finance, Elsevier, vol. 123(C).
    5. Anna Maria D’Arcangelis & Giulia Rotundo, 2016. "Complex Networks in Finance," Lecture Notes in Economics and Mathematical Systems, in: Pasquale Commendatore & Mariano Matilla-García & Luis M. Varela & Jose S. Cánovas (ed.), Complex Networks and Dynamics, pages 209-235, Springer.
    6. Xiaodong Wang & Liang Han & Xing Huang & Biao Mi, 2021. "The financial and operational impacts of European SMEs’ use of trade credit as a substitute for bank credit," The European Journal of Finance, Taylor & Francis Journals, vol. 27(8), pages 796-825, May.
    7. Mkhaiber, Achraf & Werner, Richard A., 2021. "The relationship between bank size and the propensity to lend to small firms: New empirical evidence from a large sample," Journal of International Money and Finance, Elsevier, vol. 110(C).
    8. Xiang Deng & Zhi Huang & Xiang Cheng, 2019. "FinTech and Sustainable Development: Evidence from China Based on P2P Data," Sustainability, MDPI, vol. 11(22), pages 1-19, November.
    9. Bashir Ahmed Maow, 2021. "The Impact of Small and Medium Enterprises (SMEs) on Economic Growth and Job Creation in Somalia," Journal of Economic Policy Researches, Istanbul University, Faculty of Economics, vol. 8(1), pages 45-56, January.
    10. Dervis Kirikkaleli, 2020. "Does political risk matter for economic and financial risks in Venezuela?," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 9(1), pages 1-10, December.
    11. 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.
    12. Derek Eldridge & Tahir M. Nisar & Mariateresa Torchia, 2021. "What impact does equity crowdfunding have on SME innovation and growth? An empirical study," Small Business Economics, Springer, vol. 56(1), pages 105-120, January.
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