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Supply chain finance and innovation efficiency: An empirical analysis based on manufacturing SMEs

Author

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  • Qiang Wang
  • Shichao Yuan
  • Dragana Ostic
  • Liujun Pan

Abstract

This paper firstly demonstrates the positive and negative effects of supply chain finance on the innovation efficiency of China’s small and medium-sized enterprises (SMEs) in the manufacturing industry from the theoretical point of view. Based on the data of 267 manufacturing companies in China Growth Enterprise Market from 2015 to 2019, the DEA-SBM method was used to measure the comprehensive innovation efficiency of different companies, and it was further decomposed into technological innovation efficiency and organizational innovation efficiency. Afterwards, it conducts an empirical analysis through the double fixed effect model, and explores the difference in the impact of supply chain finance on innovation efficiency in enterprises with different industries and different property rights. The results show that supply chain financial services have a strong positive impact on the comprehensive innovation efficiency, technological innovation efficiency and organizational innovation efficiency of manufacturing SMEs. Further, supply chain finance has the most significant improvement on the technological innovation efficiency of the sample of private traditional enterprises, but it has a significant inhibitory effect on the organizational innovation efficiency of the sample of state-owned high-tech enterprises. Therefore, this paper suggests that the development of supply chain financial services should increase support for traditional manufacturing industries; appropriately tilt resources to private enterprises; improve relevant supply chain financial laws and regulations, establish and improve corresponding institutional arrangements, and encourage state-owned enterprises to participate in market competition.

