Journal of the Korean Operations Research and Management Science Society (한국경영과학회지)

The Korean Operations Research and Management Science Society (한국경영과학회)
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Knowledge Structures and Research Management based on Bibliographic Analysis : A Case of Government-funded Research Institutes in Korea

계량 서지정보를 이용한 지식구조 분석방법 및 연구관리에 관한 연구동향 : 정부출연연구소 사례를 중심으로

  • Jung, Woo-Sung (Department of Industrial and Management Engineering/Department of Physics, Pohang University of Science and Technology) ;
  • Yang, Hyeonchae (Graduate Program for Technology Innovation and Management, Pohang University of Science and Technology)
  • 정우성 (포항공과대학교 산업경영공학과/물리학과) ;
  • 양현채 (포항공과대학교 기술경영대학원)
  • Received : 2015.09.30
  • Accepted : 2015.11.18
  • Published : 2015.11.30
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Abstract

As research management is growing in importance for research organizations, their disciplinary structures need to be interpreted. However, it is not only difficult but ambiguous to detect causal relations between subjects because diverse disciplines interacting with each other lead the development of organizational research. Therefore, this article summarizes the major concepts and results recently achieved in the related fields such as research management, bibliographic analysis, information theory, and networks to characterize organizational knowledge structures. Relevant analytical methods obtained from the literature can be applied to empirical situations. Predictive causal relations can be measured using an information theoretic indicator on a series of organizational research portfolios identified from bibliographic information. A network approach would be suitable to manage organizational research effort from a holistic view. Knowledge structures of the Government-funded Research Institutes in Korea are explored experimentally.

Keywords

References

  1. 박윤서, "서비스품질과 고객만족간의 인과관계 실증 분석", 한국경영과학회지, 제36권, 제4호(2011), pp.143-160.
  2. 박철순, "개방형 혁신 네트워크의 동태적 모형", 한국경영과학회지, 제40권, 제1호(2015), pp.5-19. https://doi.org/10.7737/JKORMS.2015.40.1.005
  3. 유경옥, 김향미, 김재욱, "연결망 분석을 이용한 마케팅 분야의 고객가치 연구의 진화 및 발전과정에 관한 연구", 한국경영과학회지, 제38권, 제2호(2013), pp.1-24. https://doi.org/10.7737/JKORMS.2013.38.2.001
  4. 정치영, 이재영, "SNA 기반 네트워크 파워를 이용한 지상전장정보체계 전투력 효과측정 모델제안", 한국경영과학회지, 제36권, 제4호(2011), pp.1-16.
  5. Abdul Razak, F. and H.J. Jensen, "Quantifying 'Causality' in Complex Systems : Understanding Transfer Entropy," PLoS ONE, Vol.9, No.6(2014), e99462. https://doi.org/10.1371/journal.pone.0099462
  6. Balassa, B., "Trade Liberalisation and "Revealed," Comparative Advantage," The Manchester School, Vol.33, No.2(1965), pp.99-123. https://doi.org/10.1111/j.1467-9957.1965.tb00050.x
  7. Beaver, D.D., "Reflections on Scientific Collaboration (and its study) : Past, Present, and Future," Scientometrics, Vol.52, No.3(2001), pp.365-377. https://doi.org/10.1023/A:1014254214337
  8. Beerkens, M., "Facts and fads in academic research management : The effect of management practices on research productivity in Australia," Research Policy, Vol.42, No.9 (2013), pp.1679-1693. https://doi.org/10.1016/j.respol.2013.07.014
  9. Beinhocker, E.D., The Origin of Wealth : Evolution, Complexity, and the Radical Remaking of Economics, Harvard Business School Press, 2006.
