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Triple helix in the science and technology innovation centers of China from the perspective of mutual information: a comparative study between Beijing and Shanghai

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  • Weimin Kang

    (University of Science and Technology of China
    University of Science and Technology of China)

  • Shuliang Zhao

    (University of Science and Technology of China
    University of Science and Technology of China)

  • Wei Song

    (University of Science and Technology of China
    University of Science and Technology of China)

  • Tao Zhuang

    (Weifang University)

Abstract

In this study, we measure the systemness of the triple helix (TH) relationship of universities, industries, and governments (UIGs) of Beijing and Shanghai science and technology innovation centers from the perspectives of horizontal comparison and vertical evolution. Information entropy theory and TH indicators are used to measure the author’s institutional information based on the Web of Science core collection database from 2008 to 2017. The TH network is measured by mutual information among institutions. Research reveals that relative to governments and industries, universities are the main force of innovation. University–government bilateral cooperation represents the tightest type of network in Shanghai. By contrast, university–industry bilateral cooperation in Beijing is the tightest in latest years. The innovation system of UIG cooperation in Beijing and Shanghai has started to take shape. However, the tightness of TH relationships in both cities displayed long-term trends of weakening, and the centrifugal force of each innovation subject was greater than the centripetal force. Accordingly, we propose policy recommendations to optimize the TH innovation network of science and technology innovation centers.

