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How cross-regional collaborative innovation networks affect regional economic resilience: Evidence from 283 cities in China

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  • Du, Yanan
  • Wang, Qingxi
  • Song, Yan
  • Xin, Yueji

Abstract

This paper investigates the impact of China's cross-regional collaborative innovation networks on economic resilience in different periods after a shock. We find that the deeper a city's participation in a cross-regional collaborative innovation network is, the more beneficial it is to the economy's ability to resist risk and facilitate recovery. This finding has passed a series of robustness tests. During the shock-resistant period, the enhanced network status of core cities, urban agglomeration cities, and cities with higher initial economic levels positively affects economic resilience. The centrality of cities in cross-regional collaborative innovation networks formed by capital-intensive, technology-intensive industries and services significantly enhances economic resilience. During the recovery-adjustment period, the elevated status of core cities, urban agglomeration cities, nonurban agglomeration cities, and cities with higher initial economic levels similarly enhances economic resilience. Regional centrality in collaborative innovation networks formed by labour-intensive, capital-intensive, and technology-intensive industries, as well as services, improves economic resilience. Additionally, the elevated status of the network enhances economic resilience to risk by driving innovation quantity and intensive margin in the technological field, and improves economic resilience to adjustment by driving innovation quantity, innovation quality, margins of intensification and expansion in the technology field.

