Journal of Korean Society for Quality Management (품질경영학회지)

Korean Society for Quality Management (한국품질경영학회)
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The Framework for the Strategy of Research & Business Development

기술이전 및 사업화 활성화를 위한 전략 도출 프레임워크 - R&BD 효율성 평가를 기반으로 -

  • Received : 2016.08.22
  • Accepted : 2016.10.28
  • Published : 2016.12.31
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Abstract

Purpose: This paper developed the framework for extracting strategies of research and business development (R&BD) based on the data envelopment analysis(DEA). Methods: DEA has been widely utilized in evaluating R&D efficiency. Even though, technology transfer and commercialization has been regarded as the important factors for practical R&D efficiency evaluation, most research have evaluated R&D efficiency by just using the DEA outputs such as the number of patents and papers. The technology transfer, commercialization and relations among costs and generated technology and commercialization are needed to be considered for more practical R&D efficiency evaluation. Thus, this research addressed a method on how to incorporate the commercialization factors into the R&DB efficiency evaluation, and improve the efficiency strategically in terms of R&D and B&D. To achieve this, this research utilized a two-stage network DEA model for R&BD efficiency evaluation. Results: The proposed framework was applied to the 15 public research institutes and the 34 universities for validation. R&BD efficiency for the 15 public research institutes and the 34 universities was evaluated, and the differentiated improvement strategies for the inefficient DMUs to improve their efficient were proposed. Conclusion: The R&BD efficiency would be effectively analyzed based on two-stage network DEA. It would be utilized for the effective strategy planning for cultivating R&BD.

