IDEAS home Printed from https://ideas.repec.org/a/taf/applec/v43y2009i6p717-727.html
   My bibliography  Save this article

Modelling R&D expenditure data with zero observations: two-equation model

Author

Listed:
  • Joo-Suk Lee
  • Seung-Hoon Yoo
  • Seung-Jun Kwak

Abstract

This article attempts to analyse the determinants of firms' Research and Development (R&D) expenditures in Korea by considering the business environment after the economic crisis in 1997. In addition, to take into account zero R&D expenditure, this article employed a two-equation model unlike models used in other studies. This method incorporates a two-level decision structure: the participation decision and the decision on the amount to spend once the issue of participation has been decided. According to the estimation results, while the proposition that larger firms are more active in R&D is true, the proposition that firms that possess market power are more active in R&D is not true for Korea. Technical cooperation among Korean firms seems to be less active than in other countries. In addition, the results indicate that foreign investment stimulates the firms' R&D expenditure. Furthermore, a number of factors were found to play a role in promoting firms' R&D activities: the external conditions of the firms' R&D activities, including the location, other firms' R&D activities in the same industry, support from the government and technical support from research institutes.

Suggested Citation

  • Joo-Suk Lee & Seung-Hoon Yoo & Seung-Jun Kwak, 2009. "Modelling R&D expenditure data with zero observations: two-equation model," Applied Economics, Taylor & Francis Journals, vol. 43(6), pages 717-727.
  • Handle: RePEc:taf:applec:v:43:y:2009:i:6:p:717-727
    DOI: 10.1080/00036840802599792
    as

    Download full text from publisher

    File URL: http://www.tandfonline.com/doi/abs/10.1080/00036840802599792
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/00036840802599792?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Bronwyn Hall, 2004. "The financing of research and development," Chapters, in: Anthony Bartzokas & Sunil Mani (ed.), Financial Systems, Corporate Investment in Innovation, and Venture Capital, chapter 2, Edward Elgar Publishing.
    2. Joshua Gans & Scott Stern, 2003. "When does funding research by smaller firms bear fruit?: Evidence from the SBIR program," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 12(4), pages 361-384.
    Full references (including those not matched with items on IDEAS)

    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. Cristiano Antonelli & Morris Teubal, 2012. "From the Corporation to Venture Capitalism: New Surrogate Markets for Knowledge and Innovation Led Economic Growth," Chapters, in: Michael Dietrich & Jackie Krafft (ed.), Handbook on the Economics and Theory of the Firm, chapter 38, Edward Elgar Publishing.
    2. Hyytinen, Ari & Pajarinen, Mika, 2002. "Small Business Finance in Finland. A Descriptive Study," Discussion Papers 812, The Research Institute of the Finnish Economy.
    3. Guerini, Massimiliano & Quas, Anita, 2016. "Governmental venture capital in Europe: Screening and certification," Journal of Business Venturing, Elsevier, vol. 31(2), pages 175-195.
    4. Michael Dietrich & Jackie Krafft (ed.), 2012. "Handbook on the Economics and Theory of the Firm," Books, Edward Elgar Publishing, number 13623.
    5. Hyytinen, Ari & Pajarinen, Mika (ed.), . "Financial Systems and Firm Performance. Theoretical and Empirical Perspectives," ETLA B, The Research Institute of the Finnish Economy, number 200.
    6. Marco Mariani & Fabrizia Mealli, 2018. "The Effects of R&D Subsidies to Small and Medium-Sized Enterprises. Evidence from a Regional Program," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 4(2), pages 249-281, July.
    7. Shaikh, Ibrahim A. & O'Brien, Jonathan Paul & Peters, Lois, 2018. "Inside directors and the underinvestment of financial slack towards R&D-intensity in high-technology firms," Journal of Business Research, Elsevier, vol. 82(C), pages 192-201.
    8. Cowling, Marc & Ughetto, Elisa & Lee, Neil, 2018. "The innovation debt penalty: Cost of debt, loan default, and the effects of a public loan guarantee on high-tech firms," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 166-176.
    9. Gareis, Johannes & Mayer, Eric, 2020. "Financial shocks and the relative dynamics of tangible and intangible investment: Evidence from the euro area," Discussion Papers 39/2020, Deutsche Bundesbank.
    10. Zhang, Wei, 2015. "R&D investment and distress risk," Journal of Empirical Finance, Elsevier, vol. 32(C), pages 94-114.
    11. Z. Jun Lin & Shengqiang Liu & Fangcheng Sun, 2017. "The Impact of Financing Constraints and Agency Costs on Corporate R&D Investment: Evidence from China," International Review of Finance, International Review of Finance Ltd., vol. 17(1), pages 3-42, March.
    12. Andrés Rodríguez-Clare, 2005. "Innovation and Technology Adoption in Central America," Research Department Publications 4395, Inter-American Development Bank, Research Department.
    13. Bruno Amable & Jean-Bernard Chatelain & Kirsten Ralf, 2004. ""Deep Pockets": Research and Development Persistence and Economic Growth," Money Macro and Finance (MMF) Research Group Conference 2004 47, Money Macro and Finance Research Group, revised 13 Oct 2004.
    14. Bronwyn Hall & Alessandro Maffioli, 2008. "Evaluating the impact of technology development funds in emerging economies: evidence from Latin America," The European Journal of Development Research, Taylor and Francis Journals, vol. 20(2), pages 172-198.
    15. Magnus Henrekson & Anders Kärnä & Tino Sanandaji, 2022. "Schumpeterian entrepreneurship: coveted by policymakers but impervious to top-down policymaking," Journal of Evolutionary Economics, Springer, vol. 32(3), pages 867-890, July.
    16. Rahman Ashiqur & Belas Jaroslav & Rahman M. Twyeafur, 2017. "Determinants of SME Finance: Evidence from Three Central European Countries," Review of Economic Perspectives, Sciendo, vol. 17(3), pages 263-285, September.
    17. Alex Coad & Agustí Segarra-Blasco & Mercedes Teruel, 2021. "A bit of basic, a bit of applied? R&D strategies and firm performance," The Journal of Technology Transfer, Springer, vol. 46(6), pages 1758-1783, December.
    18. Tuomas Takalo, 2012. "Rationales and Instruments for Public Innovation Policies," Journal of Reviews on Global Economics, Lifescience Global, vol. 1, pages 157-167.
    19. Liu, Jiangtao & Zhang, Yi & Kuang, Jia, 2023. "Fintech development and green innovation: Evidence from China," Energy Policy, Elsevier, vol. 183(C).
    20. Thomas Hellmann & Veikko Thiele, 2019. "Fostering Entrepreneurship: Promoting Founding or Funding?," Management Science, INFORMS, vol. 67(6), pages 2502-2521, June.

    More about this item

    Statistics

    Access and download statistics

    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:taf:applec:v:43:y:2009:i:6:p:717-727. 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: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/RAEC20 .

    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.