IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v10y2018i9p3048-d166117.html
   My bibliography  Save this article

The Characteristics of SMEs Preferring Cooperative Research and Development Support from the Government: The Case of Korea

Author

Listed:
  • Hyoung Sun Yoo

    (Division of Data Analysis, Korea Institute of Science and Technology Information (KISTI), 66, Hoegi-ro, Dongdaemun-gu, Seoul 02456, Korea
    Science and Technology Management Policy, University of Science and Technology, 66, Hoegi-ro, Dongdaemun-gu, Seoul 02456, Korea)

  • Chul Lee

    (Division of Data Analysis, Korea Institute of Science and Technology Information (KISTI), 66, Hoegi-ro, Dongdaemun-gu, Seoul 02456, Korea)

  • Seung-Pyo Jun

    (Division of Data Analysis, Korea Institute of Science and Technology Information (KISTI), 66, Hoegi-ro, Dongdaemun-gu, Seoul 02456, Korea
    Science and Technology Management Policy, University of Science and Technology, 66, Hoegi-ro, Dongdaemun-gu, Seoul 02456, Korea)

Abstract

To find ways to make the government’s cooperative research and development (R&D) support policy for small and medium enterprises (SMEs) more effective, we analyzed the characteristics of SMEs that prefer such support. Through decision tree and discriminant analysis of 3300 Korean SMEs, we derived rules to distinguish between groups that prefer cooperative R&D support and those that do not. Based on the results, the important influencing factors were found to be the time required for R&D planning, prior experience in cooperation, the availability of equipment, the ratio of self-procured R&D funding, the attempts at R&D and the firm’s level of performance. The results suggested that if the policy objective is to encourage more active involvement of SMEs in cooperative R&D support programs, it is desirable to attract SMEs with less cooperative experience and not to give too much weight to past achievements when selecting beneficiaries. Furthermore, we believe that policies offering supports in the R&D planning stage and the joint utilization of equipment could be solutions to reduce the practical difficulties experienced by SMEs related to cooperative R&D.

