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Volumn 99, Issue 1, 2014, Pages 27-35

A routine for measuring synergy in university-industry-government relations: Mutual information as a Triple-Helix and Quadruple-Helix indicator

Author keywords

Indicator; Information theory; Mutual information; Mutual redundancy; Quadruple Helix; Software; Triple Helix

Indexed keywords


EID: 84897597498     PISSN: 01389130     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11192-013-1079-4     Document Type: Article
Times cited : (57)

References (48)
  • 2
    • 85015437469 scopus 로고    scopus 로고
    • Italian industrial districts: A Triple Helix pattern of problem solving
    • Biggiero, L. (1998). Italian industrial districts: A Triple Helix pattern of problem solving. Industry and Higher Eductation, 12(4), 227-234.
    • (1998) Industry and Higher Eductation , vol.12 , Issue.4 , pp. 227-234
    • Biggiero, L.1
  • 4
    • 60849132212 scopus 로고    scopus 로고
    • Mode 3' and 'Quadruple Helix': toward a 21st century fractal innovation ecosystem
    • Carayannis, E. G., & Campbell, D. F. J. (2009). 'Mode 3' and 'Quadruple Helix': toward a 21st century fractal innovation ecosystem. International Journal of Technology Management, 46(3), 201-234.
    • (2009) International Journal of Technology Management , vol.46 , Issue.3 , pp. 201-234
    • Carayannis, E.G.1    Campbell, D.F.J.2
  • 5
    • 84864553399 scopus 로고    scopus 로고
    • Triple Helix, Quadruple Helix and Quintuple Helix and how do knowledge, innovation, and environment relate to each other?
    • Carayannis, E. G., & Campbell, D. F. J. (2010). Triple Helix, Quadruple Helix and Quintuple Helix and how do knowledge, innovation, and environment relate to each other? International Journal of Social Ecology and Sustainable Development, 1(1), 41-69.
    • (2010) International Journal of Social Ecology and Sustainable Development , vol.1 , Issue.1 , pp. 41-69
    • Carayannis, E.G.1    Campbell, D.F.J.2
  • 6
    • 31944437486 scopus 로고    scopus 로고
    • Internationalization of innovation systems: A survey of the literature
    • Carlsson, B. (2006). Internationalization of innovation systems: A survey of the literature. Research Policy, 35(1), 56-67.
    • (2006) Research Policy , vol.35 , Issue.1 , pp. 56-67
    • Carlsson, B.1
  • 8
    • 85015384143 scopus 로고
    • Absorptive capacity: A new perspective on learning and innovation
    • Cohen, W. M., & Levinthal, D. A. (1990). Absorptive capacity: A new perspective on learning and innovation. Administrative Science Quarterly, 35(1), 128-153.
    • (1990) Administrative Science Quarterly , vol.35 , Issue.1 , pp. 128-153
    • Cohen, W.M.1    Levinthal, D.A.2
  • 9
    • 0040713454 scopus 로고
    • The Triple Helix-university-industry-government relations: A laboratory for knowledge-based economic development
    • Etzkowitz, H., & Leydesdorff, L. (1995). The Triple Helix-university-industry-government relations: A laboratory for knowledge-based economic development. EASST Review, 14, 14-19.
    • (1995) EASST Review , vol.14 , pp. 14-19
    • Etzkowitz, H.1    Leydesdorff, L.2
  • 10
    • 0000834621 scopus 로고    scopus 로고
    • The dynamics of innovation: From national systems and 'Mode 2' to a Triple Helix of university-industry-government relations
    • Etzkowitz, H., & Leydesdorff, L. (2000). The dynamics of innovation: From national systems and 'Mode 2' to a Triple Helix of university-industry-government relations. Research Policy, 29(2), 109-123.
    • (2000) Research Policy , vol.29 , Issue.2 , pp. 109-123
    • Etzkowitz, H.1    Leydesdorff, L.2
  • 11
    • 0002252991 scopus 로고
    • Structural crises of adjustment, business cycles and investment behaviour
    • G. Dosi, C. Freeman, R. Nelson, G. Silverberg, and L. Soete (Eds.), London: Pinter
    • Freeman, C., & Perez, C. (1988). Structural crises of adjustment, business cycles and investment behaviour. In G. Dosi, C. Freeman, R. Nelson, G. Silverberg, & L. Soete (Eds.), Technical change and economic theory (pp. 38-66). London: Pinter.