Suggested Citation

  • Du, Yanan & Wang, Qingxi & Song, Yan & Xin, Yueji, 2025. "How cross-regional collaborative innovation networks affect regional economic resilience: Evidence from 283 cities in China," Technological Forecasting and Social Change, Elsevier, vol. 215(C).
  • Handle: RePEc:eee:tefoso:v:215:y:2025:i:c:s0040162525000885
    DOI: 10.1016/j.techfore.2025.124057
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    as
    1. Lee, Chien-Chiang & Tang, Manting & Lee, Chi-Chuan, 2023. "Reaping digital dividends: Digital inclusive finance and high-quality development of enterprises in China," Telecommunications Policy, Elsevier, vol. 47(2).
    2. Xu, Mo & Tao, Changqi, 2024. "How to reach new technological specialisation: The role of related technological capabilities and complementary technological linkages," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    3. Wang, Jiaxi & Zhang, Jingjing, 2023. "The impact of policy collaboration networks and policy topic networks on policy diffusion: Empirical evidence from the energy field," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
    4. Limaj, Everist & Bernroider, Edward W.N., 2019. "The roles of absorptive capacity and cultural balance for exploratory and exploitative innovation in SMEs," Journal of Business Research, Elsevier, vol. 94(C), pages 137-153.
    5. Pierre-Alexandre Balland & David Rigby & Ron Boschma, 2015. "The technological resilience of US cities," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 8(2), pages 167-184.
    6. Jan Ole Rypestøl & Roman Martin & Nina Kyllingstad, 2022. "New regional industrial path development and innovation networks in times of economic crisis," Industry and Innovation, Taylor & Francis Journals, vol. 29(7), pages 879-898, August.
    7. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    8. Head, Keith & Mayer, Thierry, 2006. "Regional wage and employment responses to market potential in the EU," Regional Science and Urban Economics, Elsevier, vol. 36(5), pages 573-594, September.
    9. Kaiming Cheng & Xinyu Wang & Shucheng Liu & Yanjie Zhuang, 2024. "Spatial differences and dynamic evolution of economic resilience: from the perspective of China’s eight comprehensive economic zones," Economic Change and Restructuring, Springer, vol. 57(2), pages 1-33, April.
    10. Ron Martin & Ben Gardiner, 2019. "The resilience of cities to economic shocks: A tale of four recessions (and the challenge of Brexit)," Papers in Regional Science, Wiley Blackwell, vol. 98(4), pages 1801-1832, August.
    11. Lasse Lien & Bram Timmermans, 2024. "Crisis-induced innovation and crisis-induced innovators," Industry and Innovation, Taylor & Francis Journals, vol. 31(2), pages 183-217, February.
    12. Nicholas Bloom & Mirko Draca & John Van Reenen, 2016. "Trade Induced Technical Change? The Impact of Chinese Imports on Innovation, IT and Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(1), pages 87-117.
    13. Juan R. Cuadrado-Roura & Andrés Maroto, 2016. "Unbalanced regional resilience to the economic crisis in Spain: a tale of specialisation and productivity," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 9(1), pages 153-178.
    14. Chen, Xi & Mao, Jin & Ma, Yaxue & Li, Gang, 2024. "The knowledge linkage between science and technology influences corporate technological innovation: Evidence from scientific publications and patents," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    15. Ron Martin & Peter Sunley & Ben Gardiner & Peter Tyler, 2016. "How Regions React to Recessions: Resilience and the Role of Economic Structure," Regional Studies, Taylor & Francis Journals, vol. 50(4), pages 561-585, April.
    16. Jensen, Morten Berg & Johnson, Bjorn & Lorenz, Edward & Lundvall, Bengt Ake, 2007. "Forms of knowledge and modes of innovation," Research Policy, Elsevier, vol. 36(5), pages 680-693, June.
    17. Cheng, Xuanmei & Ge, Fangting & Xu, Mark & Li, Ying, 2024. "The heat island effect, digital technology, and urban economic resilience: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    18. Roberta Capello & Andrea Caragliu & Ugo Fratesi, 2015. "Spatial heterogeneity in the costs of the economic crisis in Europe: are cities sources of regional resilience?," Journal of Economic Geography, Oxford University Press, vol. 15(5), pages 951-972.
    19. Gillian Bristow & Adrian Healy, 2018. "Innovation and regional economic resilience: an exploratory analysis," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 60(2), pages 265-284, March.
    20. Orazbayev, Sultan, 2017. "International knowledge flows and the administrative barriers to mobility," Research Policy, Elsevier, vol. 46(9), pages 1655-1665.
    21. Philippe Aghion & Ufuk Akcigit & Peter Howitt, 2015. "The Schumpeterian Growth Paradigm," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 557-575, August.
    22. Dan He & Yahua Tang & Luyan Wang & Muhammad Mohsin, 2023. "Can increasing technological complexity help strengthen regional economic resilience?," Economic Change and Restructuring, Springer, vol. 56(6), pages 4043-4070, December.
    23. Ron Martin & Peter Sunley, 2015. "On the notion of regional economic resilience: conceptualization and explanation," Journal of Economic Geography, Oxford University Press, vol. 15(1), pages 1-42.
    24. Eichengreen, Barry & Park, Donghyun & Shin, Kwanho, 2024. "Economic resilience: Why some countries recover more robustly than others from shocks," Economic Modelling, Elsevier, vol. 136(C).
    25. Seungho Choi & Gerry McNamara, 2018. "Repeating a familiar pattern in a new way: The effect of exploitation and exploration on knowledge leverage behaviors in technology acquisitions," Strategic Management Journal, Wiley Blackwell, vol. 39(2), pages 356-378, February.
