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Nonlinear Effect of Financial Efficiency and Financial Competition on Heterogeneous Firm R&D: A Study on the Combined Perspective of Financial Quantity Expansion and Quality Development

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  • Yang Gao

    (School of Business, Dalian University of Technology, Panjin 124221, China)

  • Yu Wang

    (School of Business, Dalian University of Technology, Panjin 124221, China)

  • Chien-Chi Chu

    (Department of Finance, Business School, Shantou University, Shantou 515063, China
    Research Institute for Guangdong-Taiwan Business Cooperation, Shantou University, Shantou 515063, China)

  • Sang-Bing Tsai

    (Zhongshan Institute, University of Electronic Science and Technology, Zhongshan 528400, China)

  • Xiaomin Du

    (Department of Economic Management, Yingkou Institute of Technology, Yingkou 115014, China)

  • Quan Chen

    (Zhongshan Institute, University of Electronic Science and Technology, Zhongshan 528400, China)

Abstract

Manufacturing firm data and district financial quantity and quality indicators for 2005–2007 combined with heterogeneous firm characteristics were used with a threshold panel to study the effect of financial inefficiency on firm R&D and the financial boundaries of efficiency improvement. The results show that: (1) extensive financial quantity expansion cannot support high innovation efficiency R&D (Research and Development) activities in private enterprises, low- and medium-technology enterprises, and underdeveloped area enterprises, as it causes financial inefficiency problems and a shortage of R&D inputs; and (2) financial efficiency and financial competition have nonlinear effects on firm R&D. Financial inefficiency and either low or excessive financial competition result in a lack of highly efficient firm R&D. Only improvements in financial efficiency and moderate competition can significantly promote firm R&D. The results of this study reveal an important way to improve the influence of financial inefficiency on firm R&D by moving away from simply expanding financial quantity to promoting quality instead.