Suggested Citation

  • Hyoung Sun Yoo & Chul Lee & Seung-Pyo Jun, 2018. "The Characteristics of SMEs Preferring Cooperative Research and Development Support from the Government: The Case of Korea," Sustainability, MDPI, vol. 10(9), pages 1-18, August.
  • Handle: RePEc:gam:jsusta:v:10:y:2018:i:9:p:3048-:d:166117
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/10/9/3048/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/10/9/3048/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. David B. Audretsch & Albert N. Link & John T. Scott, 2013. "Public/private technology partnerships: evaluating SBIR-supported research," Chapters, in: Public Support of Innovation in Entrepreneurial Firms, chapter 5, pages 91-104, Edward Elgar Publishing.
    2. Jun, Seung-Pyo & Kim, Sang-Gook & Park, Hyun-Woo, 2017. "The mismatch between demand and beneficiaries of R&D support programs for SMEs: Evidence from Korean R&D planning programs," Technological Forecasting and Social Change, Elsevier, vol. 116(C), pages 286-298.
    3. Desiderio Romero-Jordán & María Delgado-Rodríguez & Inmaculada Álvarez-Ayuso & Sonia Lucas-Santos, 2014. "Assessment of the public tools used to promote R&D investment in Spanish SMEs," Small Business Economics, Springer, vol. 43(4), pages 959-976, December.
    4. Andrea Bellucci & Luca Pennacchio & Alberto Zazzaro, 2019. "Public R&D subsidies: collaborative versus individual place-based programs for SMEs," Small Business Economics, Springer, vol. 52(1), pages 213-240, January.
    5. Isabel Busom, 2000. "An Empirical Evaluation of The Effects of R&D Subsidies," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 9(2), pages 111-148.
    6. Tether, Bruce S., 2002. "Who co-operates for innovation, and why: An empirical analysis," Research Policy, Elsevier, vol. 31(6), pages 947-967, August.
    7. Cohen, Wesley M & Klepper, Steven, 1992. "The Anatomy of Industry R&D Intensity Distributions," American Economic Review, American Economic Association, vol. 82(4), pages 773-799, September.
    8. Jun, Seung-Pyo & Yoo, Hyoung Sun & Kim, Ji-Hui, 2016. "A study on the effects of the CAFE standard on consumers," Energy Policy, Elsevier, vol. 91(C), pages 148-160.
    9. Bronzini, Raffaello & Piselli, Paolo, 2016. "The impact of R&D subsidies on firm innovation," Research Policy, Elsevier, vol. 45(2), pages 442-457.
    10. Belderbos, Rene & Carree, Martin & Lokshin, Boris, 2004. "Cooperative R&D and firm performance," Research Policy, Elsevier, vol. 33(10), pages 1477-1492, December.
    11. Almus, Matthias & Czarnitzki, Dirk, 2003. "The Effects of Public R&D Subsidies on Firms' Innovation Activities: The Case of Eastern Germany," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(2), pages 226-236, April.
    12. David, Paul A. & Hall, Bronwyn H. & Toole, Andrew A., 2000. "Is public R&D a complement or substitute for private R&D? A review of the econometric evidence," Research Policy, Elsevier, vol. 29(4-5), pages 497-529, April.
    13. Lach, Saul, 2002. "Do R&D Subsidies Stimulate or Displace Private R&D? Evidence from Israel," Journal of Industrial Economics, Wiley Blackwell, vol. 50(4), pages 369-390, December.
    14. de Faria, Pedro & Lima, Francisco & Santos, Rui, 2010. "Cooperation in innovation activities: The importance of partners," Research Policy, Elsevier, vol. 39(8), pages 1082-1092, October.
    15. Caloffi, Annalisa & Mariani, Marco & Rossi, Federica & Russo, Margherita, 2018. "A comparative evaluation of regional subsidies for collaborative and individual R&D in small and medium-sized enterprises," Research Policy, Elsevier, vol. 47(8), pages 1437-1447.
    16. Dominique Guellec & Bruno Van Pottelsberghe De La Potterie, 2003. "The impact of public R&D expenditure on business R&D," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 12(3), pages 225-243.
    17. Hottenrott, Hanna & Lopes-Bento, Cindy, 2014. "(International) R&D collaboration and SMEs: The effectiveness of targeted public R&D support schemes," Research Policy, Elsevier, vol. 43(6), pages 1055-1066.
    18. repec:dau:papers:123456789/13785 is not listed on IDEAS
    19. Jaider Vega-Jurado & Antonio Gutiérrez-Gracia & Ignacio Fernández-de-Lucio, 2009. "Does external knowledge sourcing matter for innovation? Evidence from the Spanish manufacturing industry," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 18(4), pages 637-670, August.
    20. Hal R. Varian, 2014. "Big Data: New Tricks for Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 3-28, Spring.
    21. 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.
    22. Isabel Busom & Beatriz Corchuelo & Ester Martínez-Ros, 2014. "Tax incentives… or subsidies for business R&D?," Small Business Economics, Springer, vol. 43(3), pages 571-596, October.
    23. Mark Rogers, 2004. "Networks, Firm Size and Innovation," Small Business Economics, Springer, vol. 22(2), pages 141-153, March.
    24. Tsai, Kuen-Hung, 2009. "Collaborative networks and product innovation performance: Toward a contingency perspective," Research Policy, Elsevier, vol. 38(5), pages 765-778, June.
    25. Belderbos, Rene & Carree, Martin & Lokshin, Boris, 2004. "Cooperative R&D and firm performance," Research Policy, Elsevier, vol. 33(10), pages 1477-1492, December.
    26. Mukherjee, Debmalya & Gaur, Ajai S. & Gaur, Sanjaya S. & Schmid, Florian, 2013. "External and internal influences on R&D alliance formation: Evidence from German SMEs," Journal of Business Research, Elsevier, vol. 66(11), pages 2178-2185.