    • (1988) Technical Change and Economic Theory , pp. 38-66
    • Freeman, C.1    Perez, C.2
  • 14
    • 60749124358 scopus 로고
    • Q; an interpretation of the information theoretical Q-measures
    • R. Trappl, G. J. Klir, and F. Pichler (Eds.), New York: Hemisphere
    • Krippendorff, K. (1980). Q; an interpretation of the information theoretical Q-measures. In R. Trappl, G. J. Klir, & F. Pichler (Eds.), Progress in cybernetics and systems research (Vol. VIII, pp. 63-67). New York: Hemisphere.
    • (1980) Progress in Cybernetics and Systems Research , vol.VIII , pp. 63-67
    • Krippendorff, K.1
  • 15
    • 60749110721 scopus 로고    scopus 로고
    • W. Ross Ashby's information theory: A bit of history, some solutions to problems, and what we face today
    • Krippendorff, K. (2009a). W. Ross Ashby's information theory: A bit of history, some solutions to problems, and what we face today. International Journal of General Systems, 38(2), 189-212.
    • (2009) International Journal of General Systems , vol.38 , Issue.2 , pp. 189-212
    • Krippendorff, K.1
  • 16
    • 74949141317 scopus 로고    scopus 로고
    • Information of interactions in complex systems
    • Krippendorff, K. (2009b). Information of interactions in complex systems. International Journal of General Systems, 38(6), 669-680.
    • (2009) International Journal of General Systems , vol.38 , Issue.6 , pp. 669-680
    • Krippendorff, K.1
  • 17
    • 82655172370 scopus 로고    scopus 로고
    • Has globalization strengthened South Korea's national research system? National and international dynamics of the Triple Helix of scientific co-authorship relationships in South Korea
    • doi:10.1007/s11192-011-0512-9
    • Kwon, K. S., Park, H. W., So, M., & Leydesdorff, L. (2012). Has globalization strengthened South Korea's national research system? National and international dynamics of the Triple Helix of scientific co-authorship relationships in South Korea. Scientometrics, 90(1), 163-175. doi: 10. 1007/s11192-011-0512-9.
    • (2012) Scientometrics , vol.90 , Issue.1 , pp. 163-175
    • Kwon, K.S.1    Park, H.W.2    So, M.3    Leydesdorff, L.4
  • 18
    • 79957917297 scopus 로고    scopus 로고
    • Regional innovation systems in Hungary: The failing synergy at the national level
    • doi:10.1080/00343401003614274
    • Lengyel, B., & Leydesdorff, L. (2011). Regional innovation systems in Hungary: The failing synergy at the national level. Regional Studies, 45(5), 677-693. doi: 10. 1080/00343401003614274.
    • (2011) Regional Studies , vol.45 , Issue.5 , pp. 677-693
    • Lengyel, B.1    Leydesdorff, L.2
  • 19
    • 5544316588 scopus 로고
    • Knowledge representations, bayesian inferences, and empirical science studies
    • Leydesdorff, L. (1992). Knowledge representations, bayesian inferences, and empirical science studies. Social Science Information, 31(2), 213-237.
    • (1992) Social Science Information , vol.31 , Issue.2 , pp. 213-237
    • Leydesdorff, L.1
  • 21
    • 4243082582 scopus 로고    scopus 로고
    • The mutual information of university-industry-government relations: An indicator of the Triple Helix dynamics
    • Leydesdorff, L. (2003). The mutual information of university-industry-government relations: An indicator of the Triple Helix dynamics. Scientometrics, 58(2), 445-467.
    • (2003) Scientometrics , vol.58 , Issue.2 , pp. 445-467
    • Leydesdorff, L.1
  • 22
    • 77953502798 scopus 로고    scopus 로고
    • Redundancy in systems which entertain a model of themselves: Interaction information and the self-organization of anticipation
    • doi:10.3390/e12010063
    • Leydesdorff, L. (2010). Redundancy in systems which entertain a model of themselves: Interaction information and the self-organization of anticipation. Entropy, 12(1), 63-79. doi: 10. 3390/e12010063.
    • (2010) Entropy , vol.12 , Issue.1 , pp. 63-79
    • Leydesdorff, L.1
  • 23
    • 79959645701 scopus 로고    scopus 로고
    • "Structuration" by intellectual organization: The configuration of knowledge in relations among scientific texts