Suggested Citation

  • Yang Gao & Yu Wang & Chien-Chi Chu & Sang-Bing Tsai & Xiaomin Du & Quan Chen, 2018. "Nonlinear Effect of Financial Efficiency and Financial Competition on Heterogeneous Firm R&D: A Study on the Combined Perspective of Financial Quantity Expansion and Quality Development," Sustainability, MDPI, vol. 10(5), pages 1-15, May.
    • Handle: RePEc:gam:jsusta:v:10:y:2018:i:5:p:1383-:d:143940
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    1. Spiros Bougheas & Holger Görg & Eric Strobl, 2003. "Is R & D Financially Constrained? Theory and Evidence from Irish Manufacturing," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 22(2), pages 159-174, March.
    2. Feng Lu, Susan & Yao, Yang, 2009. "The Effectiveness of Law, Financial Development, and Economic Growth in an Economy of Financial Repression: Evidence from China," World Development, Elsevier, vol. 37(4), pages 763-777, April.
    3. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    4. Qunzhen Qu & Sang-Bing Tsai & Mengxue Tang & Congjiang Xu & Weiwei Dong, 2016. "Marine Ecological Environment Management Based on Ecological Compensation Mechanisms," Sustainability, MDPI, vol. 8(12), pages 1-10, December.
    5. Chien-Chi Chu & Sang-Bing Tsai & Yinghui Chen & Xiyang Li & Yuming Zhai & Quan Chen & Zeng Jing & Zeng-Zi Ju & Bin Li, 2017. "An Empirical Study on the Relationship between Investor Protection, Government Behavior, and Financial Development," Sustainability, MDPI, vol. 9(12), pages 1-14, November.
    6. Akio Matsumoto & Ugo Merlone & Ferenc Szidarovszky, 2008. "Cartelizing Groups In Dynamic Linear Oligopoly With Antitrust Threshold," International Game Theory Review (IGTR), World Scientific Publishing Co. Pte. Ltd., vol. 10(04), pages 399-419.
    7. Rajan, Raghuram G. & Zingales, Luigi, 2003. "The great reversals: the politics of financial development in the twentieth century," Journal of Financial Economics, Elsevier, vol. 69(1), pages 5-50, July.
    8. Dirk Czarnitzki & Hanna Hottenrott, 2011. "R&D investment and financing constraints of small and medium-sized firms," Small Business Economics, Springer, vol. 36(1), pages 65-83, January.
    9. Kao-Yi Shen & Min-Ren Yan & Gwo-Hshiung Tzeng, 2017. "Exploring R&D Influences on Financial Performance for Business Sustainability Considering Dual Profitability Objectives," Sustainability, MDPI, vol. 9(11), pages 1-21, October.
    10. Kao-Yi Shen, 2017. "Compromise between Short- and Long-Term Financial Sustainability: A Hybrid Model for Supporting R&D Decisions," Sustainability, MDPI, vol. 9(3), pages 1-17, March.
    11. Anwar, Sajid & Sun, Sizhong, 2011. "Financial development, foreign investment and economic growth in Malaysia," Journal of Asian Economics, Elsevier, vol. 22(4), pages 335-342, August.
    12. Edmark, Karin & Ågren, Hanna, 2008. "Identifying strategic interactions in Swedish local income tax policies," Journal of Urban Economics, Elsevier, vol. 63(3), pages 849-857, May.
    13. Brown, James R. & Petersen, Bruce C., 2009. "Why has the investment-cash flow sensitivity declined so sharply? Rising R&D and equity market developments," Journal of Banking & Finance, Elsevier, vol. 33(5), pages 971-984, May.
    14. Filipe Silva & Carlos Carreira, 2012. "Do financial constraints threat the innovation process? Evidence from Portuguese firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 21(8), pages 701-736, November.
    15. Aziz Issaka & Indranil SenGupta, 2017. "Analysis of variance based instruments for Ornstein–Uhlenbeck type models: swap and price index," Annals of Finance, Springer, vol. 13(4), pages 401-434, November.
    16. Tsai, Sang-Bing, 2018. "Using the DEMATEL model to explore the job satisfaction of research and development professionals in china's photovoltaic cell industry," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 62-68.
    17. Lai, Yung-Lung & Lin, Feng-Jyh & Lin, Yi-Hsin, 2015. "Factors affecting firm's R&D investment decisions," Journal of Business Research, Elsevier, vol. 68(4), pages 840-844.
    18. Robert M. Salomon & J. Myles Shaver, 2005. "Learning by Exporting: New Insights from Examining Firm Innovation," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 14(2), pages 431-460, June.
    19. Tsai, Sang-Bing & Yu, Jian & Ma, Li & Luo, Feng & Zhou, Jie & Chen, Quan & Xu, Lei, 2018. "A study on solving the production process problems of the photovoltaic cell industry," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 3546-3553.
    20. Zongsheng Huang & Jiajia Nie & Sang-Bing Tsai, 2017. "Dynamic Collection Strategy and Coordination of a Remanufacturing Closed-Loop Supply Chain under Uncertainty," Sustainability, MDPI, vol. 9(5), pages 1-18, April.
    21. Sang-Bing Tsai & Yu-Min Wei & Kuan-Yu Chen & Lei Xu & Peng Du & Hung-Chun Lee, 2016. "Evaluating green suppliers from a green environmental perspective," Environment and Planning B, , vol. 43(5), pages 941-959, September.
    22. Xiao, Sheng & Zhao, Shan, 2012. "Financial development, government ownership of banks and firm innovation," Journal of International Money and Finance, Elsevier, vol. 31(4), pages 880-906.
    23. Dirk Czarnitzki & Hanna Hottenrott, 2011. "Financial Constraints: Routine Versus Cutting Edge R&D Investment," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 20(1), pages 121-157, March.
    24. Sorin Gabriel Anton & Ionel Bostan, 2017. "The Role of Access to Finance in Explaining Cross-National Variation in Entrepreneurial Activity: A Panel Data Approach," Sustainability, MDPI, vol. 9(11), pages 1-16, October.
    25. Bin Liu & Tao Li & Sang-Bing Tsai, 2017. "Low Carbon Strategy Analysis of Competing Supply Chains with Different Power Structures," Sustainability, MDPI, vol. 9(5), pages 1-21, May.
    26. Wang, Chun-Hsien & Lu, Yung-Hsiang & Huang, Chin-Wei & Lee, Jun-Yen, 2013. "R&D, productivity, and market value: An empirical study from high-technology firms," Omega, Elsevier, vol. 41(1), pages 143-155.
    27. Laurence Booth & Christos Ntantamis & Jun Zhou, 2015. "Financial Constraints, R&D Investment, and the Value of Cash Holdings," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 5(04), pages 1-24, December.
    28. Akio Matsumoto & Ugo Merlone & Ferenc Szidarovszky, 2012. "Some notes on applying the Herfindahl--Hirschman Index," Applied Economics Letters, Taylor & Francis Journals, vol. 19(2), pages 181-184, February.
    29. Beck, Thorsten & Levine, Ross, 2002. "Industry growth and capital allocation:*1: does having a market- or bank-based system matter?," Journal of Financial Economics, Elsevier, vol. 64(2), pages 147-180, May.
    30. Cull, Robert & Davis, Lance E. & Lamoreaux, Naomi R. & Rosenthal, Jean-Laurent, 2006. "Historical financing of small- and medium-size enterprises," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 3017-3042, November.
    31. Mr. Pablo F Druck & Mr. Alexander Plekhanov & Mr. Mario Dehesa, 2007. "Relative Price Stability, Creditor Rights, and Financial Deepening," IMF Working Papers 2007/139, International Monetary Fund.
    32. James R. Brown & Steven M. Fazzari & Bruce C. Petersen, 2009. "Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom," Journal of Finance, American Finance Association, vol. 64(1), pages 151-185, February.
    33. Bertrand, Olivier, 2009. "Effects of foreign acquisitions on R&D activity: Evidence from firm-level data for France," Research Policy, Elsevier, vol. 38(6), pages 1021-1031, July.
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