Suggested Citation

  • Weimin Kang & Shuliang Zhao & Wei Song & Tao Zhuang, 2019. "Triple helix in the science and technology innovation centers of China from the perspective of mutual information: a comparative study between Beijing and Shanghai," Scientometrics, Springer;Akadémiai Kiadó, vol. 118(3), pages 921-940, March.
    • Handle: RePEc:spr:scient:v:118:y:2019:i:3:d:10.1007_s11192-019-03017-y
    DOI: 10.1007/s11192-019-03017-y
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    as
    1. Nick Taylor Buck & Aidan While, 2017. "Competitive urbanism and the limits to smart city innovation: The UK Future Cities initiative," Urban Studies, Urban Studies Journal Limited, vol. 54(2), pages 501-519, February.
    2. Haneul Kim & Minghao Huang & Furong Jin & David Bodoff & Junghoon Moon & Young Chan Choe, 2012. "Triple helix in the agricultural sector of Northeast Asian countries: a comparative study between Korea and China," Scientometrics, Springer;Akadémiai Kiadó, vol. 90(1), pages 101-120, January.
    3. Leydesdorff, Loet & Fritsch, Michael, 2006. "Measuring the knowledge base of regional innovation systems in Germany in terms of a Triple Helix dynamics," Research Policy, Elsevier, vol. 35(10), pages 1538-1553, December.
    4. Auerswald, Philip E & Branscomb, Lewis M, 2003. "Valleys of Death and Darwinian Seas: Financing the Invention to Innovation Transition in the United States," The Journal of Technology Transfer, Springer, vol. 28(3-4), pages 227-239, August.
    5. Gohar Feroz Khan & Han Woo Park, 2011. "Measuring the triple helix on the web: Longitudinal trends in the university‐industry‐government relationship in Korea," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 62(12), pages 2443-2455, December.
    6. Fred Y. Ye & Susan S. Yu & Loet Leydesdorff, 2013. "The Triple Helix of university‐industry‐government relations at the country level and its dynamic evolution under the pressures of globalization," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 64(11), pages 2317-2325, November.
    7. Cooke, Philip & Gomez Uranga, Mikel & Etxebarria, Goio, 1997. "Regional innovation systems: Institutional and organisational dimensions," Research Policy, Elsevier, vol. 26(4-5), pages 475-491, December.
    8. William McGill, 1954. "Multivariate information transmission," Psychometrika, Springer;The Psychometric Society, vol. 19(2), pages 97-116, June.
    9. Ki-Seok Kwon & Han Woo Park & Minho So & Loet Leydesdorff, 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, Springer;Akadémiai Kiadó, vol. 90(1), pages 163-176, January.
    10. Yun-Chung Chen, 2008. "Why Do Multinational Corporations Locate Their Advanced R&D Centres in Beijing?," Journal of Development Studies, Taylor & Francis Journals, vol. 44(5), pages 622-644.
    11. Md. Dulal Hossain & Junghoon Moon & Hyoung Goo Kang & Sung Chul Lee & Young Chan Choe, 2012. "Mapping the dynamics of knowledge base of innovations of R&D in Bangladesh: triple helix perspective," Scientometrics, Springer;Akadémiai Kiadó, vol. 90(1), pages 57-83, January.
    12. Bobby Swar & Gohar Feroz Khan, 2013. "An analysis of the information technology outsourcing domain: A social network and Triple helix approach," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 64(11), pages 2366-2378, November.
    13. Loet Leydesdorff, 2003. "The mutual information of university-industry-government relations: An indicator of the Triple Helix dynamics," Scientometrics, Springer;Akadémiai Kiadó, vol. 58(2), pages 445-467, October.
    14. Gohar Feroz Khan & Han Woo Park, 2011. "Measuring the triple helix on the web: Longitudinal trends in the university-industry-government relationship in Korea," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 62(12), pages 2443-2455, December.
    15. Leydesdorff, Loet & Dolfsma, Wilfred & Van der Panne, Gerben, 2006. "Measuring the knowledge base of an economy in terms of triple-helix relations among 'technology, organization, and territory'," Research Policy, Elsevier, vol. 35(2), pages 181-199, March.
    16. Wagner, Caroline S. & Leydesdorff, Loet, 2005. "Network structure, self-organization, and the growth of international collaboration in science," Research Policy, Elsevier, vol. 34(10), pages 1608-1618, December.
    17. Louis-Michel Lebeau & Marie-Claude Laframboise & Vincent Larivière & Yves Gingras, 2008. "The effect of university–industry collaboration on the scientific impact of publications: the Canadian case, 1980–2005," Research Evaluation, Oxford University Press, vol. 17(3), pages 227-232, September.
    18. Lee, Young Hoon & Kim, YoungJun, 2016. "Analyzing interaction in R&D networks using the Triple Helix method: Evidence from industrial R&D programs in Korean government," Technological Forecasting and Social Change, Elsevier, vol. 110(C), pages 93-105.
    19. Lundvall, Bengt-Ake & Johnson, Bjorn & Andersen, Esben Sloth & Dalum, Bent, 2002. "National systems of production, innovation and competence building," Research Policy, Elsevier, vol. 31(2), pages 213-231, February.
    20. Sujin Choi & Joshua SungWoo Yang & Han Woo Park, 2015. "The triple helix and international collaboration in science," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 66(1), pages 201-212, January.
    21. Fagerberg, Jan & Srholec, Martin, 2008. "National innovation systems, capabilities and economic development," Research Policy, Elsevier, vol. 37(9), pages 1417-1435, October.
    22. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    23. Javier Revilla DIEZ, 2002. "Metropolitan Innovation Systems: A Comparison between Barcelona, Stockholm, and Vienna," International Regional Science Review, , vol. 25(1), pages 63-85, January.
    24. Etzkowitz, Henry & Leydesdorff, Loet, 2000. "The dynamics of innovation: from National Systems and "Mode 2" to a Triple Helix of university-industry-government relations," Research Policy, Elsevier, vol. 29(2), pages 109-123, February.
    25. Loet Leydesdorff & Han Woo Park & Balazs Lengyel, 2014. "A routine for measuring synergy in university–industry–government relations: mutual information as a Triple-Helix and Quadruple-Helix indicator," Scientometrics, Springer;Akadémiai Kiadó, vol. 99(1), pages 27-35, April.
    26. Bobby Swar & Gohar Feroz Khan, 2013. "An analysis of the information technology outsourcing domain: A social network and Triple helix approach," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 64(11), pages 2366-2378, November.
    27. Zhao, S.L. & Cacciolatti, L. & Lee, S.H. & Song, W., 2015. "Regional collaborations and indigenous innovation capabilities in China: A multivariate method for the analysis of regional innovation systems," Technological Forecasting and Social Change, Elsevier, vol. 94(C), pages 202-220.
    28. Loet Leydesdorff, 2012. "The Triple Helix, Quadruple Helix, …, and an N-Tuple of Helices: Explanatory Models for Analyzing the Knowledge-Based Economy?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 3(1), pages 25-35, March.
    29. Manfred M. Fischer & Javier Revilla Diez & Folke Snickars, 2001. "Metropolitan Innovation Systems," Advances in Spatial Science, Springer, number 978-3-662-04630-2, Fall.
    30. Loet Leydesdorff & Yuan Sun, 2009. "National and international dimensions of the Triple Helix in Japan: University–industry–government versus international coauthorship relations," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 60(4), pages 778-788, April.
    31. Loet Leydesdorff & Henry Etzkowitz, 1998. "The Triple Helix as a model for innovation studies," Science and Public Policy, Oxford University Press, vol. 25(3), pages 195-203, June.
    32. Park, Han Woo & Leydesdorff, Loet, 2010. "Longitudinal trends in networks of university-industry-government relations in South Korea: The role of programmatic incentives," Research Policy, Elsevier, vol. 39(5), pages 640-649, June.
    33. Liu, Meng-chun & Chen, Shin-Horng, 2012. "MNCs’ offshore R&D networks in host country's regional innovation system: The case of Taiwan-based firms in China," Research Policy, Elsevier, vol. 41(6), pages 1107-1120.
    34. Han Woo Park & Heung Deug Hong & Loet Leydesdorff, 2005. "A comparison of the knowledge-based innovation systems in the economies of South Korea and the Netherlands using Triple Helix indicators," Scientometrics, Springer;Akadémiai Kiadó, vol. 65(1), pages 3-27, October.
    35. Chung Joo Chung, 2014. "An analysis of the status of the Triple Helix and university–industry–government relationships in Asia," Scientometrics, Springer;Akadémiai Kiadó, vol. 99(1), pages 139-149, April.
    36. Loet Leydesdorff & Evgeniy Perevodchikov & Alexander Uvarov, 2015. "Measuring triple-helix synergy in the Russian innovation systems at regional, provincial, and national levels," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 66(6), pages 1229-1238, June.
    37. Jung Cheol Shin & Soo Jeung Lee & Yangson Kim, 2012. "Knowledge-based innovation and collaboration: a triple-helix approach in Saudi Arabia," Scientometrics, Springer;Akadémiai Kiadó, vol. 90(1), pages 311-326, January.
    38. Martin Meyer & Kevin Grant & Piera Morlacchi & Dagmara Weckowska, 2014. "Triple Helix indicators as an emergent area of enquiry: a bibliometric perspective," Scientometrics, Springer;Akadémiai Kiadó, vol. 99(1), pages 151-174, April.
    39. Gohar Feroz Khan & Seong Eun Cho & Han Woo Park, 2012. "A comparison of the Daegu and Edinburgh musical industries: a triple helix approach," Scientometrics, Springer;Akadémiai Kiadó, vol. 90(1), pages 85-99, January.
    40. Loet Leydesdorff & Ping Zhou, 2014. "Measuring the knowledge-based economy of China in terms of synergy among technological, organizational, and geographic attributes of firms," Scientometrics, Springer;Akadémiai Kiadó, vol. 98(3), pages 1703-1719, March.
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    Cited by:

