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Have S&T Innovation and Educational Development in China’s Coastal Provinces and Regions Achieved Synchronization? A threshold approach

Author

Listed:
  • Haiying Liu

    (Dalian Maritime University)

  • Xianzhe Cai

    (Dalian Maritime University)

  • Yajing Hui

    (Dalian Maritime University)

Abstract

This article aims to assess the S&T innovation-education integration (STIEI) mechanism’s efficacy in the fast-evolving knowledge economy and to provide strategies for boosting the role of technology and knowledge in economic growth. Using data envelopment analysis (DEA) methods to process STIEI input-output panel data from 2006 to 2015, this paper first uses the coastal regions as an example, which are the frontier of China’s development, to measure and compare the efficiency of the three systems, including STIEI, S&T innovation, and education. Then, using the panel threshold regression method, we examine the effects of the innovation environment and the foundation of educational activities on economic performance in the coastal, central, and western regions individually, taking into account the reality of regional disparities in China. The results show that first, the STIEI mechanism, which considers S&T innovation and education as a whole, makes significantly more efficient use of human and financial resources. Second, the STIEI mechanism is unable to function at its best and leads to noticeable regional disparities in coastal regions due to the lack of synchronization between S&T innovation and education. Third, the effects of the innovation environment and the basis of educational activities on economic performance vary significantly across various Chinese areas. Our empirical evidence is valuable for local governments and policymakers to create more effective STIEI strategies and planning in developing countries.

Suggested Citation

  • Haiying Liu & Xianzhe Cai & Yajing Hui, 2024. "Have S&T Innovation and Educational Development in China’s Coastal Provinces and Regions Achieved Synchronization? A threshold approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 2808-2835, March.
  • Handle: RePEc:spr:jknowl:v:15:y:2024:i:1:d:10.1007_s13132-023-01164-5
    DOI: 10.1007/s13132-023-01164-5
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    1. Paul Vallance, 2016. "Universities, Public Research, and Evolutionary Economic Geography," Economic Geography, Taylor & Francis Journals, vol. 92(4), pages 355-377, October.
    2. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    3. Heini Shi, 2022. "Entrepreneurship, appropriate technologies and economic development in China," Chapters, in: Philippe Régnier & Daniel Frey & Samuel Pierre & Koshy Varghese & Pascal Wild (ed.), Handbook of Innovation & Appropriate Technologies for International Development, chapter 5, pages 54-70, Edward Elgar Publishing.
    4. Kristof De Witte & Laura López-Torres, 2017. "Efficiency in education: a review of literature and a way forward," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 68(4), pages 339-363, April.
    5. Cheng Zhang & Ziwei Zhao & Qunwei Wang, 2022. "Effect of Western Development Strategy on carbon productivity and its influencing mechanisms," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(4), pages 4963-5002, April.
    6. David A. Kirby & Hala H. El Hadidi, 2019. "University technology transfer efficiency in a factor driven economy: the need for a coherent policy in Egypt," The Journal of Technology Transfer, Springer, vol. 44(5), pages 1367-1395, October.
    7. Esther Wit-de Vries & Wilfred A. Dolfsma & Henny J. Windt & M. P. Gerkema, 2019. "Knowledge transfer in university–industry research partnerships: a review," The Journal of Technology Transfer, Springer, vol. 44(4), pages 1236-1255, August.
    8. Wu, Mingran & Zhao, Min & Wu, Zhaodan, 2019. "Evaluation of development level and economic contribution ratio of science and technology innovation in eastern China," Technology in Society, Elsevier, vol. 59(C).
    9. Pierre-Alexandre Balland & Ron Boschma, 2021. "Complementary interregional linkages and Smart Specialisation: an empirical study on European regions," Regional Studies, Taylor & Francis Journals, vol. 55(6), pages 1059-1070, June.
    10. Prokop, Viktor & Hajek, Petr & Stejskal, Jan, 2021. "Configuration Paths to Efficient National Innovation Ecosystems," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    11. Cinzia Colapinto & Colin Porlezza, 2012. "Innovation in Creative Industries: from the Quadruple Helix Model to the Systems Theory," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 3(4), pages 343-353, December.
    12. Tommaso Agasisti & Giuseppe Catalano & Paolo Landoni & Roberto Verganti, 2012. "Evaluating the performance of academic departments: an analysis of research-related output efficiency," Research Evaluation, Oxford University Press, vol. 21(1), pages 2-14, February.
    13. Yamin Du & Wonchul Seo, 2022. "A Comparative Study on the Efficiency of R&D Activities of Universities in China by Region Using DEA–Malmquist," Sustainability, MDPI, vol. 14(16), pages 1-13, August.
    14. Jaison Abel & Todd Gabe, 2011. "Human Capital and Economic Activity in Urban America," Regional Studies, Taylor & Francis Journals, vol. 45(8), pages 1079-1090.
    15. Esteban Lafuente & László Szerb & Zoltan J. Acs, 2016. "Country level efficiency and national systems of entrepreneurship: a data envelopment analysis approach," The Journal of Technology Transfer, Springer, vol. 41(6), pages 1260-1283, December.
    16. Calogero Guccio & Marco Ferdinando Martorana & Isidoro Mazza, 2016. "Efficiency assessment and convergence in teaching and research in Italian public universities," Scientometrics, Springer;Akadémiai Kiadó, vol. 107(3), pages 1063-1094, June.
    17. K Tone, 2002. "A strange case of the cost and allocative efficiencies in DEA," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 53(11), pages 1225-1231, November.
    18. Mohammad S. Khorsheed, 2017. "Learning from Global Pacesetters to Build the Country Innovation Ecosystem," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(1), pages 177-196, March.
    19. Lingyun Huang & Xiaming Liu & Lei Xu, 2012. "Regional Innovation and Spillover Effects of Foreign Direct Investment in China: A Threshold Approach," Regional Studies, Taylor & Francis Journals, vol. 46(5), pages 583-596, August.
    20. Argyropoulou, Maria & Soderquist, Klas Eric & Ioannou, George, 2019. "Getting out of the European Paradox trap: Making European research agile and challenge driven," European Management Journal, Elsevier, vol. 37(1), pages 1-5.
    21. Abbott, M. & Doucouliagos, C., 2003. "The efficiency of Australian universities: a data envelopment analysis," Economics of Education Review, Elsevier, vol. 22(1), pages 89-97, February.
    22. Igor Dubina & Elias Carayannis & David Campbell, 2012. "Creativity Economy and a Crisis of the Economy? Coevolution of Knowledge, Innovation, and Creativity, and of the Knowledge Economy and Knowledge Society," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 3(1), pages 1-24, March.
    23. Cristian Barra & Roberto Zotti, 2018. "The contribution of university, private and public sector resources to Italian regional innovation system (in)efficiency," The Journal of Technology Transfer, Springer, vol. 43(2), pages 432-457, April.
    24. Michael Fritsch & Viktor Slavtchev, 2011. "Determinants of the Efficiency of Regional Innovation Systems," Regional Studies, Taylor & Francis Journals, vol. 45(7), pages 905-918.
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