The multiple structure and formation mechanisms of the scientific collaboration network in the Belt and Road regions

Weinan GU; Hui LIU; Liang WANG

doi:10.11821/dlyj020190376

[1] Scherngell T, Barber M J. Distinct spatial characteristics of industrial and public research collaborations: Evidence from the Fifth EU Framework Programme[J]. The Annals of Regional Science, 46, 247-266(2011).

[2] Adams J, Loach T. Comment: A well-connected world[J]. Nature, 527, S58-S59(2015).

[3] Adams J. Collaborations: The rise of research networks[J]. Nature, 490, 335-336(2012).

[5] Gluckler J. Economic geography and the evolution of networks[J]. Journal of Economic Geography, 7, 619-634(2007).

[6] Nascimbeni F. Collaborative knowledge creation in development networks: Lessons learnt from a transnational[J]. The Journal of Community Informatics, 9, 1-8(2013).

[7] Breschi S, Catalini C. Tracing the links between science and technology: An exploratory analysis of scientists’ and inventors’ networks[J]. Research Policy, 39, 14-26(2009).

[8] TerWal A L. Cluster emergence and network evolution: A longitudinal analysis of the inventor network in Sophia Antipolis[J]. Regional Studies, 47, 651-668(2013).

[9] Scherngell T, Hu Y J. Collaborative knowledge production in China: Regional evidence from a gravity model approach[J]. Regional Studies, 45, 755-772(2011).

[10] Balland P A. Proximity and the evolution of collaboration networks: Evidence from research and development projects within the global navigation satellite system (GNSS) industry[J]. Regional Studies, 46, 741-756(2012).

[11] Cassi L, Plunket A. Research collaboration in co-inventor networks: Combining closure, bridging and proximities[J]. Regional Studies, 49, 936-954(2015).

[12] De Prato G, Nepelski D. Global technological collaboration network: Network analysis of international co-inventions[J]. The Journal of Technology Transfer, 39, 358-375(2014).

[13] Nepelski D, De Prato G. The structure and evolution of ICT global innovation network[J]. Industry and Innovation, 25, 940-965(2018).

[14] Fischer M M, Griffith D. Modeling spatial autocorrelation in spatial interaction data. An application to patent citation data in the European Union[J]. Journal of Regional Science, 48, 969-989(2008).

[15] Scherngell T, Barber M J. Spatial interaction modelling of cross-region R&D collaborations: Empirical evidence from the 5th EU framework programme[J]. Papers in Regional Science, 88, 531-546(2009).

[16] Ma H T, Fang C L, Pang B et al. Structure of Chinese city network as driven by technological knowledge flows[J]. Chinese Geographical Science, 25, 498-510(2015).

[17] Matthiessen C W, Schwarz A W, Find S. The ups and downs of global research centers[J]. Science, 297, 1476-1477(2002).

[18] Breschi S, Lenzi C. Co-invention networks and inventive productivity in US cities[J]. Journal of Urban Economics, 92, 66-75(2016).

[19] Matthiessen C W, Schwarz A W, Find S. World cities of scientific knowledge: Systems, networks and potential dynamics. An analysis based on bibliometric indicators[J]. Urban Studies, 47, 1879-1897(2010).

[20] Ma H T, Fang C L, Lin S N et al. Hierarchy, clusters, and spatial differences in Chinese inter-city networks constructed by scientific collaborators[J]. Journal of Geographic Science, 28, 1793-1809(2018).

[21] Liefner I, Hennemann S. Structural holes and new dimensions of distance: The spatial configuration of the scientific knowledge network of China’s optical technology sector[J]. Environment and Planning A, 43, 810-829(2011).

[22] Li Y C, Phelps N. Megalopolis unbound: Knowledge collaboration and functional polycentricity within and beyond the Yangtze River Delta Region in China, 2014[J]. Urban Studies, 53, 1035-1047(2018).

[24] Schartinger D, Rammera C, Fischer M M et al. Knowledge interactions between universities and industry in Austria: Sectoral patterns and determinants[J]. Research Policy, 31, 303-328(2002).

[25] Fritsch M, Kauffeld M. The impact of network structure on knowledge transfer: An application of social network analysis in the context of regional innovation networks[J]. The Annals of Regional Science, 44, 21-38(2010).

[26] Huggins R, Prokop D. Network structure and regional innovation: A study of university-industry ties[J]. Urban Studies, 54, 931-952(2017).

[27] Hou H, Kretschmer H, Liu Z. The structure of scientific collaboration networks in Scientometrics[J]. Scientometrics, 75, 189-202(2008).

[28] Leydesdorff L, Persson O. Mapping the geography of science: Distribution patterns and networks of relations among cities and institutes[J]. Journal of the American Society for Information Science and Technology, 61, 1622-1634(2010).

[29] Li D, Wei Y H, Wang T. Spatial and temporal evolution of urban innovation network in China[J]. Habitat International, 49, 484-496(2015).

[32] Giuliani E. Network dynamics in regional clusters: Evidence from Chilean wine cluster[J]. Research Policy, 42, 1406-1419(2013).

[33] Ballanda P A, Suireb R, Vicentec J. Structural and geographical patterns of knowledge networks in emerging technological standards: Evidence from the European GNSS industry[J]. Economics of Innovation and New Technology, 22, 47-72(2013).

[34] Hazır C S, LeSage J, Autant-Bernard C. The role of R&D collaboration networks on regional knowledge creation: Evidence from information and communication technologies[J]. Papers in Regional Science, 97, 549-567(2018).

