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Financing Efficiency and Influencing Factors of High-Tech Small and Medium-Sized Enterprises of Information Technology Industry in the China Yangtze River Delta

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  • Wei Xu
  • Mengting Zhang
  • Feng Wang

Abstract

High-tech small and medium-sized enterprises (high-tech SMEs) play a driving role in the economic transformation of the China Yangtze River Delta. However, comparatively little research and attention has been paid to evaluating the financing efficiency and investigating both external and internal influencing factors on financing efficiency based on the information of these enterprises. This study evaluates the financing efficiencies in a homogeneous environment of high-tech SMEs of information technology industry in the China Yangtze River Delta for the period 2014 to 2020 employing the panel three-stage Data Envelopment Analysis model. We have concluded that the financing technical efficiency presents a U-shaped trend from 2014 to 2020, at a moderate level due to the low pure technical efficiency; financing efficiency shows different spatial distribution patterns; most decision-making units are in the quasi-relatively inefficient range, while only a minority are at the efficiency frontier. Furthermore, the external and internal environmental factors are investigated based on Panel Stochastic Frontier Analysis and Tobit model. According to the empirical results, the optimization of the financial and technical environment contributes to financing efficiency; by contrast, a good economic and policy environment appears to restrict it; internal environmental factors such as growth ability, debt solvency, and the average age of managers have significant impacts on financing efficiency.

Suggested Citation

  • Wei Xu & Mengting Zhang & Feng Wang, 2023. "Financing Efficiency and Influencing Factors of High-Tech Small and Medium-Sized Enterprises of Information Technology Industry in the China Yangtze River Delta," SAGE Open, , vol. 13(4), pages 21582440231, October.
  • Handle: RePEc:sae:sagope:v:13:y:2023:i:4:p:21582440231201704
    DOI: 10.1177/21582440231201704
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    1. Mingchen Sun & Raffaella Calabrese & Claudia Girardone, 2021. "What affects bank debt rejections? Bank lending conditions for UK SMEs," The European Journal of Finance, Taylor & Francis Journals, vol. 27(6), pages 537-563, April.
    2. Shixian Ling & Tianyue Pei & Zhaohui Li & Zhiping Zhang, 2021. "Impact of COVID-19 on Financial Constraints and the Moderating Effect of Financial Technology," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(6), pages 1675-1688, May.
    3. Beck, T.H.L. & Demirgüc-Kunt, A. & Martinez Peria, M., 2011. "Banking financing for SME's : Evidence across countries and bank ownership types," Other publications TiSEM c4d491c9-2cc6-40f6-ad55-a, Tilburg University, School of Economics and Management.
    4. Gungoraydinoglu, Ali & Çolak, Gönül & Öztekin, Özde, 2017. "Political environment, financial intermediation costs, and financing patterns," Journal of Corporate Finance, Elsevier, vol. 44(C), pages 167-192.
    5. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    6. Farid Ullah & Ma Degong & Muhammad Anwar & Saddam Hussain & Rizwan Ullah, 2021. "Supportive tactics for innovative and sustainability performance in emerging SMEs," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-31, December.
    7. Jin, Yi & Gao, Xiaoyan & Wang, Min, 2021. "The financing efficiency of listed energy conservation and environmental protection firms: Evidence and implications for green finance in China," Energy Policy, Elsevier, vol. 153(C).
    8. Tuomas Takalo & Tanja Tanayama, 2010. "Adverse selection and financing of innovation: is there a need for R&D subsidies?," The Journal of Technology Transfer, Springer, vol. 35(1), pages 16-41, February.
    9. Victor Motta, 2020. "Lack of access to external finance and SME labor productivity: does project quality matter?," Small Business Economics, Springer, vol. 54(1), pages 119-134, January.
    10. Khurana, Inder K. & Martin, Xiumin & Pereira, Raynolde, 2020. "Financial Development and the Cash Flow Sensitivity of Cash - CORRIGENDUM," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(3), pages 1061-1062, May.
    11. Emma Galli & Danilo V. Mascia & Stefania P. S. Rossi, 2020. "Bank credit constraints for women‐led SMEs: Self‐restraint or lender bias?," European Financial Management, European Financial Management Association, vol. 26(4), pages 1147-1188, September.
    12. Thorsten Beck & Asli Demirgüç-Kunt & María Pería, 2011. "Bank Financing for SMEs: Evidence Across Countries and Bank Ownership Types," Journal of Financial Services Research, Springer;Western Finance Association, vol. 39(1), pages 35-54, April.
    13. Radeef Chundakkadan & Subash Sasidharan, 2022. "Gender gap and access to finance: A cross‐country analysis," Review of Development Economics, Wiley Blackwell, vol. 26(1), pages 180-207, February.
    14. 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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