    1. Jinyuan Ma, 2019. "Developing Joint R&D Institutes between Chinese Universities and International Enterprises in China’s Innovation System: A Case at Tsinghua University," Sustainability, MDPI, vol. 11(24), pages 1-25, December.
    2. Wei Feng & Ling Zhao & Yue Chen, 2022. "Research on Collaborative Innovation Mode of Enterprise Group from the Perspective of Comprehensive Innovation Management," Sustainability, MDPI, vol. 14(9), pages 1-19, April.
    3. Tuochen Li & Xinyu Zhou, 2022. "Research on the Mechanism of Government–Industry–University–Institute Collaborative Innovation in Green Technology Based on Game–Based Cellular Automata," IJERPH, MDPI, vol. 19(5), pages 1-25, March.
    4. Tao Zhuang & Zhixia Zhou & Qingjun Li, 2021. "University‐industry‐government triple helix relationship and regional innovation efficiency in China," Growth and Change, Wiley Blackwell, vol. 52(1), pages 349-370, March.
    5. Tao Zhuang & Shuliang Zhao & Mingliang Zheng & Jianxun Chu, 2021. "Triple helix relationship research on China's regional university–industry–government collaborative innovation: Based on provincial patent data," Growth and Change, Wiley Blackwell, vol. 52(3), pages 1361-1386, September.
    6. Carla Mascarenhas & Carla Marques & João J. Ferreira & Anderson Galvão, 2022. "University-Industry Collaboration in a Cross-Border Iberian Regions," International Regional Science Review, , vol. 45(4), pages 444-471, July.
    7. Yingkai Tang & Yaozhi Chen & Kun Wang & He Xu & Xiaoqi Yi, 2020. "An Analysis on the Spatial Effect of Absorptive Capacity on Regional Innovation Ability Based on Empirical Research in China," Sustainability, MDPI, vol. 12(7), pages 1-23, April.
    8. Tao, Zhuang & Shuliang, Zhao, 2022. "Collaborative innovation relationship in Yangtze River Delta of China: Subjects collaboration and spatial correlation," Technology in Society, Elsevier, vol. 69(C).

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