Balland PA (2012) Proximity and the evolution of collaboration networks: Evidence from research and development projects within the global navigation satellite system (GNSS) industry. Reg Stud 46:741–756.
Balland PA, De Vaan M, Boschma R (2013) The dynamics of interfirm networks along the industry life cycle: The case of the global video game industry, 1987–2007. J Econ Geogr 13:741–765. https://doi.org/10.1093/jeg/lbs023 .
- Barabási A-L, Albert R (1999) Emergence of scaling in random networks. Science 286:509–512.
Paper not yet in RePEc: Add citation now
- Barthélemy M (2011) Spatial networks. Phys Rep 499(1–3):1–101.
Paper not yet in RePEc: Add citation now
Bauer V, Harhoff D, Kauermann G (2022) A smooth dynamic network model for patent collaboration data. AStA Adv Stat Anal 106:97–116. https://doi.org/10.1007/s10182-021-00393-w .
Bergé LR (2017) Network proximity in the geography of research collaboration. Pap Reg Sci 96(4):785–816.
- Block P, Koskinen J, Hollway J, Steglich C, Stadtfeld C (2018) Change we can believe in: Comparing longitudinal network models on consistency, interpretability and predictive power. Soc Netw 52(1):180–191.
Paper not yet in RePEc: Add citation now
Boschma R (2005) Proximity and innovation: A critical assessment. Reg Stud 39:61–74. https://doi.org/10.1080/0034340052000320887 .
- Breschi S, Lenzi C (2016) Co-invention networks and inventive productivity in US cities. J Urban Econ 92:66–75. https://doi.org/10.1016/j.jue.2015.12.003 .
Paper not yet in RePEc: Add citation now
Broekel T (2012) Collaboration intensity and regional innovation efficiency in Germany—a conditional efficiency approach. Ind Innov 19:155–179. https://doi.org/10.1080/13662716.2012.650884 .
- Broekel T, Hartog M (2013) Determinants of cross-regional R&D collaboration networks: An application of exponential random graph models. The geography of networks and R&D collaborations, pp 49–70.
Paper not yet in RePEc: Add citation now
- Burt RS (2007) Brokerage and closure: An introduction to social capital. OUP Oxford.
Paper not yet in RePEc: Add citation now
- Chesbrough H (2006) Open innovation: A new paradigm for understanding industrial innovation. In: Chesbrough H, Vanhaverbeke W, West J (eds) Open innovation: Researching a new paradigm. Oxford University Press, pp 1–12.
Paper not yet in RePEc: Add citation now
- Coleman JS (1988) Social capital in the creation of human capital. Am J Sociol 94:S95–S120.
Paper not yet in RePEc: Add citation now
- Dai L, Derudder B, Cao Z et al (2022) Examining the evolving structures of intercity knowledge networks: The case of scientific collaboration in China. Int J Urban Sci. https://doi.org/10.1080/12265934.2022.2042365 .
Paper not yet in RePEc: Add citation now
- De Noni I, Ganzaroli A, Orsi L (2017) The impact of intra- and inter-regional knowledge collaboration and technological variety on the knowledge productivity of European regions. Technol Forecast Soc Chang 117:108–118. https://doi.org/10.1016/j.techfore.2017.01.003 .
Paper not yet in RePEc: Add citation now
- Del Vicario M, Zollo F, Caldarelli G, Scala A, Quattrociocchi W (2017) Mapping social dynamics on facebook: The brexit debate. Soc Netw 50:6–16.
Paper not yet in RePEc: Add citation now
Desmarais BA, Cranmer SJ (2012) Statistical mechanics of networks: Estimation and uncertainty. Phys A 391(4):1865–1876.
- Dong ZJ, Xu L, Cheng JH et al (2021) Major factors affecting biomedical cross-city R&D collaborations based on cooperative patents in China. Scientometrics 126(3):1923–1943.
Paper not yet in RePEc: Add citation now
Fan F, Dai S, Zhang K, Ke H (2021) Innovation agglomeration and urban hierarchy: Evidence from Chinese cities. Appl Econ 53(54):6300–6318.
- Fang CL (2020) The atlas of China’s urban agglomerations. Science Press, Beijing.
Paper not yet in RePEc: Add citation now
- Feldman M (1994) The geography of innovation. Kluwer Academic Publishers, Boston.
Paper not yet in RePEc: Add citation now
- Filippetti A, Zinilli A (2023) The innovation networks of city-regions in Europe: Exclusive clubs or inclusive hubs? Pap Reg Sci 102(6):1169–1192.
Paper not yet in RePEc: Add citation now
Fleming L, King C III, Juda AI (2007) Small worlds and regional innovation. Organ Sci 18(6):938–954.
- Gao, Y., Scherngell, T., & Neuländtner, M. (2024). Drivers for inter-city innovation networks across Chinese cities: Modelling physical versus intangible effects.Chin Geogr Sci 1–16.
Paper not yet in RePEc: Add citation now
Gay B, Dousset B (2005) Innovation and network structural dynamics: Study of the alliance network of a major sector of the biotechnology industry. Res Policy 34(10):1457–1475.
- Gilsing V, Nooteboom B, Vanhaverbeke W, Duysters G, Van Den Oord A (2008) Network embeddedness and the exploration of novel technologies: Technological distance, betweenness centrality and density. Res Policy 37(10):1717–1731.
