IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v10y2018i5p1383-d143940.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/10/5/1383/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/10/5/1383/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Guowei Li & Zhe Luo & Muhammad Anwar & Yuqiu Lu & Xiantao Wang & Xuening Liu, 2020. "Intellectual capital and the efficiency of SMEs in the transition economy China; Do financial resources strengthen the routes?," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-25, July.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Lei Yang & Meng Chen & Yiji Cai & Sang-Bing Tsai, 2018. "Manufacturer’s Decision as Consumers’ Low-Carbon Preference Grows," Sustainability, MDPI, vol. 10(4), pages 1-26, April.
    2. Wei Song & Zhiya Chen & Aijun Liu & Qiuyun Zhu & Wei Zhao & Sang-Bing Tsai & Hui Lu, 2018. "A Study on Green Supplier Selection in Dynamic Environment," Sustainability, MDPI, vol. 10(4), pages 1-22, April.
    3. Kai Wang & Kun-Kun Xue & Jin-Hua Xu & Chien-Chi Chu & Sang-Bing Tsai & He-Jun Fan & Zhen-Yu Wang & Jiangtao Wang, 2018. "How Does a Staggered Board Provision Affect Corporate Strategic Change?—Evidence from China’s Listed Companies," Sustainability, MDPI, vol. 10(5), pages 1-13, May.
    4. Didier, Tatiana & Levine, Ross & Llovet Montanes, Ruth & Schmukler, Sergio L., 2021. "Capital market financing and firm growth," Journal of International Money and Finance, Elsevier, vol. 118(C).
    5. Hanna Hottenrott & Bettina Peters, 2012. "Innovative Capability and Financing Constraints for Innovation: More Money, More Innovation?," The Review of Economics and Statistics, MIT Press, vol. 94(4), pages 1126-1142, November.
    6. Wenqing Wu & Kexin Yu & Saixiang Ma & Chien-Chi Chu & Shijie Li & Chengcheng Ma & Sang-Bing Tsai, 2018. "An Empirical Study on Optimal Strategies of Industry-University-Institute Green Innovation with Subsidy," Sustainability, MDPI, vol. 10(5), pages 1-17, May.
    7. Ching-Chih Chou & Chien-Wen Shen & Dapeng Gao & Yang Gao & Kai Wang & Sang-Bing Tsai, 2018. "Modelling the Dynamic Impacts of High Speed Rail Operation on Regional Public Transport—From the Perspective of Energy Economy," Energies, MDPI, vol. 11(5), pages 1-15, May.
    8. Quan Chen & Sang-Bing Tsai & Yuming Zhai & Chien-Chi Chu & Jie Zhou & Guodong Li & Yuxiang Zheng & Jiangtao Wang & Li-Chung Chang & Chao-Feng Hsu, 2018. "An Empirical Research on Bank Client Credit Assessments," Sustainability, MDPI, vol. 10(5), pages 1-17, May.
    9. Jiafu Su & Chi Li & Sang-Bing Tsai & Hui Lu & Aijun Liu & Quan Chen, 2018. "A Sustainable Closed-Loop Supply Chain Decision Mechanism in the Electronic Sector," Sustainability, MDPI, vol. 10(4), pages 1-15, April.
    10. Bettina Becker, 2013. "The Determinants of R&D Investment: A Survey of the Empirical Research," Discussion Paper Series 2013_09, Department of Economics, Loughborough University, revised Sep 2013.
    11. Georgios Efthyvoulou & Priit Vahter, 2016. "Financial Constraints, Innovation Performance and Sectoral Disaggregation," Manchester School, University of Manchester, vol. 84(2), pages 125-158, March.
    12. 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.
    13. Yuxiu Chen & Jian Yu & Li Li & Linlin Li & Long Li & Jie Zhou & Sang-Bing Tsai & Quan Chen, 2018. "An Empirical Study of the Impact of the Air Transportation Industry Energy Conservation and Emission Reduction Projects on the Local Economy in China," IJERPH, MDPI, vol. 15(4), pages 1-20, April.
    14. Giebel, Marek & Kraft, Kornelius, 2020. "R&D investment under financing constraints," ZEW Discussion Papers 20-018, ZEW - Leibniz Centre for European Economic Research.
    15. Chen, Feng-Wen & Xu, Jingwei & Wang, Jiang & Li, Zhilong & Wu, Yongqiu, 2023. "Do rising labour costs promote technology upgrading? A novel theoretical hypothesis of an inverted U-shaped relationship," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 327-341.
    16. Sasidharan, Subash & Jijo Lukose, P.J. & Komera, Surenderrao, 2015. "Financing constraints and investments in R&D: Evidence from Indian manufacturing firms," The Quarterly Review of Economics and Finance, Elsevier, vol. 55(C), pages 28-39.
    17. Guariglia, Alessandra & Liu, Pei, 2014. "To what extent do financing constraints affect Chinese firms' innovation activities?," International Review of Financial Analysis, Elsevier, vol. 36(C), pages 223-240.
    18. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2017. "What promotes R&D? Comparative evidence from around the world," Research Policy, Elsevier, vol. 46(2), pages 447-462.
    19. Yang Li & Yuanzhu Wang & Rajah Rasiah, 2023. "Research on the Influence of Tax Incentives and Financing Constraints on NEEQ Enterprises’ Innovation," Sustainability, MDPI, vol. 15(3), pages 1-19, February.
    20. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 609-639, Elsevier.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:10:y:2018:i:5:p:1383-:d:143940. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.