    27. Hall, Bronwyn & Van Reenen, John, 2000. "How effective are fiscal incentives for R&D? A review of the evidence," Research Policy, Elsevier, vol. 29(4-5), pages 449-469, April.
    28. Freel, Mark S., 2003. "Sectoral patterns of small firm innovation, networking and proximity," Research Policy, Elsevier, vol. 32(5), pages 751-770, May.
    29. Tom Broekel, 2015. "Do Cooperative Research and Development (R&D) Subsidies Stimulate Regional Innovation Efficiency? Evidence from Germany," Regional Studies, Taylor & Francis Journals, vol. 49(7), pages 1087-1110, July.
    30. Dirk Czarnitzki & Bernd Ebersberger & Andreas Fier, 2007. "The relationship between R&D collaboration, subsidies and R&D performance: Empirical evidence from Finland and Germany," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(7), pages 1347-1366.
    31. Erwin Danneels, 2003. "Tight–loose coupling with customers: the enactment of customer orientation," Strategic Management Journal, Wiley Blackwell, vol. 24(6), pages 559-576, June.
    32. Saul Lach, 2002. "Do R&D Subsidies Stimulate or Displace Private R&D? Evidence from Israel," Journal of Industrial Economics, Wiley Blackwell, vol. 50(4), pages 369-390, December.
    33. Sakakibara, Mariko & Cho, Dong-Sung, 2002. "Cooperative R&D in Japan and Korea: a comparison of industrial policy," Research Policy, Elsevier, vol. 31(5), pages 673-692, July.
    34. Le Grand, Julian, 1991. "The Theory of Government Failure," British Journal of Political Science, Cambridge University Press, vol. 21(4), pages 423-442, October.
    35. Miotti, Luis & Sachwald, Frederique, 2003. "Co-operative R&D: why and with whom?: An integrated framework of analysis," Research Policy, Elsevier, vol. 32(8), pages 1481-1499, September.
    36. Bayona, Cristina & Garcia-Marco, Teresa & Huerta, Emilio, 2001. "Firms' motivations for cooperative R&D: an empirical analysis of Spanish firms," Research Policy, Elsevier, vol. 30(8), pages 1289-1307, October.
    37. Hinloopen, Jeroen, 2000. "Strategic R&D Co-operatives," Research in Economics, Elsevier, vol. 54(2), pages 153-185, June.
    38. Busom, Isabel & Fernández-Ribas, Andrea, 2008. "The impact of firm participation in R&D programmes on R&D partnerships," Research Policy, Elsevier, vol. 37(2), pages 240-257, March.
    39. Segarra-Blasco, Agusti­ & Arauzo-Carod, Josep-Maria, 2008. "Sources of innovation and industry-university interaction: Evidence from Spanish firms," Research Policy, Elsevier, vol. 37(8), pages 1283-1295, September.
    40. Monjon, Stephanie & Waelbroeck, Patrick, 2003. "Assessing spillovers from universities to firms: evidence from French firm-level data," International Journal of Industrial Organization, Elsevier, vol. 21(9), pages 1255-1270, November.
    41. Jinhyo Joseph Yun & EuiSeob Jeong & YoungKyu Lee & KyungHun Kim, 2018. "The Effect of Open Innovation on Technology Value and Technology Transfer: A Comparative Analysis of the Automotive, Robotics, and Aviation Industries of Korea," Sustainability, MDPI, vol. 10(7), pages 1-16, July.
    42. JinHyo Joseph Yun & Kwangho Jung & Tan Yigitcanlar, 2018. "Open Innovation of James Watt and Steve Jobs: Insights for Sustainability of Economic Growth," Sustainability, MDPI, vol. 10(5), pages 1-16, May.
    43. Link, Albert N. & Paton, David & Siegel, Donald S., 2002. "An analysis of policy initiatives to promote strategic research partnerships," Research Policy, Elsevier, vol. 31(8-9), pages 1459-1466, December.
    44. Jun, Seung-Pyo & Yoo, Hyoung Sun & Choi, San, 2018. "Ten years of research change using Google Trends: From the perspective of big data utilizations and applications," Technological Forecasting and Social Change, Elsevier, vol. 130(C), pages 69-87.
    45. Bozeman, Barry, 2000. "Technology transfer and public policy: a review of research and theory," Research Policy, Elsevier, vol. 29(4-5), pages 627-655, April.
    46. Scott J. Wallsten, 2000. "The Effects of Government-Industry R&D Programs on Private R&D: The Case of the Small Business Innovation Research Program," RAND Journal of Economics, The RAND Corporation, vol. 31(1), pages 82-100, Spring.
    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. Andrejs Čirjevskis, 2022. "Exploring Coupled Open Innovation for Digital Servitization in Grocery Retail: From Digital Dynamic Capabilities Perspective," JRFM, MDPI, vol. 15(9), pages 1-12, September.
    2. Jun, Seung-Pyo & Yoo, Hyoung Sun & Hwang, Jeena, 2021. "A hybrid recommendation model for successful R&D collaboration: Mixing machine learning and discriminant analysis," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    3. Ju Hwan Seo & Daemyeong Cho, 2020. "Analysis of the Effect of R&D Planning Support for SMEs Using Latent Growth Modeling," Sustainability, MDPI, vol. 12(3), pages 1-16, January.
    4. Alexandru Stratan & Alexandra Novac & Natalia Vinogradova, 2020. "Cooperation for Innovation: Opportunities and Challenges for SMEs (The Case of the Republic of Moldova)," Book chapters-LUMEN Proceedings, in: Marcin Waldemar STANIEWSKI & Valentina VASILE & Adriana Grigorescu (ed.), International Conference Innovative Business Management & Global Entrepreneurship (IBMAGE 2020), edition 1, volume 14, chapter 1, pages 01-20, Editura Lumen.
    5. Harry Jeong & Kwangsoo Shin & Seunghyun Kim & Eungdo Kim, 2021. "What Types of Government Support on Food SMEs Improve Innovation Performance?," Sustainability, MDPI, vol. 13(16), pages 1-23, August.

