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Innovation ecosystems theory revisited: The case of artificial intelligence in China

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  • Arenal, Alberto
  • Armuña, Cristina
  • Feijoo, Claudio
  • Ramos, Sergio
  • Xu, Zimu
  • Moreno, Ana

Abstract

Beyond the mainstream discussion on the key role of China in the global AI landscape, the knowledge about the real performance and future perspectives of the AI ecosystem in China is still limited. This paper evaluates the status and prospects of China's AI innovation ecosystem by developing a Triple Helix framework particularized for this case. Based on an in-depth qualitative study and on interviews with experts, the analysis section summarizes the way in which the AI innovation ecosystem in China is being built, which are the key features of the three spheres of the Triple Helix -governments, industry and academic/research institutions-as well as the dynamic context of the ecosystem through the identification of main aspects related to the flows of skills, knowledge and funding and the interactions among them. Using this approach, the discussion section illustrates the specificities of the AI innovation ecosystem in China, its strengths and its gaps, and which are its prospects. Overall, this revisited ecosystem approach permits the authors to address the complexity of emerging environments of innovation to draw meaningful conclusions which are not possible with mere observation. The results show how a favourable context, the broad adoption rate and the competition for talent and capital among regional-specialized clusters are boosting the advance of AI in China, mainly in the business to customer arena. Finally, the paper highlights the challenges ahead in the current implementation of the ecosystem that will largely determine the potential global leadership of China in this domain.