  10. Bonifati, G., " 'More is different', exaptation and uncertainty : three foundational concepts for a complexity theory of innovation," Economics of Innovation and New Technology, Vol.19, No.8(2010), pp.743-760. https://doi.org/10.1080/10438599.2010.511455
  11. Borner, K., R. Klavans, M. Patek, A.M. Zoss, J.R. Biberstine, R.P. Light, V. Lariviere, and K.W. Boyack, "Design and update of a classification system : the UCSD map of science," PLoS ONE, Vol.7, No.7(2012), e39464. https://doi.org/10.1371/journal.pone.0039464
  12. Bressler, S.L. and A.K. Seth, "Wiener-Granger causality : a well established methodology," Neuroimage, Vol.58, No.2(2011), pp.323-329. https://doi.org/10.1016/j.neuroimage.2010.02.059
  13. Burt, R.S., "Structural Holes and Good Ideas," American Journal of Sociology, Vol.110, No.2(2004), pp.349-399. https://doi.org/10.1086/421787
  14. Cantner, U. and B. Rake, "International research networks in pharmaceuticals : Structure and dynamics," Research Policy, Vol.43, No.2(2014), pp.333-348. https://doi.org/10.1016/j.respol.2013.10.016
  15. Chavez, M., J. Martinerie, and M. Le Van Quyen, "Statistical assessment of nonlinear causality : application to epileptic EEG signals," Journal of Neuroscience Methods, Vol.124, No.2(2003), pp.113-128. https://doi.org/10.1016/S0165-0270(02)00367-9
  16. Chiesa, V., F. Frattini, V. Lazzarotti, and R. Manzini, "Designing a performance measurement system for the research activities : A reference framework and an empirical study," Journal of Engineering and Technology Management, Vol.25, No.3(2008), pp. 213-226. https://doi.org/10.1016/j.jengtecman.2008.07.002
  17. Cobo, M.J., A.G. Lopez-Herrera, E. Herrera-Viedma, and F. Herrera, "Science Mapping Software Tools : Review, Analysis, and Cooperative Study Among Tools," Journal of the American Society for Information Science and Technology, Vol.62, No.7(2011), pp.1382-1402. https://doi.org/10.1002/asi.21525
  18. Coombs, R., "Core competencies and the strategic management of R&D," R&D Management, Vol.26, No.4(1996), pp.345-355. https://doi.org/10.1111/j.1467-9310.1996.tb00970.x
  19. Cooper, R., "New product portfolio management : practices and performance," Journal of Product Innovation Management, Vol.16, No.4(1999), pp.333-351. https://doi.org/10.1016/S0737-6782(99)00005-3
  20. Council, N.R., Industrial Research and Innovation Indicators : Report of a Workshop, The National Academies Press, Washington, DC, 1997.
  21. Crawford, L. and A.H. Nahmias, "Competencies for managing change," International Journal of Project Management, Vol.28, No.4 (2010), pp.405-412. https://doi.org/10.1016/j.ijproman.2010.01.015
  22. Cunningham, P., "Policy : Set research priorities in a time of recession," Nature, Vol.502 (2013), pp.433-434. https://doi.org/10.1038/502433a
  23. D'Ippolito, B., M. Miozzo, and D. Consoli, "Knowledge systematisation, reconfiguration and the organisation of firms and industry : The case of design," Research Policy, Vol.43, No.8(2014), pp.1334-1352. https://doi.org/10.1016/j.respol.2014.03.013
  24. De Solla Price, D.J. and L. Weber, "Science since Babylon," Physics Today, Vol.14(1961), p.46.
  25. Erdi, P., K. Makovi, Z. Somogyv, K. Strandburg, J. Tobochnik, P. Volf, and L. Zalanyi, "Prediction of emerging technologies based on analysis of the US patent citation network," Scientometrics, Vol.95, No.1(2012), pp.225-242. https://doi.org/10.1007/s11192-012-0796-4
  26. Enemark, D., M.D. Mccubbins, and N. Weller, "Knowledge and networks : An experimental test of how network knowledge affects coordination," Social Networks, Vol.36(2014), pp.122-133. https://doi.org/10.1016/j.socnet.2012.10.001
  27. Fairclough, R. and M. Thelwall, "National research impact indicators from Mendeley readers," Journal of Informetrics, Vol.9, No.4 (2015), pp.845-859. https://doi.org/10.1016/j.joi.2015.08.003
  28. Ferligoj, A., L. Kronegger, F. Mali, T.A.B. Snijders, and P. Doreian, "Scientific collaboration dynamics in a national scientific system," Scientometrics, Vol.104, No.3(2015), pp.985-1012. https://doi.org/10.1007/s11192-015-1585-7
  29. Fleming, L. and O. Sorenson, "Technology as a complex adaptive system : evidence from patent data," Research Policy, Vol.30, No.7 (2001), pp.1019-1039. https://doi.org/10.1016/S0048-7333(00)00135-9
  30. Floricel, S. and M. Ibanescu, "Using R&D portfolio management to deal with dynamic risk," R&D Management, Vol.38, No.5(2008), pp.452-467. https://doi.org/10.1111/j.1467-9310.2008.00535.x
  31. Freeman, L.C., D. Roeder, and R.R. Mulholland, "Centrality in social networks : II. Experimental results," Social Networks, Vol.2, No.2(1979), pp.119-141. https://doi.org/10.1016/0378-8733(79)90002-9
  32. Garfield, E. and R.K. Merton, "Citation indexing : Its theory and application in science, technology, and humanities," Wiley New York, 1979.