    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. Thomas H. W. Ziesemer, 2021. "The Effects of R&D Subsidies and Publicly Performed R&D on Business R&D: A Survey," Hacienda Pública Española / Review of Public Economics, IEF, vol. 236(1), pages 171-205, March.
    2. Andrea Bellucci & Luca Pennacchio & Alberto Zazzaro, 2019. "Public R&D subsidies: collaborative versus individual place-based programs for SMEs," Small Business Economics, Springer, vol. 52(1), pages 213-240, January.
    3. Andrea Bellucci & Luca Pennacchio & Alberto Zazzaro, 2016. "Public subsidies for SME research and development: Empirical evaluation of collaborative versus individual place-based programs," Mo.Fi.R. Working Papers 133, Money and Finance Research group (Mo.Fi.R.) - Univ. Politecnica Marche - Dept. Economic and Social Sciences.
    4. Kiman Kim & Sang Ok Choi & Sooyeon Lee, 2021. "The Effect of a Financial Support on Firm Innovation Collaboration and Output: Does Policy Work on the Diverse Nature of Firm Innovation?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 645-675, June.
    5. Francesco Aiello & Giuseppe Albanese & Paolo Piselli, 2017. "Public R&D Support In Italy. Evidence From A New Firm-Level Patent Data Set," Working Papers 201702, Università della Calabria, Dipartimento di Economia, Statistica e Finanza "Giovanni Anania" - DESF.
    6. Andrea Bellucci & Luca Pennacchio & Alberto Zazzaro, 2019. "R&D Subsidies and Firms’ Debt Financing," CSEF Working Papers 527, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
    7. Huergo, Elena & Moreno, Lourdes, 2017. "Subsidies or loans? Evaluating the impact of R&D support programmes," Research Policy, Elsevier, vol. 46(7), pages 1198-1214.
    8. Vlasova, Valeriya, 2021. "Industry-science cooperation and public policy instruments utilization in the private sector," Journal of Business Research, Elsevier, vol. 124(C), pages 519-528.
    9. Bayona-Sáez, Cristina & García-Marco, Teresa, 2010. "Assessing the effectiveness of the Eureka Program," Research Policy, Elsevier, vol. 39(10), pages 1375-1386, December.
    10. Ugur, Mehmet & Trushin, Eshref & Solomon, Edna, 2015. "UK and EU subsidies and private R&D investment: Is there input additionality?," MPRA Paper 68009, University Library of Munich, Germany, revised 16 Nov 2015.
    11. Szücs, Florian, 2020. "Do research subsidies crowd out private R&D of large firms? Evidence from European Framework Programmes," Research Policy, Elsevier, vol. 49(3).
    12. Bronzini, Raffaello & Piselli, Paolo, 2016. "The impact of R&D subsidies on firm innovation," Research Policy, Elsevier, vol. 45(2), pages 442-457.
    13. Giovanni Cerulli & Roberto Gabriele & Bianca Potì, 2016. "The role of firm R&D effort and collaboration as mediating drivers of innovation policy effectiveness," Industry and Innovation, Taylor & Francis Journals, vol. 23(5), pages 426-447, July.
    14. Özçelik, Emre & Taymaz, Erol, 2008. "R&D support programs in developing countries: The Turkish experience," Research Policy, Elsevier, vol. 37(2), pages 258-275, March.
    15. Cappelen, Ådne & Raknerud, Arvid & Rybalka, Marina, 2012. "The effects of R&D tax credits on patenting and innovations," Research Policy, Elsevier, vol. 41(2), pages 334-345.
    16. Zhang, JingJing & Guan, Jiancheng, 2018. "The time-varying impacts of government incentives on innovation," Technological Forecasting and Social Change, Elsevier, vol. 135(C), pages 132-144.
    17. Ana Paula Macedo De Avellar, 2014. "Evaluating The Impacts Of Innovationpolicy: Evidences From Brazil," Anais do XL Encontro Nacional de Economia [Proceedings of the 40th Brazilian Economics Meeting] 145, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    18. 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.
    19. Chudnovsky, Daniel & López, Andrés & Rossi, Martín & Ubfal, Diego, 2006. "Evaluating a Program of Public Funding of Private Innovation Activities: An Econometric Study of FONTAR in Argentina," IDB Publications (Working Papers) 2829, Inter-American Development Bank.
    20. Syoum Negassi & Jean-Francois Sattin, 2014. "Evaluation of Public R&D Policy: A Meta-Regression Analysis," Working Papers 14-09, University of Delaware, Department of Economics.

    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:9:p:3048-:d:166117. 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.