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Does the complexity and embeddedness of knowledge recombination contribute to economic development? —— Observations from prefecture cities in China

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  • Liu, Xielin
  • Ji, Xiaohui
  • Ge, Shuang

Abstract

Knowledge is created by recombinant process and can be transformed into actual productivity and economic performance. In this paper, we conduct research on the impact of regional knowledge recombination on economic development from two dimensions of complexity and embeddedness, in which complexity represents the intensity and diversity of collaborative relationships between different organizations in a given region, and embeddedness refers to the close, yet long-distance knowledge collaborations with an external high-value knowledge pool. We empirically test the validity of our economic development framework using panel data from 275 prefecture-level regions in China between 2005 and 2019. The results demonstrate that both the complexity of knowledge recombination and the external embeddedness can stimulate regional economic development, and the positive relationship of complexity is stronger for regions with a higher level of external embeddedness. There also exists significant heterogeneity impacts in different regions and time periods. The complexity of knowledge recombination plays an essential role in the economic development of the eastern region, but it is relatively less important for the central and western regions. The external embeddedness is essential for the economic development of the central and western regions, but not for eastern China. In addition, the complexity of knowledge recombination and embeddedness made a major contribution to the development of Chinese economy between 2005 and 2014. Lastly, it is worth emphasizing that the effects of the two dimensions of knowledge recombination on regional economic development vary depending on the collaboration types among coauthors. This research serves as a valuable theoretical resource for guiding the design of regional innovation and economic policies.

Suggested Citation

  • Liu, Xielin & Ji, Xiaohui & Ge, Shuang, 2024. "Does the complexity and embeddedness of knowledge recombination contribute to economic development? —— Observations from prefecture cities in China," Research Policy, Elsevier, vol. 53(2).
  • Handle: RePEc:eee:respol:v:53:y:2024:i:2:s0048733323002147
    DOI: 10.1016/j.respol.2023.104930
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    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Ge, Shuang & Liu, Xielin, 2022. "The role of knowledge creation, absorption and acquisition in determining national competitive advantage," Technovation, Elsevier, vol. 112(C).
    3. Miguélez, Ernest & Moreno, Rosina, 2015. "Knowledge flows and the absorptive capacity of regions," Research Policy, Elsevier, vol. 44(4), pages 833-848.
    4. Enrique López‐Bazo & Esther Vayá & Manuel Artís, 2004. "Regional Externalities And Growth: Evidence From European Regions," Journal of Regional Science, Wiley Blackwell, vol. 44(1), pages 43-73, February.
    5. Guan, Jiancheng & Liu, Na, 2016. "Exploitative and exploratory innovations in knowledge network and collaboration network: A patent analysis in the technological field of nano-energy," Research Policy, Elsevier, vol. 45(1), pages 97-112.
    6. Jasjit Singh & Matt Marx, 2013. "Geographic Constraints on Knowledge Spillovers: Political Borders vs. Spatial Proximity," Management Science, INFORMS, vol. 59(9), pages 2056-2078, September.
    7. Li, Hao-Chung & Lee, Wen-Chieh & Ko, Bo-Ting, 2017. "What determines misallocation in innovation? A study of regional innovation in China," Journal of Macroeconomics, Elsevier, vol. 52(C), pages 221-237.
    8. Mina, Andrea & Bascavusoglu-Moreau, Elif & Hughes, Alan, 2014. "Open service innovation and the firm's search for external knowledge," Research Policy, Elsevier, vol. 43(5), pages 853-866.
    9. Maria Abreu, 2011. "Absorptive Capacity in a Regional Context," Chapters, in: Philip Cooke & Bjørn Asheim & Ron Boschma & Ron Martin & Dafna Schwartz & Franz Tödtling (ed.), Handbook of Regional Innovation and Growth, chapter 16, Edward Elgar Publishing.
    10. Lee, Keun & Lim, Chaisung, 2001. "Technological regimes, catching-up and leapfrogging: findings from the Korean industries," Research Policy, Elsevier, vol. 30(3), pages 459-483, March.
