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The evolutionary patterns of intercity co‐invention networks in the Greater Pearl River Delta, China: A comparative analysis based on the technological intensity of industry

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  • Zhao‐hui Chong
  • Jia Liu

Abstract

A substantial amount of research has examined the collaborations within technology‐based industries, but how technological intensity relates to the evolution of interregional research collaboration is less well understood. This paper investigates the dynamic changes of spatial structure and determinants of intercity research collaborations in the sectoral innovation networks of high‐tech industries contrasting to low and medium technology (LMT) industries in the Greater Pearl River Delta (GPRD), China. Using the sectoral patent application data over the period 2008–2016, the social network analysis results confirm a higher level of triangles in the co‐invention network of high‐tech industries than within LMT industries. Moreover, the empirical results through Exponential Random Graph Model (ERGM) show that, compared to LMT industries, collaboration in the co‐invention network of high‐tech industries is less sensitive to geographical and linguistic distance, while more subject to economic distance, regional educational level and government support with time. In addition, cognitive proximity and regional R&D intensity are both important prerequisite in the formation of these two collaborative networks.

Suggested Citation

  • Zhao‐hui Chong & Jia Liu, 2023. "The evolutionary patterns of intercity co‐invention networks in the Greater Pearl River Delta, China: A comparative analysis based on the technological intensity of industry," Growth and Change, Wiley Blackwell, vol. 54(1), pages 260-283, March.
  • Handle: RePEc:bla:growch:v:54:y:2023:i:1:p:260-283
    DOI: 10.1111/grow.12648
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    as
    1. Viktor Květoň & Vojtěch Kadlec, 2018. "Evolution of knowledge bases in European regions: searching for spatial regularities and links with innovation performance," European Planning Studies, Taylor & Francis Journals, vol. 26(7), pages 1366-1388, July.
    2. Tom Broekel, 2015. "Do Cooperative Research and Development (R&D) Subsidies Stimulate Regional Innovation Efficiency? Evidence from Germany," Regional Studies, Taylor & Francis Journals, vol. 49(7), pages 1087-1110, July.
    3. Mitze, Timo & Strotebeck, Falk, 2019. "Determining factors of interregional research collaboration in Germany's biotech network: Capacity, proximity, policy?," Technovation, Elsevier, vol. 80, pages 40-53.
    4. Crescenzi, Riccardo & Nathan, Max & Rodríguez-Pose, Andrés, 2016. "Do inventors talk to strangers? On proximity and collaborative knowledge creation," Research Policy, Elsevier, vol. 45(1), pages 177-194.
    5. Michaela Trippl, 2010. "Developing Cross‐Border Regional Innovation Systems: Key Factors And Challenges," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 101(2), pages 150-160, April.
    6. Atul DAR & Sal AMIRKHALKHALI, 2017. "Fiscal Policy, Total Factor Productivity and Economic Growth in Advanced Economies," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 17(2), pages 5-18.
    7. Sahar Milani, 2020. "Who innovates with whom and why? Evidence from international collaboration in energy patenting," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 29(4), pages 369-393, May.
    8. Hiroyasu Inoue & Kentaro Nakajima & Yukiko Umeno Saito, 2019. "Localization of collaborations in knowledge creation," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 62(1), pages 119-140, February.
    9. Thomas Scherngell & Yuanjia Hu, 2011. "Collaborative Knowledge Production in China: Regional Evidence from a Gravity Model Approach," Regional Studies, Taylor & Francis Journals, vol. 45(6), pages 755-772.
    10. Li, Fangye & Liu, Weiwei & Bi, Kexin, 2021. "Exploring and visualizing spatial-temporal evolution of patent collaboration networks: A case of China's intelligent manufacturing equipment industry," Technology in Society, Elsevier, vol. 64(C).
    11. Cui Zhang, 2019. "The Chinese mosaic: Cultural diversity and creative cities," Journal of Regional Science, Wiley Blackwell, vol. 59(2), pages 214-227, March.