  33. Goldsmith, S. and W.D. Eggers, Governing By Network : The New Shape of The Public Sector, Brookings Institution Press, 2004.
  34. Granger, C.W.J., "Investigating Causal Relations By Econometric Models and Cross-Spectral Methods," Econometrica, Vol.37, No.3(1969), p.424. https://doi.org/10.2307/1912791
  35. Hanaki, N., R. Nakajima, and Y. Ogura, "The Dynamics of R&D Network In The It Industry," Research Policy, Vol.39, No.3(2010), pp.386-399. https://doi.org/10.1016/j.respol.2010.01.001
  36. Harvey, J., A. Pettigrew, and E. Ferlie, "The Determinants of Research Group Performance : Towards Mode 2?," Journal of Management Studies, Vol.39, No.6(2002), pp.747-774. https://doi.org/10.1111/1467-6486.00310
  37. Hassan, S.U. and P. Haddawy, "Analyzing Knowledge Flows of Scientific Literature Through Semantic Links : A Case Study In The Field Of Energy," Scientometrics, Vol. 103, No.1(2015), pp.33-46. https://doi.org/10.1007/s11192-015-1528-3
  38. He, S., X. Zheng, D. Zeng, K., Cui, Z. Zhang, and C. Luo, "Identifying Peer Influence In Online Social Networks Using Transfer Entropy," In Intelligence and Security Informatics, G.A. Wang, X. Zheng, M. Chau and H. Chen Eds. Springer Berlin Heidelberg, 2013, pp.47-61.
  39. Hess, D.J., "Science Studies : An Advanced Introduction," Nyu Press, 1997.
  40. Hicklin, A., "Network Stability : Opportunity or Obstacles?," Public Organization Review, Vol.4, No.2(2004), pp.121-133. https://doi.org/10.1023/B:PORJ.0000031625.78226.bc
  41. Hirsch, J.E., "An Index To Quantify An Individual's Scientific Research Output," Proc Natl Acad Sci USA, Vol.102, No.46(2005), pp.16569-16572. https://doi.org/10.1073/pnas.0507655102
  42. Hlavackovaschindler, K., M. Palus, M. Vejmelka, and J. Bhattacharya, "Causality Detection Based On Information-Theoretic Approaches In Time Series Analysis," Physics Reports, Vol.441, No.1(2007), pp.1-46. https://doi.org/10.1016/j.physrep.2006.12.004
  43. Hlinka, J., D. Hartman, M. Vejmelka, J. Runge, N. Marwan, J. Kurths, and M. Palus, "Reliability of Inference of Directed Climate Networks Using Conditional Mutual Information," Entropy, Vol.15, No.6(2013), pp.2023-2045. https://doi.org/10.3390/e15062023
  44. Hornstein, H.A., "The Integration Of Project Management and Organizational Change Management Is Now A Necessity," International Journal of Project Management, Vol.33, No. 2(2015), pp.291-298. https://doi.org/10.1016/j.ijproman.2014.08.005
  45. Kickert, W.J.M., E.H. Klijn, and J.F.M. Koppenjan, Managing Complex Networks : Strategies For The Public Sector, Sage Publications. 1997.
  46. Kim, S.Y., "Government R&D Funding In Economic Downturns : Testing The Varieties of Capitalism Conjecture," Science and Public Policy, Vol.41, No.1(2013), pp.107-118. https://doi.org/10.1093/scipol/sct040
  47. Klavans, R. and K.W. Boyack, "Toward A Consensus Map of Science," Journal of The American Society For Information Science and Technology, Vol.60, No.3(2009), pp.455-476. https://doi.org/10.1002/asi.20991
  48. Kwon, O. and J.S. Yang, "Information Flow Between Stock Indices," Epl(Europhysics Letters), Vol.82, No.6(2008), p.68003. https://doi.org/10.1209/0295-5075/82/68003
  49. Lee, D.H., I.W. Seo, H.C. Choe, and H.D. Kim, "Collaboration Network Patterns and Research Performance : The Case of Korean Public Research Institutions," Scientometrics, Vol.91, No.3(2012), pp.925-942. https://doi.org/10.1007/s11192-011-0602-8
  50. Lee, M. and K. Om, "Different Factors Considered In Project Selection At Public and Private R&D Institutes," Technovation, Vol. 16, No.6(1996), pp.271-275. https://doi.org/10.1016/0166-4972(96)00006-5