    11. Jakob B. Madsen & Md. Rabiul Islam & James B. Ang, 2010. "Catching up to the technology frontier: the dichotomy between innovation and imitation," Canadian Journal of Economics, Canadian Economics Association, vol. 43(4), pages 1389-1411, November.
    12. Guan, Jian Cheng & Yan, Yan, 2016. "Technological proximity and recombinative innovation in the alternative energy field," Research Policy, Elsevier, vol. 45(7), pages 1460-1473.
    13. Thisse, Jacques-François & Fujita, Masahisa, 2002. "Agglomeration and Market Interaction," CEPR Discussion Papers 3362, C.E.P.R. Discussion Papers.
    14. Ernest Miguelez & Rosina Moreno, 2018. "Relatedness, external linkages and regional innovation in Europe," Regional Studies, Taylor & Francis Journals, vol. 52(5), pages 688-701, May.
    15. Elena Dobrolyubova & Oleg Alexandrov & Nikolai Kazantsev & Soizhina Yangutova & Elizaveta Kuzevanova, 2021. "Digital Economy: Isolation or Collaboration?," Lecture Notes in Information Systems and Organization, in: Evgeny Zaramenskikh & Alena Fedorova (ed.), Digital Transformation and New Challenges, pages 127-136, Springer.
    16. João Lopes & Mário Franco, 2019. "Review About Regional Development Networks: an Ecosystem Model Proposal," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 10(1), pages 275-297, March.
    17. Marchese, Carla & Marsiglio, Simone & Privileggi, Fabio & Ramello, Giovanni B., 2019. "Endogenous Recombinant Growth And Intellectual Property Rights," Macroeconomic Dynamics, Cambridge University Press, vol. 23(5), pages 2035-2067, July.
    18. Lin William Cong & Haoyu Gao & Jacopo Ponticelli & Xiaoguang Yang, 2019. "Credit Allocation Under Economic Stimulus: Evidence from China," The Review of Financial Studies, Society for Financial Studies, vol. 32(9), pages 3412-3460.
    19. Krugman, Paul, 1991. "History and Industry Location: The Case of the Manufacturing Belt," American Economic Review, American Economic Association, vol. 81(2), pages 80-83, May.
    20. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    21. Andrea Caragliu & Peter Nijkamp, 2012. "The impact of regional absorptive capacity on spatial knowledge spillovers: the Cohen and Levinthal model revisited," Applied Economics, Taylor & Francis Journals, vol. 44(11), pages 1363-1374, April.
    22. Riccardo Crescenzi & Andrés Rodríguez-Pose & Michael Storper, 2012. "The territorial dynamics of innovation in China and India," Journal of Economic Geography, Oxford University Press, vol. 12(5), pages 1055-1085, September.
    23. Laurent R. Bergé, 2017. "Network proximity in the geography of research collaboration," Papers in Regional Science, Wiley Blackwell, vol. 96(4), pages 785-815, November.
    24. Schumpeter, Joseph A., 1947. "The Creative Response in Economic History," The Journal of Economic History, Cambridge University Press, vol. 7(2), pages 149-159, November.
    25. Tamás Sebestyén & Attila Varga, 2013. "Research productivity and the quality of interregional knowledge networks," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 51(1), pages 155-189, August.
    26. Lopolito, Antonio & Falcone, Pasquale Marcello & Sica, Edgardo, 2022. "The role of proximity in sustainability transitions: A technological niche evolution analysis," Research Policy, Elsevier, vol. 51(3).
    27. Zhang, Shaopeng & Wang, Xiaohong, 2022. "Does innovative city construction improve the industry–university–research knowledge flow in urban China?," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    28. Rosiello, Alessandro & Maleki, Ali, 2021. "A dynamic multi-sector analysis of technological catch-up: The impact of technology cycle times, knowledge base complexity and variety," Research Policy, Elsevier, vol. 50(3).
    29. Sean Cleary, 1999. "The Relationship between Firm Investment and Financial Status," Journal of Finance, American Finance Association, vol. 54(2), pages 673-692, April.
    30. 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.
    31. Kenneth Arrow, 1962. "Economic Welfare and the Allocation of Resources for Invention," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 609-626, National Bureau of Economic Research, Inc.