    26. Zanxin Wang & Wei Wei, 2021. "Regional economic resilience in China: measurement and determinants," Regional Studies, Taylor & Francis Journals, vol. 55(7), pages 1228-1239, July.
    27. Yuegang Song & Feng Hao & Xiazhen Hao & Giray Gozgor, 2021. "Economic Policy Uncertainty, Outward Foreign Direct Investments, and Green Total Factor Productivity: Evidence from Firm-Level Data in China," Sustainability, MDPI, vol. 13(4), pages 1-16, February.
    28. Zhao, Yang & Yongquan, Yang & Jian, Ma & Lu, Angela & Xuanhua, Xu, 2024. "Policy-induced cooperative knowledge network, university-industry collaboration and firm innovation: Evidence from the Greater Bay Area," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    29. Hu, Jinjin & Huo, Dong & Wu, Delin, 2024. "Digital economy development and venture capital networks: Empirical evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
    30. Gergő Tóth & Zoltán Elekes & Adam Whittle & Changjun Lee & Dieter F. Kogler, 2022. "Technology Network Structure Conditions the Economic Resilience of Regions," Economic Geography, Taylor & Francis Journals, vol. 98(4), pages 355-378, August.
    31. Nicholas S. Vonortas, 2009. "Innovation Networks in Industry," Chapters, in: Franco Malerba & Nicholas S. Vonortas (ed.), Innovation Networks in Industries, chapter 2, Edward Elgar Publishing.
    32. Laura Hering & Sandra Poncet, 2010. "Market Access and Individual Wages: Evidence from China," The Review of Economics and Statistics, MIT Press, vol. 92(1), pages 145-159, February.
    33. Vahter, Priit & Vadi, Maaja, 2024. "The relationship of technological and organizational innovation with firm performance: Opening the black box of dynamic complementarities," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    34. James Simmie, 2003. "Innovation and Urban Regions as National and International Nodes for the Transfer and Sharing of Knowledge," Regional Studies, Taylor & Francis Journals, vol. 37(6-7), pages 607-620.
    35. Alberto Amurgo-Pacheco, Martha Denisse Pierola, 2007. "Patterns of export diversification in developing countries: intensive and extensive margins," IHEID Working Papers 20-2007, Economics Section, The Graduate Institute of International Studies, revised Jul 2007.
    36. Ali, Qamar & Yaseen, Muhammad Rizwan & Anwar, Sofia & Makhdum, Muhammad Sohail Amjad & Khan, Muhammad Tariq Iqbal, 2021. "The impact of tourism, renewable energy, and economic growth on ecological footprint and natural resources: A panel data analysis," Resources Policy, Elsevier, vol. 74(C).
    37. Wang, Changfeng & Hu, Qiying, 2020. "Knowledge sharing in supply chain networks: Effects of collaborative innovation activities and capability on innovation performance," Technovation, Elsevier, vol. 94.
    38. Head, Keith & Mayer, Thierry, 2006. "Regional wage and employment responses to market potential in the EU," Regional Science and Urban Economics, Elsevier, vol. 36(5), pages 573-594, September.
    39. Davide Antonioli & Sandro Montresor, 2021. "Innovation persistence in times of crisis: an analysis of Italian firms," Small Business Economics, Springer, vol. 56(4), pages 1739-1764, April.
    40. De Noni, Ivan & Orsi, Luigi & Belussi, Fiorenza, 2018. "The role of collaborative networks in supporting the innovation performances of lagging-behind European regions," Research Policy, Elsevier, vol. 47(1), pages 1-13.
    41. Wang, Xueli & Wang, Lei & Zhang, Xuerong & Fan, Fei, 2022. "The spatiotemporal evolution of COVID-19 in China and its impact on urban economic resilience," China Economic Review, Elsevier, vol. 74(C).
    42. Belhadi, Amine & Kamble, Sachin & Jabbour, Charbel Jose Chiappetta & Gunasekaran, Angappa & Ndubisi, Nelson Oly & Venkatesh, Mani, 2021. "Manufacturing and service supply chain resilience to the COVID-19 outbreak: Lessons learned from the automobile and airline industries," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    43. Franco Malerba & Nicholas S. Vonortas, 2009. "Innovation Networks in Industries and Sectoral Systems: An Introduction," Chapters, in: Franco Malerba & Nicholas S. Vonortas (ed.), Innovation Networks in Industries, chapter 1, Edward Elgar Publishing.
    44. Ouyang, Huimin & Park, Chansoo & Oh, Chang Hoon, 2024. "The impact of reverse knowledge transfers on exploitative and exploratory innovations in MNCs: The role of knowledge distance," Journal of Business Research, Elsevier, vol. 179(C).
    45. Mariangela Piazza & Erica Mazzola & Lorenzo Abbate & Giovanni Perrone, 2019. "Network position and innovation capability in the regional innovation network," European Planning Studies, Taylor & Francis Journals, vol. 27(9), pages 1857-1878, September.
    46. Shinwari, Riazullah & Wang, Yangjie & Gozgor, Giray & Mousavi, Mahdi, 2024. "Does FDI affect energy consumption in the belt and road initiative economies? The role of green technologies," Energy Economics, Elsevier, vol. 132(C).
    47. Duan, Wenqi & Madasi, Joseph David & Khurshid, Adnan & Ma, Dan, 2022. "Industrial structure conditions economic resilience," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    48. Valentina Meliciani & Daniela Cagno & Andrea Fabrizi & Marco Marini, 2022. "Knowledge networks in joint research projects, innovation and economic growth across European regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 68(3), pages 549-586, June.
    49. Werner Hoffmann & Dovev Lavie & Jeffrey J. Reuer & Andrew Shipilov, 2018. "The interplay of competition and cooperation," Strategic Management Journal, Wiley Blackwell, vol. 39(12), pages 3033-3052, December.
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