  51. Leydesdorff, L. and I. Rafols, "A Global Map of Science Based on The Isi Subject Categories," Journal of The American Society For Information Science and Technology, Vol.60, No.2(2009), pp.348-362. https://doi.org/10.1002/asi.20967
  52. Leydesdorff, L., "Statistics For The Dynamic Analysis of Scientometric Data : The Evolution of The Sciences In Terms of Trajectories and Regimes," Scientometrics, Vol.96, No.3(2013), pp.731-741. https://doi.org/10.1007/s11192-012-0917-0
  53. Lizier, J.T., J. Heinzle, A. Horstmann, J.D. Haynes, and M. Prokopenko, "Multivariate Information-Theoretic Measures Reveal Directed Information Structure and Task Relevant Changes In Fmri Connectivity," J Comput Neurosci, Vol.30, No.1(2011), pp.85-107. https://doi.org/10.1007/s10827-010-0271-2
  54. Moller, K. and A. Rajala, "Rise of Strategic Nets-New Modes of Value Creation," Industrial Marketing Management, Vol.36, No.7 (2007), pp.895-908. https://doi.org/10.1016/j.indmarman.2007.05.016
  55. Marschinski, R. and H. Kantz, "Analysing The Information Flow Between Financial Time Series," The European Physical Journal B, Vol.30, No.2(2002), pp.275-281. https://doi.org/10.1140/epjb/e2002-00379-2
  56. Mirabeau, L., J. Kinder, and S. Malherbe, "Archetypes of Governance For Science and Technology Labs," Technology Analysis and Strategic Management, Vol.27, No.1(2014), pp.54-72. https://doi.org/10.1080/09537325.2014.951319
  57. Moed, H.F. and G. Halevi, "Multidimensional Assessment of Scholarly Research Impact," Journal of The Association For Information Science and Technology, Vol.66, No.10(2015), pp.1988-2002. https://doi.org/10.1002/asi.23314
  58. Morgan, D.L., M.B. Neal, and P. Carder, "The Stability of Core and Peripheral Networks Over Time," Social Networks, Vol.19, No.1 (1997), pp.9-25. https://doi.org/10.1016/S0378-8733(96)00288-2
  59. Morillo, F., A.A. DiAz-Faes, B. Gonzalez-Albo, and L. Moreno, "Do Networking Centres Perform Better? An Exploratory Analysis In Psychiatry and Gastroenterology/Hepatology In Spain," Scientometrics, Vol.98, No.2 (2013), pp.1401-1416. https://doi.org/10.1007/s11192-013-1183-5
  60. Morris, N., "The Developing Role of Departments," Research Policy, Vol.31, No.5(2002), pp.817-833. https://doi.org/10.1016/S0048-7333(01)00149-4
  61. Oecd, Governance of Public Research : Toward Better Practices, Paris, 2003.
  62. Penfield, T., M.J. Baker, R. Scoble, and M.C. Wykes, "Assessment, Evaluations, and Definitions of Research Impact : A Review," Research Evaluation, Vol.23, No.1(2013), pp. 21-32. https://doi.org/10.1093/reseval/rvt021
  63. Perkmann, M., R. Fini, J.-M. Ross, A. Salter, C. Silvestri, and V. Tartari, "Accounting For Universities' Impact : Using Augmented Data To Measure Academic Engagement and Commercialization by Academic Scientists," Research Evaluation, Vol.24, No.4(2015), pp. 380-391. https://doi.org/10.1093/reseval/rvv020
  64. Pitsis, T.S., S. Sankaran, S. Gudergan, and S.R. Clegg, "Governing Projects Under Complexity : Theory and Practice In Project Management," International Journal of Project Management, Vol.32, No.8(2014), pp.1285-1290. https://doi.org/10.1016/j.ijproman.2014.09.001
  65. Pittaway, L., M. Robertson, K. Munir, D. Denyer, and A. Neely, "Networking and Innovation : A Systematic Review of The Evidence," International Journal of Management Reviews, Vol.5-6, No.3-4(2004), pp.137-168. https://doi.org/10.1111/j.1460-8545.2004.00101.x
  66. Porter, A.L. and J. Youtie, "Where Does Nanotechnology Belong In The Map of Science?" Nat Nanotechnol, Vol4, No.9(2009), pp.534-536. https://doi.org/10.1038/nnano.2009.207
  67. Prahalad, C.K. and G. Hamel, "The Core Competence of The Corporation," Harvard Business Review, Vol.68, No.3(1990), pp.79-91.