    • Leydesdorff, L. (2011). "Structuration" by intellectual organization: The configuration of knowledge in relations among scientific texts. Scientometrics, 88(2), 499-520.
    • (2011) Scientometrics , vol.88 , Issue.2 , pp. 499-520
    • Leydesdorff, L.1
  • 24
    • 84871459063 scopus 로고    scopus 로고
    • The Triple Helix, Quadruple Helix,..., and an N-tuple of helices: Explanatory models for analyzing the knowledge-based economy?
    • doi:10.1007/s13132-13011-10049-13134
    • Leydesdorff, L. (2012a). The Triple Helix, Quadruple Helix,..., and an N-tuple of helices: Explanatory models for analyzing the knowledge-based economy? Journal of the Knowledge Economy, 3(1), 25-35. doi: 10. 1007/s13132-13011-10049-13134.
    • (2012) Journal of the Knowledge Economy , vol.3 , Issue.1 , pp. 25-35
    • Leydesdorff, L.1
  • 25
    • 84881615987 scopus 로고    scopus 로고
    • Statistics for the dynamic analysis of scientometric data: The evolution of the sciences in terms of trajectories and regimes
    • doi:10.1007/s11192-012-0917-0
    • Leydesdorff, L. (2012b). Statistics for the dynamic analysis of scientometric data: The evolution of the sciences in terms of trajectories and regimes. Scientometrics,. doi: 10. 1007/s11192-012-0917-0.
    • (2012) Scientometrics
    • Leydesdorff, L.1
  • 26
    • 33644506178 scopus 로고    scopus 로고
    • Measuring the knowledge base of an economy in terms of Triple-Helix relations among 'Technology, Organization, and Territory
    • Leydesdorff, L., Dolfsma, W., & van der Panne, G. (2006). Measuring the knowledge base of an economy in terms of Triple-Helix relations among 'Technology, Organization, and Territory'. Research Policy, 35(2), 181-199.
    • (2006) Research Policy , vol.35 , Issue.2 , pp. 181-199
    • Leydesdorff, L.1    Dolfsma, W.2    van der Panne, G.3
  • 27
    • 0037967292 scopus 로고    scopus 로고
    • Can "The Public" be considered as a fourth Helix in university-industry-government relations? Report of the fourth Triple Helix conference
    • Leydesdorff, L., & Etzkowitz, H. (2003). Can "The Public" be considered as a fourth Helix in university-industry-government relations? Report of the fourth Triple Helix conference. Science and Public Policy, 30(1), 55-61.
    • (2003) Science and Public Policy , vol.30 , Issue.1 , pp. 55-61
    • Leydesdorff, L.1    Etzkowitz, H.2
  • 28
    • 33751235600 scopus 로고    scopus 로고
    • Measuring the knowledge base of regional innovation systems in Germany in terms of a Triple Helix dynamics
    • Leydesdorff, L., & Fritsch, M. (2006). Measuring the knowledge base of regional innovation systems in Germany in terms of a Triple Helix dynamics. Research Policy, 35(10), 1538-1553.
    • (2006) Research Policy , vol.35 , Issue.10 , pp. 1538-1553
    • Leydesdorff, L.1    Fritsch, M.2
  • 29
    • 84896492042 scopus 로고    scopus 로고
    • Mutual redundancies in inter-human communication systems: Steps towards a calculus of processing meaning
    • available at
    • Leydesdorff, L., & Ivanova, I. A. (2013). Mutual redundancies in inter-human communication systems: Steps towards a calculus of processing meaning. Journal of the American Society for Information Science and Technology; available at http://arxiv. org/abs/1301. 6849.
    • (2013) Journal of the American Society for Information Science and Technology
    • Leydesdorff, L.1    Ivanova, I.A.2
  • 30
    • 84897653867 scopus 로고    scopus 로고
    • Innovation as a nonlinear process, the scientometric perspective, and the specification of an "Innovation Opportunities Explorer"
    • available at
    • Leydesdorff, L., Rotolo, D., & de Nooy, W. (2012). Innovation as a nonlinear process, the scientometric perspective, and the specification of an "Innovation Opportunities Explorer". Technology Analysis and Strategic Management; available at http://arxiv. org/abs/1202. 6235.
    • (2012) Technology Analysis and Strategic Management
    • Leydesdorff, L.1    Rotolo, D.2    de Nooy, W.3
  • 32
    • 64149113493 scopus 로고    scopus 로고
    • National and international dimensions of the Triple Helix in Japan: University-industry-government versus international co-authorship relations