    32. Basant, Rakesh & Chandra, Pankaj, 2007. "Role of Educational and R&D Institutions in City Clusters: An Exploratory Study of Bangalore and Pune Regions in India," World Development, Elsevier, vol. 35(6), pages 1037-1055, June.
    33. T. W. Swan, 1956. "ECONOMIC GROWTH and CAPITAL ACCUMULATION," The Economic Record, The Economic Society of Australia, vol. 32(2), pages 334-361, November.
    34. Gilsing, Victor & Nooteboom, Bart & Vanhaverbeke, Wim & Duysters, Geert & van den Oord, Ad, 2008. "Network embeddedness and the exploration of novel technologies: Technological distance, betweenness centrality and density," Research Policy, Elsevier, vol. 37(10), pages 1717-1731, December.
    35. Chen, Lifeng & Wang, Kaifeng, 2022. "The spatial spillover effect of low-carbon city pilot scheme on green efficiency in China's cities: Evidence from a quasi-natural experiment," Energy Economics, Elsevier, vol. 110(C).
    36. Quatraro, Francesco, 2010. "Knowledge coherence, variety and economic growth: Manufacturing evidence from Italian regions," Research Policy, Elsevier, vol. 39(10), pages 1289-1302, December.
    37. Ejermo, Olof & Karlsson, Charlie, 2006. "Interregional inventor networks as studied by patent coinventorships," Research Policy, Elsevier, vol. 35(3), pages 412-430, April.
    38. Kleoniki Kalapouti & Nikos Varsakelis, 2015. "Intra and inter: regional knowledge spillovers in European Union," The Journal of Technology Transfer, Springer, vol. 40(5), pages 760-781, October.
    39. De Noni, Ivan & Ganzaroli, Andrea & Orsi, Luigi, 2017. "The impact of intra- and inter-regional knowledge collaboration and technological variety on the knowledge productivity of European regions," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 108-118.
    40. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    41. Morten T. Hansen, 2002. "Knowledge Networks: Explaining Effective Knowledge Sharing in Multiunit Companies," Organization Science, INFORMS, vol. 13(3), pages 232-248, June.
    42. Ning, Lutao & Wang, Fan & Li, Jian, 2016. "Urban innovation, regional externalities of foreign direct investment and industrial agglomeration: Evidence from Chinese cities," Research Policy, Elsevier, vol. 45(4), pages 830-843.
    43. Fakhimi, MohammadAmin & Miremadi, Iman, 2022. "The impact of technological and social capabilities on innovation performance: a technological catch-up perspective," Technology in Society, Elsevier, vol. 68(C).
    44. Tang, Chenghui & Guan, Mingming & Dou, Jianmin, 2021. "Understanding the impact of High Speed Railway on urban innovation performance from the perspective of agglomeration externalities and network externalities," Technology in Society, Elsevier, vol. 67(C).
    45. Dong, Caiting & Liu, Xielin & Tang, Fangcheng & Qiu, Shumin, 2023. "How upstream innovativeness of ecosystems affects firms' innovation: The contingent role of absorptive capacity and upstream dependence," Technovation, Elsevier, vol. 124(C).
    46. Abramovitz, Moses, 1986. "Catching Up, Forging Ahead, and Falling Behind," The Journal of Economic History, Cambridge University Press, vol. 46(2), pages 385-406, June.
    47. Brandt,Loren & Litwack,John & Mileva,Elitza Alexandrova & Wang,Luhang & Zhang,Yifan-000568579 & Zhao,Luan, 2020. "China's Productivity Slowdown and Future Growth Potential," Policy Research Working Paper Series 9298, The World Bank.
    48. Mewes, Lars & Broekel, Tom, 2022. "Technological complexity and economic growth of regions," Research Policy, Elsevier, vol. 51(8).
    49. Mohammad Arzaghi & J. Vernon Henderson, 2008. "Networking off Madison Avenue," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(4), pages 1011-1038.
    50. Nemet, Gregory F. & Johnson, Evan, 2012. "Do important inventions benefit from knowledge originating in other technological domains?," Research Policy, Elsevier, vol. 41(1), pages 190-200.
