IDEAS home Printed from https://ideas.repec.org/a/eee/teinso/v85y2026ics0160791x25003343.html

Spatiotemporal evolution and configuration pathways of digital-intelligent regional innovation ecosystem sustainability: Evidence from China based on symbiosis theory

Author

Listed:
  • Deng, Qinwen

Abstract

Amid the global wave of digital and intelligent transformation, Digital-Intelligent Regional Innovation Ecosystem Sustainability (DIRGIES) has become vital for promoting innovation, enhancing resilience, and overcoming growth bottlenecks. Grounded in symbiosis theory, this study develops a five-dimensional evaluation framework, which includes units, matrix, community, network, and environment. By integrating the CRITIC-TOPSIS method, spatial econometrics, and dynamic QCA, it systematically examines the spatiotemporal evolution and configuration pathways of DIRGIES across Chinese provinces from 2011 to 2023. The findings reveal that DIRGIES in China exhibit a spatial divergence pattern characterized by strong performance in the eastern region and weaker performance in the west; however, with the widespread adoption of digital technologies and deepening policy coordination, spatial dependence has weakened and network-based collaboration has intensified. Dynamic QCA identifies four configurations associated with high DIRGIES and four associated with low DIRGIES, highlighting the complex, nonlinear, and synergistic causal mechanisms among multiple factors. Digital-intelligent technologies significantly enhance system resilience by reconfiguring resource allocation, optimizing network structures, and strengthening environmental adaptability. Based on these insights, this study proposes a stratified, differentiated, and dynamically adaptive policy framework that provides a theoretical foundation and practical guidance for differentiated regional governance.