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References

  1. Anderson, T. R., Daim, T. U., and Lavoie, F. F. 2007. "Measuring the efficiency of university technology transfer." Technovation 27(5):306-318. https://doi.org/10.1016/j.technovation.2006.10.003
  2. Baek, C. W., and Chung, Y. K. 2011. "Analysis on the contribution of Leading TLO Program to R&D efficiency." INNOVATION STUDIES 6(2):27-45.
  3. Bang, M. S., and Jung, H. J. 2011. "A Study on Efficiency of Regional R&D Program by Data Envelopment Analysis." Region Administration Research 25(4):285-308.
  4. Banker, R. D., Charnes, A., and Cooper, W. W. 1984. "Some models for estimating technical and scale inefficiencies in data envelopment analysis." Management Science 30(9):1078-1092. https://doi.org/10.1287/mnsc.30.9.1078
  5. Bozeman, B. Rimes, H., and Youtie, J. 2015. "The evolving state-of-the-art in technology transfer research: Revisiting the contingent effectiveness model." Research Policy 44(1):34-49. https://doi.org/10.1016/j.respol.2014.06.008
  6. Charnes, A., Cooper, W. W., and Rhodes, E. 1978. "Measuring the efficiency of decision making units." European Joural of Operational Reserach 2(6):429-444. https://doi.org/10.1016/0377-2217(78)90138-8
  7. Chapple, W., Lockett, A., Siegel, D., and Wright, M. 2005. "Assessing the relative performance of UK university technology transfer offices: parametric and non-parametric evidence." Research Policy 34(3):369-384. https://doi.org/10.1016/j.respol.2005.01.007
  8. Choi, J. I., Hong, K. P., Jang, S. K., and Bae, Y. G. 2012. "Technology Commercialization of Research Institute Company: A Case of the KAERI's Hemo Him." Asia-Pacific Journal of Business Venturing and Entrepreneurship 7(2):129-140. https://doi.org/10.16972/apjbve.7.2.201207.129
  9. Eilat, H. Golany, B., and Shtub, A. 2006. "Constructing and evaluating balanced portfolios of R&D projects with interactions: A DEA based methodology." European Journal of Operational Research 172(3):1018-1039. https://doi.org/10.1016/j.ejor.2004.12.001
  10. Hsu, F. M., and Hsueh, C. C. 2009. "Measuring relative efficiency of government-sponsored R&D projects: A three-stage approach." Evaluation and program planning 32(2):178-186. https://doi.org/10.1016/j.evalprogplan.2008.10.005
  11. Hyon, M. S., and Yoo, W. J. 2008. "Study on the Technology Transfer Efficiency for Public Institutes Using DEA Model." Journal of society of Korea industrial and systems engineering 31(2):94-103.
  12. Jang, J. G. 2014. "A study on the influence factor on government-funded research institutes efficiency: focusing on science and technology field." Master Thesis in Seoul National University.
  13. Jeon, I. J., and Lee, H. Y. 2015. "Performance Evaluation of R&D Commercialization : A DEA-Based Three-Stage Model of R&BD Performance." Journal of the Korean Institute of Industrial Engineers 41(5):425-438. https://doi.org/10.7232/JKIIE.2015.41.5.425
  14. Kao, C., and Hwang, S. N. 2008. "Efficiency decomposition in two-stage data envelopment analysis: An application to non-life insurance companies in Taiwan." European Journal of Operational Research 185(1):1107-1112.
  15. Kerssens-van Drongelen, I. Nixon, B., and Pearson, A. 2000. "Performance measurement in industrial R&D." International Journal of Management Reviews 2(2):111-143. https://doi.org/10.1111/1468-2370.00034
  16. Kim, J. H., and Park, S. B. 2004. "Comparison Analysis of National Research Laboratory's R&D Efficiency." Science and Technology Policy 146:21-34.
  17. Kim, Y. H. 2011. "The ivory tower approach to entrepreneurial linkage: productivity changes in university technology transfer." The Journal of Technology Transfer 85(10):180-197.
  18. Ko, M. S., and Lee, D. J. 2001. "A Comparative Analysis on the R&D Efficiencies of OECD Countries Using DEA." KIIE Conference 2011.11:703-706.
  19. Kocher, M. G., Luptacik, M., and Sutter M. 2006. "Measuring productivity of research in economics: A cross-country study using DEA." Socio-Economic Planning Sciences 40(4):314-332. https://doi.org/10.1016/j.seps.2005.04.001
  20. Ku, B. C. 2014. "Derivation and Empirical Analysis of Critical Factors that Facilitate Technology Transfer and Commercialization of Research Outcome." Asia-Pacific Journal of Business Venturing and Entrepreneurship 9(5):69-81. https://doi.org/10.16972/apjbve.9.1.201402.69
  21. Lee, C. H., and Cho, K. T. 2014. "Efficiency Analysis and Strategic Portfolio Model of National Health Technology R&D Program Using DEA : Focused on Translational Research." Journal of the Korean Institute of Industrial Engineers 40(2):172-183. https://doi.org/10.7232/JKIIE.2014.40.2.172
  22. Lee, H., Park, Y., and Choi, H. 2009. "Comparative evaluation of performance of national R&D programs with heterogeneous objectives: A DEA approach." European Journal of Operational Research 196(3):847-855. https://doi.org/10.1016/j.ejor.2008.06.016
  23. Lee, H., and Shin, J. 2014. "Measuring journal performance for multidisciplinary research: An efficiency perspective." Journal of Informetrics 8(1):77-88. https://doi.org/10.1016/j.joi.2013.10.004
  24. Lee, H. Y., and Park, Y. T. 2005. "An international comparison of R&D efficiency: DEA approach." Asian Journal of Technology Innovation 13(2):207-222. https://doi.org/10.1080/19761597.2005.9668614
  25. Lee, M. H., Lee, K. B., and Park, H. G. 2012. "The Efficiency Analysis of Regional R&D Investment." Review of business & economics 25(5):3365-3382.
  26. Lee, W. C., and Choi, J. I. 2014. "A Study on the Application Plan of Basic Original Technology in Science & Research Parks: Focus on Science Parks in Korea." Asia-Pacific Journal of Business Venturing and Entrepreneurship 9(3):63-74. https://doi.org/10.16972/apjbve.9.3.201406.63
  27. Lim, I-J., Liu, H., and Lee, J. 2015. "Oversea Expansion Strategy of Chinese E-Commerce Company - Focusing on Alibaba in the US B2C Market-." The e-Business Studies 16(6):525-541. https://doi.org/10.15719/geba.16.6.201512.525
  28. Liu, J. S., and Lu, W. M. 2010. "DEA and ranking with the network-based approach: a case of R&D performance." Omega 38(6):453-464. https://doi.org/10.1016/j.omega.2009.12.002
  29. Min, H. K., Kim, T. Y., and Hwang, S. J. 2012. "Open Innovation R&D Efficiency Evaluation by Integrated AHP-DEA." Journal of society of Korea industrial and systems engineering 35(4):149-161. https://doi.org/10.11627/jkise.2012.35.4.149
  30. Min, J. W. 2015. "Analysis of success factors about technology transfer and commercialization of public research institutions and university." Doctor's Thesis in Korea University.
  31. Ministry of Strategy and Finance. 2014. "Arrangement of the R&D renovation plan for governmental department." A press released information.
  32. Mojaveri, H. S., Nosratabadi, H. E., and Farzad, H. 2011. "A New Model for Overcoming Technology Transfer Barriers in Iranian Health System." International Journal of Trade, Economics and Finance 2(4):280-284.
  33. Nam, I. S., Song, Y. Y., and Jeong, B. H. 2008. "Analysis of Relative Efficiency of Government Funded Research Institutes Using DEA Model." Journal of Society of Korea Industrial and System Engineering 35(4):149-161. https://doi.org/10.11627/jkise.2012.35.4.149
  34. Roxas, S. A., Piroli, G., and Sorrentino, M. 2011. "Efficiency and evaluation analysis of a network of technology transfer brokers." Technology Analysis & Strategic Management 23(1):7-24. https://doi.org/10.1080/09537325.2011.537085
  35. Sexton, M. Barrett, P., and Aouad, G. 1999. "Diffusion mechanisms for construction research and innovation into small to medium sized construction firms." CRISP Consultancy Commission-99/7, London.
  36. Sharma, S., and Thomas, V. 2008. "Inter-country R&D efficiency analysis: An application of data envelopment analysis." Scientometrics 76(3):483-501. https://doi.org/10.1007/s11192-007-1896-4
  37. Thursby, J. J., and Kemp, S. 2002. "Growth and productive efficiency of university intellectual property licensing." Research policy 31(1):109-124. https://doi.org/10.1016/S0048-7333(00)00160-8
  38. Wang, E. C., and Huang, W. 2007. "Relative efficiency of R&D activities: A cross-country study accounting for environmental factors in the DEA approach." Research Policy 36(2):260-273. https://doi.org/10.1016/j.respol.2006.11.004