    • Leydesdorff, L., & Sun, Y. (2009). National and international dimensions of the Triple Helix in Japan: University-industry-government versus international co-authorship relations. Journal of the American Society for Information Science and Technology, 60(4), 778-788.
    • (2009) Journal of the American Society for Information Science and Technology , vol.60 , Issue.4 , pp. 778-788
    • Leydesdorff, L.1    Sun, Y.2
  • 34
    • 0003487794 scopus 로고
    • Stanford, CA: Stanford University Press
    • Luhmann, N. (1995). Social systems. Stanford, CA: Stanford University Press.
    • (1995) Social Systems
    • Luhmann, N.1
  • 35
    • 0002801737 scopus 로고
    • Multivariate information transmission
    • McGill, W. J. (1954). Multivariate information transmission. Psychometrika, 19(2), 97-116.
    • (1954) Psychometrika , vol.19 , Issue.2 , pp. 97-116
    • McGill, W.J.1
  • 36
    • 76149129371 scopus 로고    scopus 로고
    • Mapping the e-science landscape in South Korea using the webometrics method
    • Park, H. W. (2010). Mapping the e-science landscape in South Korea using the webometrics method. Journal of Computer-Mediated Communication, 15(2), 211-229.
    • (2010) Journal of Computer-Mediated Communication , vol.15 , Issue.2 , pp. 211-229
    • Park, H.W.1
  • 37
    • 24344490340 scopus 로고    scopus 로고
    • A comparison of the knowledge-based innovation systems in the economies of South Korea and The Netherlands using Triple Helix indicators
    • Park, H. W., Hong, H. D., & Leydesdorff, L. (2005). A comparison of the knowledge-based innovation systems in the economies of South Korea and The Netherlands using Triple Helix indicators. Scientometrics, 65(1), 3-27.
    • (2005) Scientometrics , vol.65 , Issue.1 , pp. 3-27
    • Park, H.W.1    Hong, H.D.2    Leydesdorff, L.3
  • 38
    • 77951141976 scopus 로고    scopus 로고
    • Longitudinal trends in networks of university-industry-government relations in South Korea: The role of programmatic incentives
    • Park, H. W., & Leydesdorff, L. (2010). Longitudinal trends in networks of university-industry-government relations in South Korea: The role of programmatic incentives. Research Policy, 39(5), 640-649.
    • (2010) Research Policy , vol.39 , Issue.5 , pp. 640-649
    • Park, H.W.1    Leydesdorff, L.2
  • 39
    • 84897642019 scopus 로고    scopus 로고
    • Paper presented at the 12th international conference about the triple helix of university-industry-government relations, London, UK
    • Perevodchikov, E., Uvarov, A., & Leydesdorff, L. (2013). Measuring synergy in the Russian innovation system. Paper presented at the 12th international conference about the triple helix of university-industry-government relations, London, UK.
    • (2013) Measuring synergy in the Russian innovation system
    • Perevodchikov, E.1    Uvarov, A.2    Leydesdorff, L.3
  • 40
    • 84940644968 scopus 로고
    • A mathematical theory of communication
    • Shannon, C. E. (1948). A mathematical theory of communication. Bell System Technical Journal, 27, 379-423 and 623-656.
    • (1948) Bell System Technical Journal , vol.27
    • Shannon, C.E.1
  • 42
    • 84873989286 scopus 로고    scopus 로고
    • Where is synergy in the Norwegian innovation system indicated? Triple Helix relations among technology, organization, and geography
    • Strand, Ø., & Leydesdorff, L. (2013). Where is synergy in the Norwegian innovation system indicated? Triple Helix relations among technology, organization, and geography. Technological Forecasting and Social Change, 80(3), 471-484.
    • (2013) Technological Forecasting and Social Change , vol.80 , Issue.3 , pp. 471-484
    • Strand, Ø.1    Leydesdorff, L.2
  • 46
    • 84981583975 scopus 로고
    • The product cycle hypothesis in a new international environment
    • Vernon, R. (1979). The product cycle hypothesis in a new international environment. Oxford Bulletin of Economics and Statistics, 41(4), 255-267.
    • (1979) Oxford Bulletin of Economics and Statistics , vol.41 , Issue.4 , pp. 255-267
    • Vernon, R.1


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