    51. Tom Broekel, 2019. "Using structural diversity to measure the complexity of technologies," PLOS ONE, Public Library of Science, vol. 14(5), pages 1-23, May.
    52. Chen, Jian & Wang, Lingjun & Li, Yuanyuan, 2020. "Natural resources, urbanization and regional innovation capabilities," Resources Policy, Elsevier, vol. 66(C).
    53. 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.
    54. Fritsch, Michael & Franke, Grit, 2004. "Innovation, regional knowledge spillovers and R&D cooperation," Research Policy, Elsevier, vol. 33(2), pages 245-255, March.
    55. Tojeiro-Rivero, Damián & Moreno, Rosina, 2019. "Technological cooperation, R&D outsourcing, and innovation performance at the firm level: The role of the regional context," Research Policy, Elsevier, vol. 48(7), pages 1798-1808.
    56. Yisheng Bu, 2006. "Fixed capital stock depreciation in developing countries: Some evidence from firm level data," Journal of Development Studies, Taylor & Francis Journals, vol. 42(5), pages 881-901.
    57. Chongfeng Wang & Gupeng Zhang, 2019. "Examining the moderating effect of technology spillovers embedded in the intra- and inter-regional collaborative innovation networks of China," Scientometrics, Springer;Akadémiai Kiadó, vol. 119(2), pages 561-593, May.
    58. Abbasiharofteh, Milad & Kogler, Dieter F. & Lengyel, Balázs, 2023. "Atypical combinations of technologies in regional co-inventor networks," Research Policy, Elsevier, vol. 52(10).
    59. Thomas Doring & Jan Schnellenbach, 2006. "What do we know about geographical knowledge spillovers and regional growth?: A survey of the literature," Regional Studies, Taylor & Francis Journals, vol. 40(3), pages 375-395.
    60. Qiu, Shumin & Liu, Xielin & Gao, Taishan, 2017. "Do emerging countries prefer local knowledge or distant knowledge? Spillover effect of university collaborations on local firms," Research Policy, Elsevier, vol. 46(7), pages 1299-1311.
    61. Schoenmakers, Wilfred & Duysters, Geert, 2010. "The technological origins of radical inventions," Research Policy, Elsevier, vol. 39(8), pages 1051-1059, October.
    62. Soh, Pek-Hooi & Subramanian, Annapoornima M., 2014. "When do firms benefit from university–industry R&D collaborations? The implications of firm R&D focus on scientific research and technological recombination," Journal of Business Venturing, Elsevier, vol. 29(6), pages 807-821.
    63. Pierre-Alexandre Balland & David Rigby, 2017. "The Geography of Complex Knowledge," Economic Geography, Taylor & Francis Journals, vol. 93(1), pages 1-23, January.
    64. Xia, Fan & Xu, Jintao, 2020. "Green total factor productivity: A re-examination of quality of growth for provinces in China," China Economic Review, Elsevier, vol. 62(C).
    65. Keijl, S. & Gilsing, V.A. & Knoben, J. & Duysters, G., 2016. "The two faces of inventions: The relationship between recombination and impact in pharmaceutical biotechnology," Research Policy, Elsevier, vol. 45(5), pages 1061-1074.
    66. Philippe Aghion & Xavier Jaravel, 2015. "Knowledge Spillovers, Innovation and Growth," Economic Journal, Royal Economic Society, vol. 0(583), pages 533-573, March.
    67. Christoph Roesler & Tom Broekel, 2017. "The role of universities in a network of subsidized R&D collaboration: The case of the biotechnology-industry in Germany," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 37(2), pages 135-160, October.
    68. M. Ann McFadyen & Matthew Semadeni & Albert A. Cannella, 2009. "Value of Strong Ties to Disconnected Others: Examining Knowledge Creation in Biomedicine," Organization Science, INFORMS, vol. 20(3), pages 552-564, June.
    69. Shang, Qingyan & Poon, Jessie P.H. & Yue, Qingtang, 2012. "The role of regional knowledge spillovers on China's innovation," China Economic Review, Elsevier, vol. 23(4), pages 1164-1175.