Suggested Citation

  • Deng, Qinwen, 2026. "Spatiotemporal evolution and configuration pathways of digital-intelligent regional innovation ecosystem sustainability: Evidence from China based on symbiosis theory," Technology in Society, Elsevier, vol. 85(C).
  • Handle: RePEc:eee:teinso:v:85:y:2026:i:c:s0160791x25003343
    DOI: 10.1016/j.techsoc.2025.103144
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0160791X25003343
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techsoc.2025.103144?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Daniel Fasnacht, 2018. "Open Innovation Ecosystems," Management for Professionals, Springer, edition 2, number 978-3-319-76394-1, December.
    2. Pang, Qinghua & Zheng, Hongbin & Zhang, Lina & Chiu, Yung-ho, 2025. "How does the regional digital innovation ecosystem lead to high energy efficiency? An exploratory study based on fsQCA," Renewable Energy, Elsevier, vol. 253(C).
    3. Luo, Ting & Zhang, Yongqing & Zheng, Minggui & Zheng, Sujiang & Gong, Yinyin, 2024. "Can science and technology resources co-evolve with high-tech industries? Empirical evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    4. Liang, Lin & Li, Yan, 2023. "How does government support promote digital economy development in China? The mediating role of regional innovation ecosystem resilience," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    5. Xie, Xuemei & Liu, Xiaojie & Blanco, Cristina, 2023. "Evaluating and forecasting the niche fitness of regional innovation ecosystems: A comparative evaluation of different optimized grey models," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    6. Pietronudo, Maria Cristina & Croidieu, Grégoire & Schiavone, Francesco, 2022. "A solution looking for problems? A systematic literature review of the rationalizing influence of artificial intelligence on decision-making in innovation management," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    7. Xin Xie & Hang Fu & Qisheng Zhu & Shanying Hu, 2024. "Integrated optimization modelling framework for low-carbon and green regional transitions through resource-based industrial symbiosis," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    8. Maria Cristina Pietronudo & Gregoire Croidieu & Francesco Schiavone, 2022. "A solution looking for problems? A systematic literature review of the rationalizing influence of artificial intelligence on decision-making in innovation management," Post-Print hal-04325569, HAL.
    9. He, Chen & Zhang, Yinliang & Wang, Na, 2025. "Intellectual property financing and enterprise growth," Finance Research Letters, Elsevier, vol. 77(C).
    10. Datta, Surja & Saad, Mohammed & Sarpong, David, 2019. "National systems of innovation, innovation niches, and diversity in university systems," Technological Forecasting and Social Change, Elsevier, vol. 143(C), pages 27-36.
    11. Chae, Bongsug (Kevin), 2019. "A General framework for studying the evolution of the digital innovation ecosystem: The case of big data," International Journal of Information Management, Elsevier, vol. 45(C), pages 83-94.
    12. Bai, Xue & Zhang, Zhuo, 2025. "Does the digital innovation ecosystem promote green technology innovation? Evidence from 264 cities in China," Technology in Society, Elsevier, vol. 83(C).
    13. Johnston, Wesley J. & Peters, Linda D. & Gassenheimer, Jule, 2006. "Questions about network dynamics: Characteristics, structures, and interactions," Journal of Business Research, Elsevier, vol. 59(8), pages 945-954, August.
    14. Morteza Ghobakhloo & Mohammad Iranmanesh & Andrius Grybauskas & Mantas Vilkas & Monika Petraitė, 2021. "Industry 4.0, innovation, and sustainable development: A systematic review and a roadmap to sustainable innovation," Business Strategy and the Environment, Wiley Blackwell, vol. 30(8), pages 4237-4257, December.
    15. Cobben, Dieudonnee & Ooms, Ward & Roijakkers, Nadine, 2023. "Indicators for innovation ecosystem health: A Delphi study," Journal of Business Research, Elsevier, vol. 162(C).
    16. Ersin, Özgür Ömer & Ustabaş, Ayfer & Usman, Ojonugwa, 2024. "The role of environmental innovation on ecological footprint in nations with high technology exports concentrations in international trade," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    17. Mariani, Marcello M. & Machado, Isa & Magrelli, Vittoria & Dwivedi, Yogesh K., 2023. "Artificial intelligence in innovation research: A systematic review, conceptual framework, and future research directions," Technovation, Elsevier, vol. 122(C).
    18. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wang, Shaofeng & Zhang, Hao, 2024. "Green entrepreneurship success in the age of generative artificial intelligence: The interplay of technology adoption, knowledge management, and government support," Technology in Society, Elsevier, vol. 79(C).
    2. Shi, Jincheng, 2026. "Does hybrid intelligence trigger breakthrough innovation?," Technovation, Elsevier, vol. 152(C).
    3. Ma, Dechao & Wu, Weiwei, 2024. "Does artificial intelligence drive technology convergence? Evidence from Chinese manufacturing companies," Technology in Society, Elsevier, vol. 79(C).
    4. Fleury, Afonso & Fleury, Maria Tereza Leme & Oliveira, Luis & Leao, Pablo, 2024. "Going digital EMNEs: The role of digital maturity capability," International Business Review, Elsevier, vol. 33(4).
    5. Bai, Xue & Zhang, Zhuo, 2025. "Does the digital innovation ecosystem promote green technology innovation? Evidence from 264 cities in China," Technology in Society, Elsevier, vol. 83(C).
    6. An, Meng & Lin, Jiabao & Luo, Xin (Robert), 2024. "The impact of human AI skills on organizational innovation: The moderating role of digital organizational culture," Journal of Business Research, Elsevier, vol. 182(C).
    7. Mancuso, Ilaria & Petruzzelli, Antonio Messeni & Panniello, Umberto & Frattini, Federico, 2025. "The role of explainable artificial intelligence (XAI) in innovation processes: a knowledge management perspective," Technology in Society, Elsevier, vol. 82(C).
    8. Li, He & Shi, Naiyu, 2025. "Allocation of decision rights in business group and the corporate greenwashing behavior," Finance Research Letters, Elsevier, vol. 75(C).
    9. Ruiyu Hu & Zemenghong Bao & Zhisen Lin & Kun Lv, 2024. "The Innovative Construction of Provinces, Regional Artificial Intelligence Development, and the Resilience of Regional Innovation Ecosystems: Quasi-Natural Experiments Based on Spatial Difference-in-Differences Models and Double Machine Learning," Sustainability, MDPI, vol. 16(18), pages 1-37, September.
    10. Rafiq, Muhammad Umair & Saleem, Shaham & Bashir, Hafsa & Shafqat, Faiqa, 2025. "Navigating the energy crisis: Unveiling the determinants of renewable energy investment," Energy, Elsevier, vol. 332(C).
    11. Yuan, Ning & Li, Meijuan, 2024. "Research on collaborative innovation behavior of enterprise innovation ecosystem under evolutionary game," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    12. Yunan Wang & Jing Xiao & Zhi Xu, 2025. "Digital Transformation Drives Regional Innovation Ecosystem Resilience: A Study Based on the Dynamic QCA Method," Sustainability, MDPI, vol. 17(18), pages 1-31, September.
    13. GALBEN Ionut-Cosmin & GALBEN Oana, 2025. "The Use Of Artificial Intelligence In Management Processes," Revista Economica, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 77(4), pages 88-101, December.
    14. Yipeng Zhang, 2023. "The Sustainability of Regional Innovation in China: Insights from Regional Innovation Values and Their Spatial Distribution," Sustainability, MDPI, vol. 15(13), pages 1-42, June.
    15. Xia, Yue & Md Johar, Md Gapar, 2025. "How external factors influence organisational digital innovation: Evidence from China," Technology in Society, Elsevier, vol. 81(C).
    16. Xie, Xuemei & Wang, Hongwei, 2021. "How to bridge the gap between innovation niches and exploratory and exploitative innovations in open innovation ecosystems," Journal of Business Research, Elsevier, vol. 124(C), pages 299-311.
    17. Xie, Xuemei & Yu, Hong, 2025. "Collaborative innovation and knowledge spillovers in open innovation ecosystems: Exploring the roles of network stability and technological niche," Technological Forecasting and Social Change, Elsevier, vol. 219(C).
    18. Huang, Lei & Chin, Tachia & Papa, Armando & Pisano, Paola, 2025. "Artificial intelligence augmenting human intelligence for manufacturing firms to create green value: Towards a technology adoption perspective," Technological Forecasting and Social Change, Elsevier, vol. 213(C).
    19. Torrent-Sellens, Joan & Enache-Zegheru, Mihaela & Ficapal-Cusí, Pilar, 2025. "Twin transitions or a meeting of strangers? Unravelling the effects of AI and innovations on economic, social and environmental MSMEs sustainability," Technology in Society, Elsevier, vol. 81(C).
    20. Aftab Alam, Muhammad & Rooney, David & Taylor, Murray, 2022. "Measuring Inter-Firm Openness in Innovation Ecosystems," Journal of Business Research, Elsevier, vol. 138(C), pages 436-456.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:teinso:v:85:y:2026:i:c:s0160791x25003343. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/technology-in-society .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.