[38] Heimeriks G, Boschma R. The path-and place-dependent nature of scientific knowledge production in biotech 1986-2008[J]. Journal of Economic Geography, 14, 339-364(2014).

[39] Gertler M S. Tacit knowledge and the economic geography of context, or the undefinable tacitness of being (there)[J]. Journal of Economic Geography, 3, 75-99(2003).

[41] Rigby D. Technological relatedness and knowledge space: Entry and exit of US cities from patent classes[J]. Regional Studies, 49, 1922-1937(2015).

[42] Bathelt H, Malmberg A, Maskell P. Clusters and knowledge: Local buzz, global pipelines and the process of knowledge creation[J]. Progress in Human Geography, 28, 31-56(2004).

[43] Hoekman J, Frenken K, Tijssen R J W. Research collaboration at a distance: Changing spatial patterns of scientific collaboration within Europe[J]. Research Policy, 39, 662-673(2010).

[44] Balland P A, Boschma R, Frenken K. Proximity and innovation: From statics to dynamics[J]. Regional Studies, 49, 907-920(2015).

[45] Autant-Bernard C, Billand P, Frachisse D et al. Social distance versus spatial distance in R&D cooperation: Empirical evidence from European collaboration choices in micro and nanotechnologies[J]. Papers in Regional Science, 86, 495-519(2007).

[46] Agrawal A, Kapur D, McHale J. How do spatial and social proximity influence knowledge flows? Evidence from patent data[J]. Journal of Urban Economics, 64, 258-269(2008).

[47] Breschi S, Catalini C. Mobility of skilled workers and co-invention networks: An anatomy of localized knowledge flows[J]. Journal of Economic Geography, 9, 439-468(2009).

[48] Cassi L, Plunket A. Proximity, network formation and inventive performance: In search of the proximity paradox[J]. The Annals of Regional Science, 53, 395-422(2014).

[49] Leszczyńska D, Khachlouf N. How proximity matters in interactive learning and innovation: A study of the Venetian glass industry[J]. Industry and Innovation, 25, 1-23(2018).

[50] Caragliu A, Nijkamp P. Space and knowledge spillovers in European regions: The impact of different forms of proximity on spatial knowledge diffusion[J]. Journal of Economic Geography, 16, 749-774(2015).

[51] Crescenzi R, Nathan M, Rodríguez-Pose A. Do inventors talk to strangers?: On proximity and collaborative knowledge creation[J]. Research Policy, 45, 177-194(2016).

[52] Miorner J, Zukauskaite E, Trippl M et al. Creating institutional preconditions for knowledge flows in cross-border regions[J]. Environment and Planning C, 36, 201-218(2018).

[53] Boschma R, Martin R. The Handbook of Evolutionary Economic Geography, 120-135(2010).

[54] Broekel T, Mueller W. Critical links in knowledge networks: What about proximities and gatekeeper organisations?[J]. Industry and innovation, 25, 919-939(2018).

[55] Nooteboom B. Learning by interaction: Absorptive capacity, cognitive distance and governance[J]. Journal of Management and Governance, 4, 69-92(2000).

[56] Balland P A, Belso-Martínez J A, Morrison A. The dynamics of technical and business knowledge networks in industrial clusters: Embeddedness, status or proximity?[J]. Economic Geography, 92, 35-60(2016).

[58] Boschma R. Proximity and innovation: A critical assessment[J]. Regional Studies, 39, 61-74(2005).

[59] Romero C C. Personal and business networks within Chilean biotech[J]. Industry and Innovation, 25, 1-33(2018).

[61] World Bank Country and Lending Groups[J](2019). https://datahelpdesk.worldbank.org/knowledgebase/articles/906519-world-bank-country-and lending-groups

[62] Li Y C, Phelps N. Knowledge polycentricity and the evolving Yangtze River Delta megalopolis[J]. Regional Studies, 51, 1035-1047(2017).

[64] Mitze T, Strotebeck F. Centrality and get-richer mechanisms in interregional knowledge networks[J]. Regional Studies, 52, 1-13(2018).

[65] Yoon J, Blumer A, Lee K. An algorithm for modularity analysis of directed and weighted biological networks based on edge-betweenness centrality[J]. Bioinformatics, 22, 3106-3108(2006).

[66] Hazir C, Autant-Bernard C. Determinants of cross-regional R&D collaboration: Some empirical evidence from European biotechnology[J]. Annals of Regional Science, 53, 369-393(2014).

[67] Mitze T, Strotebeck F. Determining factors of interregional research collaboration in Germany’s biotech network: Capacity, proximity, policy?[J]. Technovation, 80, 40-53(2019).

[68] Cao Z, Derudder B, Peng Z W. Interaction between different forms of proximity in inter‐organizational scientific collaboration: The case of medical sciences research network in the Yangtze River Delta region[J]. Papers in Regional Science, 98, 1-22(2019).

[69] Ter Wal A L, Boschma R. Co-evolution of firms, industries and networks in space[J]. Regional Studies, 45, 919-933(2011).

[70] Cassi L, Morrison A, Rabellotti R. Proximity and scientific collaboration: Evidence from the global wine industry[J]. Tijdschriftvoor Economische en Sociale Geografie, 106, 205-219(2015).

[71] Laursen K, Reichstein T, Salter A. Exploring the effect of geographical proximity and university quality on university-industry collaboration in the United Kingdom[J]. Regional Studies, 45, 507-523(2011).

[72] Plotnikova T, Rake B. Collaboration in pharmaceutical research: Exploration of country-level determinants[J]. Scientometrics, 98, 1173-1202(2014).