    12. Zhan Cao & Ben Derudder & Zhenwei Peng, 2019. "Interaction between different forms of proximity in inter‐organizational scientific collaboration: The case of medical sciences research network in the Yangtze River Delta region," Papers in Regional Science, Wiley Blackwell, vol. 98(5), pages 1903-1924, October.
    13. Agrawal, Ajay & Kapur, Devesh & McHale, John, 2008. "How do spatial and social proximity influence knowledge flows? Evidence from patent data," Journal of Urban Economics, Elsevier, vol. 64(2), pages 258-269, September.
    14. Zhanhua Jia & Guofeng Gu, 2021. "Is Local Government Intervention Effective In Promoting The Tfp Of An Old Industrial Area? — A Spatial Econometric Analysis Of Northeast China," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 66(03), pages 933-951, June.
    15. Ying Hao & Jing Lu, 2018. "The Impact of Government Intervention on Corporate Investment Allocations and Efficiency: Evidence from China," Financial Management, Financial Management Association International, vol. 47(2), pages 383-419, June.
    16. Mila Davids & Koen Frenken, 2018. "Proximity, knowledge base and the innovation process: towards an integrated framework," Regional Studies, Taylor & Francis Journals, vol. 52(1), pages 23-34, January.
    17. Jannika Mattes, 2012. "Dimensions of Proximity and Knowledge Bases: Innovation between Spatial and Non-spatial Factors," Regional Studies, Taylor & Francis Journals, vol. 46(8), pages 1085-1099, December.
    18. Zhao, Ge & Zhou, P. & Wen, Wen, 2021. "Feed-in tariffs, knowledge stocks and renewable energy technology innovation: The role of local government intervention," Energy Policy, Elsevier, vol. 156(C).
    19. Hong, Wei, 2008. "Decline of the center: The decentralizing process of knowledge transfer of Chinese universities from 1985 to 2004," Research Policy, Elsevier, vol. 37(4), pages 580-595, May.
    20. Philipp Marek & Mirko Titze & Clemens Fuhrmeister & Ulrich Blum, 2017. "R&D collaborations and the role of proximity," Regional Studies, Taylor & Francis Journals, vol. 51(12), pages 1761-1773, December.
    21. Hoekman, Jarno & Frenken, Koen & Tijssen, Robert J.W., 2010. "Research collaboration at a distance: Changing spatial patterns of scientific collaboration within Europe," Research Policy, Elsevier, vol. 39(5), pages 662-673, June.
    22. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    23. Lili Wang & Xianwen Wang & Niels J. Philipsen, 2017. "Network structure of scientific collaborations between China and the EU member states," Scientometrics, Springer;Akadémiai Kiadó, vol. 113(2), pages 765-781, November.
    24. Zhong, Wei & Yuan, Wei & Li, Susan X. & Huang, Zhimin, 2011. "The performance evaluation of regional R&D investments in China: An application of DEA based on the first official China economic census data," Omega, Elsevier, vol. 39(4), pages 447-455, August.
    25. Santamaría, Luis & Nieto, María Jesús & Rodríguez, Alicia, 2021. "Failed and successful innovations: The role of geographic proximity and international diversity of partners in technological collaboration," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    26. Stanley Wasserman & Philippa Pattison, 1996. "Logit models and logistic regressions for social networks: I. An introduction to Markov graphs andp," Psychometrika, Springer;The Psychometric Society, vol. 61(3), pages 401-425, September.
    27. Roderik Ponds & Frank Van Oort & Koen Frenken, 2007. "The geographical and institutional proximity of research collaboration," Papers in Regional Science, Wiley Blackwell, vol. 86(3), pages 423-443, August.
    28. Yutao Sun & Kai Liu, 2016. "Proximity effect, preferential attachment and path dependence in inter-regional network: a case of China’s technology transaction," Scientometrics, Springer;Akadémiai Kiadó, vol. 108(1), pages 201-220, July.
    29. Jia Zheng & Zhi-yun Zhao & Xu Zhang & Dar-zen Chen & Mu-hsuan Huang, 2014. "International collaboration development in nanotechnology: a perspective of patent network analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 98(1), pages 683-702, January.
    30. Zhou, Yonghong & Zhu, Rong & Zheng, Xian, 2020. "Second language skills and labor market outcomes: Evidence from the handover of Hong Kong," China Economic Review, Elsevier, vol. 59(C).
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