Suggested Citation

  • Arenal, Alberto & Armuña, Cristina & Feijoo, Claudio & Ramos, Sergio & Xu, Zimu & Moreno, Ana, 2020. "Innovation ecosystems theory revisited: The case of artificial intelligence in China," Telecommunications Policy, Elsevier, vol. 44(6).
  • Handle: RePEc:eee:telpol:v:44:y:2020:i:6:s0308596120300525
    DOI: 10.1016/j.telpol.2020.101960
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    1. Martin Fransman, 2014. "Models of Innovation in Global ICT Firms: The Emerging Global Innovation Ecosystems," JRC Research Reports JRC90726, Joint Research Centre.
    2. David Audretsch & Colin Mason & Morgan P. Miles & Allan O’Connor, 2018. "The dynamics of entrepreneurial ecosystems," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 30(3-4), pages 471-474, March.
    3. Edward J. Malecki, 2011. "Connecting local entrepreneurial ecosystems to global innovation networks: open innovation, double networks and knowledge integration," International Journal of Entrepreneurship and Innovation Management, Inderscience Enterprises Ltd, vol. 14(1), pages 36-59.
    4. Juthathip Jongwanich & Archanun Kohpaiboon & Chih-Hai Yang, 2014. "Science park, triple helix, and regional innovative capacity: province-level evidence from China," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 19(2), pages 333-352, April.
    5. Amnon Frenkel & Shlomo Maital, 2014. "Mapping National Innovation Ecosystems," Books, Edward Elgar Publishing, number 15408.
    6. Asheim, Bjorn T & Isaksen, Arne, 2002. "Regional Innovation Systems: The Integration of Local 'Sticky' and Global 'Ubiquitous' Knowledge," The Journal of Technology Transfer, Springer, vol. 27(1), pages 77-86, January.
    7. Erik Stam, 2015. "Entrepreneurial Ecosystems and Regional Policy: A Sympathetic Critique," European Planning Studies, Taylor & Francis Journals, vol. 23(9), pages 1759-1769, September.
    8. Ben Spigel, 2017. "The Relational Organization of Entrepreneurial Ecosystems," Entrepreneurship Theory and Practice, , vol. 41(1), pages 49-72, January.
    9. 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.
    10. Henry Etzkowitz & Chunyan Zhou, 2006. "Triple Helix twins: innovation and sustainability," Science and Public Policy, Oxford University Press, vol. 33(1), pages 77-83, February.
    11. Xu, Guannan & Wu, Yuchen & Minshall, Tim & Zhou, Yuan, 2018. "Exploring innovation ecosystems across science, technology, and business: A case of 3D printing in China," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 208-221.
    12. Freeman, Chris, 1995. "The 'National System of Innovation' in Historical Perspective," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 19(1), pages 5-24, February.
    13. Michael G. Jacobides & Carmelo Cennamo & Annabelle Gawer, 2018. "Towards a theory of ecosystems," Strategic Management Journal, Wiley Blackwell, vol. 39(8), pages 2255-2276, August.
    14. Ron Adner & Rahul Kapoor, 2010. "Value creation in innovation ecosystems: how the structure of technological interdependence affects firm performance in new technology generations," Strategic Management Journal, Wiley Blackwell, vol. 31(3), pages 306-333, March.
    15. Ross Brown & Colin Mason, 2017. "Looking inside the spiky bits: a critical review and conceptualisation of entrepreneurial ecosystems," Small Business Economics, Springer, vol. 49(1), pages 11-30, June.
    16. Scaringella, Laurent & Radziwon, Agnieszka, 2018. "Innovation, entrepreneurial, knowledge, and business ecosystems: Old wine in new bottles?," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 59-87.
    17. Ben Spigel, 2016. "Developing and governing entrepreneurial ecosystems: the structure of entrepreneurial support programs in Edinburgh, Scotland," International Journal of Innovation and Regional Development, Inderscience Enterprises Ltd, vol. 7(2), pages 141-160.
    18. Ravi Chinta & Fiona Sussan, 2018. "A Triple-Helix Ecosystem for Entrepreneurship: A Case Review," International Studies in Entrepreneurship, in: Allan O'Connor & Erik Stam & Fiona Sussan & David B. Audretsch (ed.), Entrepreneurial Ecosystems, pages 67-80, Springer.
    19. Feijoo, Claudio & Gómez-Barroso, José-Luis & Aguado, Juan-Miguel & Ramos, Sergio, 2012. "Mobile gaming: Industry challenges and policy implications," Telecommunications Policy, Elsevier, vol. 36(3), pages 212-221.
    20. Yi Zhang & Xiao Zhou & Alan L. Porter & Jose M. Vicente Gomila & An Yan, 2014. "Triple Helix innovation in China’s dye-sensitized solar cell industry: hybrid methods with semantic TRIZ and technology roadmapping," Scientometrics, Springer;Akadémiai Kiadó, vol. 99(1), pages 55-75, April.
    21. Boyd Cohen, 2006. "Sustainable valley entrepreneurial ecosystems," Business Strategy and the Environment, Wiley Blackwell, vol. 15(1), pages 1-14, January.
    22. Van Roy, Vincent & Vertesy, Daniel & Damioli, Giacomo, 2019. "AI and Robotics Innovation: a Sectoral and Geographical Mapping using Patent Data," GLO Discussion Paper Series 433, Global Labor Organization (GLO).
    23. Acs, Zoltan J. & Estrin, Saul & Mickiewicz, Tomasz & Szerb, László, 2014. "The Continued Search for the Solow Residual: The Role of National Entrepreneurial Ecosystem," IZA Discussion Papers 8652, Institute of Labor Economics (IZA).
    24. Gomes, Leonardo Augusto de Vasconcelos & Facin, Ana Lucia Figueiredo & Salerno, Mario Sergio & Ikenami, Rodrigo Kazuo, 2018. "Unpacking the innovation ecosystem construct: Evolution, gaps and trends," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 30-48.
    25. Kolloch, Michael & Dellermann, Dominik, 2018. "Digital innovation in the energy industry: The impact of controversies on the evolution of innovation ecosystems," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 254-264.
    26. Oh, Deog-Seong & Phillips, Fred & Park, Sehee & Lee, Eunghyun, 2016. "Innovation ecosystems: A critical examination," Technovation, Elsevier, vol. 54(C), pages 1-6.
    27. Laurent Scaringella & Agnieszka Radziwon, 2018. "Innovative Entrepreneurial Knowledge-based Business Ecosystems: Old Wine in New Bottles?," Post-Print hal-01953922, HAL.
    28. Dedehayir, Ozgur & Mäkinen, Saku J. & Roland Ortt, J., 2018. "Roles during innovation ecosystem genesis: A literature review," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 18-29.
    29. Li, Shaomin & Li, Shuhe & Zhang, Weiying, 2000. "The Road to Capitalism: Competition and Institutional Change in China," Journal of Comparative Economics, Elsevier, vol. 28(2), pages 269-292, June.
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    2. Sun, Sunny Li & Choi, Yoona & Guo, Feng & Guo, Jinyu & Zou, Bo & Cui, Lin, 2023. "Winning intellectual property rights lawsuits in China," Journal of World Business, Elsevier, vol. 58(3).
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    5. Yu Zhang, 2022. "The construction of college students' sports health management service platform based on artificial intelligence," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 13(3), pages 1102-1110, December.
    6. Lijie Feng & Jiarui Lu & Jinfeng Wang, 2021. "A Systematic Review of Enterprise Innovation Ecosystems," Sustainability, MDPI, vol. 13(10), pages 1-26, May.
    7. Jing Liu & Mengbo Wang & Xiaoling Kang & Xia Zhang & Xing Chen, 2022. "Seizing the opportunity window of artificial intelligence in China: Towards an innovation policy mix framework for emerging technologies from an evolution perspective," Systems Research and Behavioral Science, Wiley Blackwell, vol. 39(3), pages 397-414, May.
    8. David Karpa & Torben Klarl & Michael Rochlitz, 2021. "Artificial Intelligence, Surveillance, and Big Data," Papers 2111.00992, arXiv.org.
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