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Research on multiple improvement paths of national innovation output based on tsQCA

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  • Zhenxing Gong
  • Xiangge Wang
  • Miaomiao Li

Abstract

Based on the panel data of 118 countries from 2013 to 2024, this paper uses the tsQCA method to explore the synergistic effect of various factors of innovation input on innovation output capacity, and reveals multiple paths to improve national innovation output. The results show that there are four ways to improve the output of high innovation, which can be summarized into two models: “Institution + Human Capital and Research + Business Maturity” and “Infrastructure + Market Maturity + Business Maturity”, among which business maturity is an indispensable core factor for countries to improve their innovation output capacity. In the time dimension, the consistency level of the four high-innovation output configuration pathways in 2019–2020 was low. In the spatial dimension, there are obvious regional differences in innovation output among countries. Among them, there is a considerable gap in innovation output capacity in Africa compared with other regions; Influenced by the process of economic transformation and the pace of institutional improvement, the level of innovation output in Eastern Europe lies between that of Europe and America on one hand and Central and South Asia on the other; Central and South Asia has formed a gradient gap with Europe and America as a whole due to insufficient infrastructure and limited market maturity.

Suggested Citation

  • Zhenxing Gong & Xiangge Wang & Miaomiao Li, 2025. "Research on multiple improvement paths of national innovation output based on tsQCA," PLOS ONE, Public Library of Science, vol. 20(10), pages 1-16, October.
    • Handle: RePEc:plo:pone00:0333637
    DOI: 10.1371/journal.pone.0333637
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    References listed on IDEAS

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    1. Dominique Foray & Gaetan de Rassenfosse & George Abi Younes & Charles Ayoubi & Omar Ballester & Gabriele Cristelli & Matthias van den Heuvel & Ling Zhou & Gabriele Pellegrino & Patrick Gaulé & Elizab, 2020. "COVID-19: Insights from Innovation Economists," Working Papers 10, Chair of Science, Technology, and Innovation Policy.
      • Younes, George Abi & Ayoubi, Charles & Ballester, Omar & Cristelli, Gabriele & de Rassenfosse, Gaetan & Foray, Dominique & Gaule, Patrick & Pellegrino, Gabriele & van den Heuvel, Matthias & Webster, B, 2020. "COVID-19_Insights from Innovation Economists," SocArXiv b5zae, Center for Open Science.
    2. repec:osf:socarx:b5zae_v1 is not listed on IDEAS
    3. Khan, Muhammad Salar, 2022. "Absorptive capacities and economic growth in low- and middle-income economies," Structural Change and Economic Dynamics, Elsevier, vol. 62(C), pages 156-188.
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