Advanced SearchSearch Tips
Knowledge Structures and Research Management based on Bibliographic Analysis : A Case of Government-funded Research Institutes in Korea
facebook(new window)  Pirnt(new window) E-mail(new window) Excel Download
 Title & Authors
Knowledge Structures and Research Management based on Bibliographic Analysis : A Case of Government-funded Research Institutes in Korea
Jung, Woo-Sung; Yang, Hyeonchae;
  PDF(new window)
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.
Thematic Causality;Research Portfolio;Research Management;Transfer Entropy;Causality Network;
 Cited by
박윤서, "서비스품질과 고객만족간의 인과관계 실증 분석", 한국경영과학회지, 제36권, 제4호(2011), pp.143-160.

박철순, "개방형 혁신 네트워크의 동태적 모형", 한국경영과학회지, 제40권, 제1호(2015), pp.5-19.

유경옥, 김향미, 김재욱, "연결망 분석을 이용한 마케팅 분야의 고객가치 연구의 진화 및 발전과정에 관한 연구", 한국경영과학회지, 제38권, 제2호(2013), pp.1-24.

정치영, 이재영, "SNA 기반 네트워크 파워를 이용한 지상전장정보체계 전투력 효과측정 모델제안", 한국경영과학회지, 제36권, 제4호(2011), pp.1-16.

Abdul Razak, F. and H.J. Jensen, "Quantifying 'Causality' in Complex Systems : Understanding Transfer Entropy," PLoS ONE, Vol.9, No.6(2014), e99462. crossref(new window)

Balassa, B., "Trade Liberalisation and "Revealed," Comparative Advantage," The Manchester School, Vol.33, No.2(1965), pp.99-123. crossref(new window)

Beaver, D.D., "Reflections on Scientific Collaboration (and its study) : Past, Present, and Future," Scientometrics, Vol.52, No.3(2001), pp.365-377. crossref(new window)

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. crossref(new window)

Beinhocker, E.D., The Origin of Wealth : Evolution, Complexity, and the Radical Remaking of Economics, Harvard Business School Press, 2006.

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. crossref(new window)

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. crossref(new window)

Bressler, S.L. and A.K. Seth, "Wiener-Granger causality : a well established methodology," Neuroimage, Vol.58, No.2(2011), pp.323-329. crossref(new window)

Burt, R.S., "Structural Holes and Good Ideas," American Journal of Sociology, Vol.110, No.2(2004), pp.349-399. crossref(new window)

Cantner, U. and B. Rake, "International research networks in pharmaceuticals : Structure and dynamics," Research Policy, Vol.43, No.2(2014), pp.333-348. crossref(new window)

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. crossref(new window)

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. crossref(new window)

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. crossref(new window)

Coombs, R., "Core competencies and the strategic management of R&D," R&D Management, Vol.26, No.4(1996), pp.345-355. crossref(new window)

Cooper, R., "New product portfolio management : practices and performance," Journal of Product Innovation Management, Vol.16, No.4(1999), pp.333-351. crossref(new window)

Council, N.R., Industrial Research and Innovation Indicators : Report of a Workshop, The National Academies Press, Washington, DC, 1997.

Crawford, L. and A.H. Nahmias, "Competencies for managing change," International Journal of Project Management, Vol.28, No.4 (2010), pp.405-412. crossref(new window)

Cunningham, P., "Policy : Set research priorities in a time of recession," Nature, Vol.502 (2013), pp.433-434. crossref(new window)

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. crossref(new window)

De Solla Price, D.J. and L. Weber, "Science since Babylon," Physics Today, Vol.14(1961), p.46.

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.

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. crossref(new window)

Fairclough, R. and M. Thelwall, "National research impact indicators from Mendeley readers," Journal of Informetrics, Vol.9, No.4 (2015), pp.845-859. crossref(new window)

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. crossref(new window)

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. crossref(new window)

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. crossref(new window)

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. crossref(new window)

Garfield, E. and R.K. Merton, "Citation indexing : Its theory and application in science, technology, and humanities," Wiley New York, 1979.

Goldsmith, S. and W.D. Eggers, Governing By Network : The New Shape of The Public Sector, Brookings Institution Press, 2004.

Granger, C.W.J., "Investigating Causal Relations By Econometric Models and Cross-Spectral Methods," Econometrica, Vol.37, No.3(1969), p.424. crossref(new window)

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. crossref(new window)

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. crossref(new window)

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. crossref(new window)

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.

Hess, D.J., "Science Studies : An Advanced Introduction," Nyu Press, 1997.

Hicklin, A., "Network Stability : Opportunity or Obstacles?," Public Organization Review, Vol.4, No.2(2004), pp.121-133. crossref(new window)

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. crossref(new window)

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. crossref(new window)

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. crossref(new window)

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. crossref(new window)

Kickert, W.J.M., E.H. Klijn, and J.F.M. Koppenjan, Managing Complex Networks : Strategies For The Public Sector, Sage Publications. 1997.

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.

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. crossref(new window)

Kwon, O. and J.S. Yang, "Information Flow Between Stock Indices," Epl(Europhysics Letters), Vol.82, No.6(2008), p.68003. crossref(new window)

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. crossref(new window)

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. crossref(new window)

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. crossref(new window)

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. crossref(new window)

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. crossref(new window)

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. crossref(new window)

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. crossref(new window)

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.

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. crossref(new window)

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. crossref(new window)

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.

Morris, N., "The Developing Role of Departments," Research Policy, Vol.31, No.5(2002), pp.817-833. crossref(new window)

Oecd, Governance of Public Research : Toward Better Practices, Paris, 2003.

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.

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. crossref(new window)

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. crossref(new window)

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. crossref(new window)

Porter, A.L. and J. Youtie, "Where Does Nanotechnology Belong In The Map of Science?" Nat Nanotechnol, Vol4, No.9(2009), pp.534-536. crossref(new window)

Prahalad, C.K. and G. Hamel, "The Core Competence of The Corporation," Harvard Business Review, Vol.68, No.3(1990), pp.79-91.

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. crossref(new window)

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. crossref(new window)

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.

Schreiber, T., "Measuring Information Transfer," Physical Review Letters, Vol.85, No.2 (2000), pp.461-464. crossref(new window)

Sci2 Team, Science of Science (Sci2) Tool, Indiana University and Sci Tech Strategies, [Computer Program]. Available At Http://Sci2.Cns.Iu.Edu. 2009.

Scott, J., Social Network Analysis : A Handbook, Sage Publications, 2000.

Shannon, C.E., "A Mathematical Theory of Communication," Bell System Technical Journal, Vol.27, No.3(1948), pp.379-423. crossref(new window)

Small, H., "Tracking and Predicting Growth Areas In Science," Scientometrics, Vol.68, No.3(2006), pp.595-610. crossref(new window)

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. crossref(new window)

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.

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.

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. crossref(new window)

Teece, D.J., G. Pisano, and A. Shuen, "Dynamic Capabilities and Strategic Management," Strategic Management Journal, Vol.18, No.7 (1997), pp.509-533. crossref(new window)

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. crossref(new window)

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. crossref(new window)

Wiener, N., The Theory of Prediction Mcgraw-Hill : New York, Ny, Usa, (1956), pp. 165-183.

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. crossref(new window)

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.

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. crossref(new window)

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. crossref(new window)

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).