  68. Provan, K.G. and R.H. Lemaire, "Core Concepts and Key Ideas For Understanding Public Sector Organizational Networks : Using Research To Inform Scholarship and Practice," Public Administration Review, Vol.72, No.5(2012), pp.638-648. https://doi.org/10.1111/j.1540-6210.2012.02595.x
  69. Provan, K.G. and H.B. Milward, "A Preliminary Theory of Interorganizational Network Effectiveness : A Comparative Study of Four Community Mental Health Systems," Administrative Science Quarterly, Vol.40, No.1(1995), pp.1-33. https://doi.org/10.2307/2393698
  70. Roussel, P.A., K.N. Saad, and T.J. Erickson, Third Generation R&D : Managing The Link To Corporate Strategy, Harvard Business School Press, 1991.
  71. Schreiber, T., "Measuring Information Transfer," Physical Review Letters, Vol.85, No.2 (2000), pp.461-464. https://doi.org/10.1103/PhysRevLett.85.461
  72. Sci2 Team, Science of Science (Sci2) Tool, Indiana University and Sci Tech Strategies, [Computer Program]. Available At Http://Sci2.Cns.Iu.Edu. 2009.
  73. Scott, J., Social Network Analysis : A Handbook, Sage Publications, 2000.
  74. Shannon, C.E., "A Mathematical Theory of Communication," Bell System Technical Journal, Vol.27, No.3(1948), pp.379-423. https://doi.org/10.1002/j.1538-7305.1948.tb01338.x
  75. Small, H., "Tracking and Predicting Growth Areas In Science," Scientometrics, Vol.68, No.3(2006), pp.595-610. https://doi.org/10.1007/s11192-006-0132-y
  76. Smith, K.G., C.J. Collins, and K.D. Clark, "Existing Knowledge, Knowledge Creation Capability, and The Rate of New Product Introduction In High-Technology Firms," The Academy of Management Journal, Vol. 48, No.2(2005), pp.346-357. https://doi.org/10.5465/AMJ.2005.16928421
  77. Solee, R.V., S. Valverde, M.R. Casals, S.A. Kauffman, D. Farmer, and N. Eldredge, "The Evolutionary Ecology of Technological Innovations," Complexity, Vol.18, No.4(2013), pp. 15-27. https://doi.org/10.1002/cplx.21436
  78. Steeg, G.V. and A. Galstyan, Information Transfer In Social Media. In Proceedings of The Proceedings of The 21St International Conference On World Wide Web (Lyon, France 2012), Acm, 2187906, (2012), pp.509-518.
  79. Tashiro, H., A. Lau, J. Mori, N. Fujii, and Y. Kajikawa, "E-Mail Networks and Leadership Performance," Journal of The American Society For Information Science and Technology, Vol.63, No.3(2012), pp.600-606. https://doi.org/10.1002/asi.21667
  80. Teece, D.J., G. Pisano, and A. Shuen, "Dynamic Capabilities and Strategic Management," Strategic Management Journal, Vol.18, No.7 (1997), pp.509-533. https://doi.org/10.1002/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-Z
  81. Trajtenberg, M., "A Penny For Your Quotes : Patent Citations and The Value of Innovations," The Rand Journal of Economics, Vol. 21, No.1(1990), pp.172-187. https://doi.org/10.2307/2555502
  82. Vicente, R., M. Wibral, M. Lindner, and G. Pipa, "Transfer Entropy-A Model-Free Measure of Effective Connectivity For The Neurosciences," J Comput Neurosci, Vol.30, No.1 (2011), pp.45-67. https://doi.org/10.1007/s10827-010-0262-3
  83. Wiener, N., The Theory of Prediction Mcgraw-Hill : New York, Ny, Usa, (1956), pp. 165-183.
  84. Yan, E., "Finding Knowledge Paths Among Scientific Disciplines," Journal of The Association For Information Science and Technology, Vol.65, No.11(2014), pp.2331-2347. https://doi.org/10.1002/asi.23106
  85. Yang, H. and W.-S. Jung, "A Strategic Management Approach For Korean Public Research Institutes Based On Bibliometric Investigation," Quality and Quantity, Vol.49, No.4(2014), pp.1437-1464. https://doi.org/10.1007/s11135-014-0091-y
  86. Yunsook, H., "Collaboration Management Strategies and Product Development Performance," Journal of The Korean Operations Research and Management Science Society, Vol.39, No.3(2014), pp.93-115. https://doi.org/10.7737/JKORMS.2014.39.3.093
  87. Zhang, H., P. Meltzer, and S. Davis, "Rcircos : An R Package For Circos 2D Track Plots," Bmc Bioinformatics, Vol.14, No.244(2013), pp.1-5. https://doi.org/10.1186/1471-2105-14-1
  88. Zhou, Y.B., L.Y. Lu, and M.H. Li, "Quantifying The Influence of Scientists and Their Publications : Distinguishing Between Prestige and Popularity," New Journal of Physics, Vol.14, No.3(2012).