Suggested Citation

  • Qiang Wang & Shichao Yuan & Dragana Ostic & Liujun Pan, 2023. "Supply chain finance and innovation efficiency: An empirical analysis based on manufacturing SMEs," PLOS ONE, Public Library of Science, vol. 18(7), pages 1-26, July.
    • Handle: RePEc:plo:pone00:0286068
    DOI: 10.1371/journal.pone.0286068
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    as
    1. Russell Thomson, 2010. "Tax Policy and R&D Investment by Australian Firms," The Economic Record, The Economic Society of Australia, vol. 86(273), pages 260-280, June.
    2. Wenfei Xia & Baizhou Li & Shi Yin, 2020. "A Prescription for Urban Sustainability Transitions in China: Innovative Partner Selection Management of Green Building Materials Industry in an Integrated Supply Chain," Sustainability, MDPI, vol. 12(7), pages 1-25, March.
    3. Philippe Aghion & Jing Cai & Mathias Dewatripont & Luosha Du & Ann Harrison & Patrick Legros, 2022. "Industrial Policy and Competition," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 15, pages 349-380, World Scientific Publishing Co. Pte. Ltd..
    4. Nicholas Bloom & Charles I. Jones & John Van Reenen & Michael Webb, 2020. "Are Ideas Getting Harder to Find?," American Economic Review, American Economic Association, vol. 110(4), pages 1104-1144, April.
    5. Kontolaimou, Alexandra & Giotopoulos, Ioannis & Tsakanikas, Aggelos, 2016. "A typology of European countries based on innovation efficiency and technology gaps: The role of early-stage entrepreneurship," Economic Modelling, Elsevier, vol. 52(PB), pages 477-484.
    6. Xu, Xinhan & Chen, Xiangfeng & Jia, Fu & Brown, Steve & Gong, Yu & Xu, Yifan, 2018. "Supply chain finance: A systematic literature review and bibliometric analysis," International Journal of Production Economics, Elsevier, vol. 204(C), pages 160-173.
    7. Boldrin, Michele & Levine, David K., 2004. "Rent-seeking and innovation," Journal of Monetary Economics, Elsevier, vol. 51(1), pages 127-160, January.
    8. Hirshleifer, David & Hsu, Po-Hsuan & Li, Dongmei, 2013. "Innovative efficiency and stock returns," Journal of Financial Economics, Elsevier, vol. 107(3), pages 632-654.
    9. Hongmei Shan & Ying Li & Jing Shi, 2020. "Influence of Supply Chain Collaborative Innovation on Sustainable Development of Supply Chain: A Study on Chinese Enterprises," Sustainability, MDPI, vol. 12(7), pages 1-19, April.
    10. Qi Huang & Marshall S. Jiang & Jianjun Miao, 2016. "Effect of government subsidization on Chinese industrial firms’ technological innovation efficiency: A stochastic frontier analysis," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 17(2), pages 187-200, April.
    11. Minniti, Antonio, 2010. "Product market competition, R&D composition and growth," Economic Modelling, Elsevier, vol. 27(1), pages 417-421, January.
    12. Bessonova, Evguenia & Gonchar, Ksenia, 2019. "How the innovation-competition link is shaped by technology distance in a high-barrier catch-up economy," Technovation, Elsevier, vol. 86, pages 15-32.
    13. Theeke, Matt, 2016. "The effects of internal and external competition on innovation breadth," Journal of Business Research, Elsevier, vol. 69(9), pages 3324-3331.
    14. Sheikh, Shahbaz, 2018. "CEO power, product market competition and firm value," Research in International Business and Finance, Elsevier, vol. 46(C), pages 373-386.
    15. S. Alex Yang & John R. Birge, 2018. "Trade Credit, Risk Sharing, and Inventory Financing Portfolios," Management Science, INFORMS, vol. 64(8), pages 3667-3689, August.
    16. Christopher S. Tang & S. Alex Yang & Jing Wu, 2018. "Sourcing from Suppliers with Financial Constraints and Performance Risk," Manufacturing & Service Operations Management, INFORMS, vol. 20(1), pages 70-84, February.
    17. You-Hua Chen & Pu-Yan Nie & X. Henry Wang, 2015. "Asymmetric doupoly competition with innovation spillover and input constraints," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 16(6), pages 1124-1139, December.
    18. Heckmann, Iris & Comes, Tina & Nickel, Stefan, 2015. "A critical review on supply chain risk – Definition, measure and modeling," Omega, Elsevier, vol. 52(C), pages 119-132.
    19. Jiri Chod & Nikolaos Trichakis & Gerry Tsoukalas & Henry Aspegren & Mark Weber, 2020. "On the Financing Benefits of Supply Chain Transparency and Blockchain Adoption," Management Science, INFORMS, vol. 66(10), pages 4378-4396, October.
    20. Dapeng Zhang & Xinbo Sun & Yide Liu & Shunyi Zhou & Hongfeng Zhang, 2018. "The Effects of Integrative Leadership on the Enterprise Synergy Innovation Performance in a Supply Chain Cooperative Network," Sustainability, MDPI, vol. 10(7), pages 1-20, July.
    21. Lam, Hugo K.S. & Zhan, Yuanzhu & Zhang, Minhao & Wang, Yichuan & Lyons, Andrew, 2019. "The effect of supply chain finance initiatives on the market value of service providers," International Journal of Production Economics, Elsevier, vol. 216(C), pages 227-238.
    22. Chakuu, Sumeer & Masi, Donato & Godsell, Janet, 2019. "Exploring the relationship between mechanisms, actors and instruments in supply chain finance: A systematic literature review," International Journal of Production Economics, Elsevier, vol. 216(C), pages 35-53.
    23. Tang, Jianmin, 2006. "Competition and innovation behaviour," Research Policy, Elsevier, vol. 35(1), pages 68-82, February.
    24. Wetzel, Philipp & Hofmann, Erik, 2019. "Supply chain finance, financial constraints and corporate performance: An explorative network analysis and future research agenda," International Journal of Production Economics, Elsevier, vol. 216(C), pages 364-383.
    25. Bargeron, Leonce L. & Lehn, Kenneth M. & Zutter, Chad J., 2010. "Sarbanes-Oxley and corporate risk-taking," Journal of Accounting and Economics, Elsevier, vol. 49(1-2), pages 34-52, February.
    26. Panos Kouvelis & Wenhui Zhao, 2016. "Supply Chain Contract Design Under Financial Constraints and Bankruptcy Costs," Management Science, INFORMS, vol. 62(8), pages 2341-2357, August.
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