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Triple Helix Indicators (Mutual Information)/证据
方法证据记录

Triple Helix Indicators (Mutual Information)

Triple Helix indicators measure the interaction among universities, industry, and government in a knowledge-based innovation system using information theory. Building on the Triple Helix model of Henry Etzkowitz and Loet Leydesdorff, Leydesdorff proposed in 2003 that the three-way mutual information across these institutional dimensions provides a quantitative indicator of how much the three spheres jointly organize an innovation system. When this three-way mutual information is negative, it signals synergy and self-organization: knowing the values on any two dimensions tells you more about the third than their pairwise relations alone would suggest, a hallmark of an integrated, co-evolving system. Computed over publications, patents, or firm data tagged by geography, sector, and technology, the indicator lets analysts compare regions and nations on the strength of their university-industry-government coupling.

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Triple Helix Indicators: Mutual Information of University-Industry-Government Relations
分类方法记录 · process-pipeline / bibliometrics
  • Leydesdorff, L. (2003). The mutual information of university-industry-government relations: An indicator of the Triple Helix dynamics. Scientometrics, 58(2), 445-467. · DOI 10.1023/A:1026253130577
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Same method familyPatent–Paper Citation Linkage (NPL)machine-suggested · Relational suggestion, not evidence.Same method familyTechnology Life Cycle Bibliometricsmachine-suggested · Relational suggestion, not evidence.Same method familyUsage Bibliometrics (Downloads and COUNTER)machine-suggested · Relational suggestion, not evidence.

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