    70. Li, Xibao, 2009. "China's regional innovation capacity in transition: An empirical approach," Research Policy, Elsevier, vol. 38(2), pages 338-357, March.
    71. Lee Fleming & Charles King & Adam I. Juda, 2007. "Small Worlds and Regional Innovation," Organization Science, INFORMS, vol. 18(6), pages 938-954, December.
    72. Stefano Breschi & Francesco Lissoni, 2009. "Mobility of skilled workers and co-invention networks: an anatomy of localized knowledge flows," Journal of Economic Geography, Oxford University Press, vol. 9(4), pages 439-468, July.
    73. Attila Varga & Tamás Sebestyén & Norbert Szabó & László Szerb, 2020. "Estimating the economic impacts of knowledge network and entrepreneurship development in smart specialization policy," Regional Studies, Taylor & Francis Journals, vol. 54(1), pages 48-59, January.
    74. Adam Whittle & Balázs Lengyel & Dieter F. Kogler, 2020. "Understanding Regional Branching Knowledge Diversification via Inventor Collaboration Networks," Papers in Evolutionary Economic Geography (PEEG) 2006, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Feb 2020.
    75. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    76. Iris Wanzenböck & Thomas Scherngell & Thomas Brenner, 2014. "Embeddedness of regions in European knowledge networks: a comparative analysis of inter-regional R&D collaborations, co-patents and co-publications," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(2), pages 337-368, September.
    77. Bjorn Asheim & Helen Lawton Smith & Christine Oughton, 2011. "Regional Innovation Systems: Theory, Empirics and Policy," Regional Studies, Taylor & Francis Journals, vol. 45(7), pages 875-891.
    78. Attila Varga & Hans Schalk, 2004. "Knowledge Spillovers, Agglomeration and Macroeconomic Growth: An Empirical Approach," Regional Studies, Taylor & Francis Journals, vol. 38(8), pages 977-989.
    79. Tsur, Yacov & Zemel, Amos, 2007. "Towards endogenous recombinant growth," Journal of Economic Dynamics and Control, Elsevier, vol. 31(11), pages 3459-3477, November.
    80. Philip Cooke & Loet Leydesdorff, 2006. "Regional Development in the Knowledge-Based Economy: The Construction of Advantage," The Journal of Technology Transfer, Springer, vol. 31(1), pages 5-15, January.
    81. Sun, Yutao & Grimes, Seamus, 2017. "The actors and relations in evolving networks: The determinants of inter-regional technology transaction in China," Technological Forecasting and Social Change, Elsevier, vol. 125(C), pages 125-136.
    82. Ba, Zhichao & Mao, Jin & Ma, Yaxue & Liang, Zhentao, 2021. "Exploring the effect of city-level collaboration and knowledge networks on innovation: Evidence from energy conservation field," Journal of Informetrics, Elsevier, vol. 15(3).
    83. Wang, Jue & Chandra, Kevin & Du, Coco & Ding, Weizhen & Wu, Xun, 2021. "Assessing the Potential of Cross-border regional innovation Systems:A case study of the Hong Kong -Shenzhen region," Technology in Society, Elsevier, vol. 65(C).
    84. Sai Yayavaram & Wei-Ru Chen, 2015. "Changes in firm knowledge couplings and firm innovation performance: The moderating role of technological complexity," Strategic Management Journal, Wiley Blackwell, vol. 36(3), pages 377-396, March.
    85. Marc Gruber & Dietmar Harhoff & Karin Hoisl, 2013. "Knowledge Recombination Across Technological Boundaries: Scientists vs. Engineers," Management Science, INFORMS, vol. 59(4), pages 837-851, April.
    86. Frank van der Wouden, 2020. "A history of collaboration in US invention: changing patterns of co-invention, complexity and geography," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 29(3), pages 599-619.
    87. Jasjit Singh & Lee Fleming, 2010. "Lone Inventors as Sources of Breakthroughs: Myth or Reality?," Management Science, INFORMS, vol. 56(1), pages 41-56, January.
    88. Lee Fleming, 2001. "Recombinant Uncertainty in Technological Search," Management Science, INFORMS, vol. 47(1), pages 117-132, January.
    89. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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