Paper not yet in RePEc: Add citation now
- Glückler J (2007) Economic geography and the evolution of networks. J Econ Geogr 7:619–634.
Paper not yet in RePEc: Add citation now
- Granovetter M (1985) Economic action and social structure: The problem of embeddedness. Am J Sociol 91(3):481–510.
Paper not yet in RePEc: Add citation now
Grillitsch M, Nilsson M (2015) Innovation in peripheral regions: Do collaborations compensate for a lack of local knowledge spillovers? Ann Reg Sci 54(1):299–321. https://doi.org/10.1007/s00168-014-0655-8 .
- Gulati R (1998) Alliances and networks. Strateg Manag J 19(4):293–317.
Paper not yet in RePEc: Add citation now
- Hanneke S, Fu W, Xing EP (2010) Discrete temporal models of social networks. Electron J Stat 4:585–605.
Paper not yet in RePEc: Add citation now
- Hilbert M, Oh P, Monge P (2016) Evolution of what? A network approach for the detection of evolutionary forces. Soc Netw 47:38–46.
Paper not yet in RePEc: Add citation now
- Hua L, Yang Z, Shao J, Jin D (2021) The impact of the preferential attachment level on the innovation network structure and innovation efficiency. Discret Dyn Nat Soc 2021:1–11.
Paper not yet in RePEc: Add citation now
- Hunter DR (2007) Curved exponential family models for social networks. Soc Netw 29(2):216–230.
Paper not yet in RePEc: Add citation now
- Kilduff M, Tsai W (2003) Social networks and organizations. Sage.
Paper not yet in RePEc: Add citation now
Kireyev A, Leonidov A (2018) Network effects of international shocks and spillovers. Netw Spat Econ 18(4):805–836.
Leifeld P, Cranmer SJ (2019) A theoretical and empirical comparison of the temporal exponential random graph model and the stochastic actor-oriented model. Netw Sci 7:20–51.
- Leifeld P, Cranmer SJ, Desmarais BA (2018) Temporal exponential random graph models with btergm: Estimation and bootstrap confidence intervals. J Stat Softw 83:1–36.
Paper not yet in RePEc: Add citation now
- Leydesdorff L, Rafols I (2011) How do emerging technologies conquer the world? An exploration of patterns of diffusion and network formation. J Am Soc Inform Sci Technol 62(5):846–860.
Paper not yet in RePEc: Add citation now
- Li D, Wei YD, Wang T (2015a) Spatial and temporal evolution of urban innovation network in China. Habitat Int 49:484–496.
Paper not yet in RePEc: Add citation now
- Li DD, Wang T, Wei YD et al (2015b) Spatial and temporal complexity of scientific knowledge network and technological knowledge network on China’s urban scale. Geogr Res 34(3):525–540.
Paper not yet in RePEc: Add citation now
Lim H, Han C (2023) National borders transcended: The impact of geographical proximity on the growth of global innovation networks among cities in East Asia. Int J Urban Sci 27(4):570–598.
Liu X, Derudder B, Liu Y (2015) Regional geographies of intercity corporate networks: the use of exponential random graph models to assess regional network-formation. Pap Reg Sci 94:109–126.
- Lomi A, Robins G, Tranmer M (2016) Introduction to multilevel social networks. Soc Netw 100(44):266–268.
Paper not yet in RePEc: Add citation now
- Ma HT, Xu XF, Jiang KL (2023) The evolutionary characteristics and innovation effects of technological knowledge polycentricity in Chinese urban agglomerations. Acta Geograph Sin 78(02):273–292. https://doi.org/10.11821/dlxb202302002 .
Paper not yet in RePEc: Add citation now
Maggioni MA, Nosvelli M, Uberti TE (2007) Space versus networks in the geography of innovation: A European analysis. Pap Reg Sci 86(3):471–494.
- Merton RK (1968) The Matthew effect in science: The reward and communication systems of science are considered. Science 159(3810):56–63.
Paper not yet in RePEc: Add citation now
Morrison A, Rabellotti R, Zirulia L (2013) When do global pipelines enhance the diffusion of knowledge in clusters? Econ Geogr 89:77–96. https://doi.org/10.1111/j.1944-8287.2012.01167.x .
Neuländtner M, Scherngell T (2020) Geographical or relational: What drives technology-specific R&D collaboration networks? Ann Reg Sci 65(3):743–773.
- Newman MEJ (2003) The structure and function of complex networks. SIAM Rev 45(2):167–256. https://doi.org/10.1137/S003614450342480 .
Paper not yet in RePEc: Add citation now
- OECD (1992) Technology and the economy. OECD, Paris.
Paper not yet in RePEc: Add citation now
Paier M, Scherngell T (2011) Determinants of collaboration in European R&D networks: Empirical evidence from a discrete choice model. Ind Innov 18(1):89–104.
- Pan X, Pan X, Ai B et al (2020) Structural heterogeneity and proximity mechanism of China’s inter-regional innovation cooperation network. Technol Anal Strateg Manag 32(9):1066–1081.
Paper not yet in RePEc: Add citation now
- Park J, Newman ME (2004) Statistical mechanics of networks. Phys Rev E 70.
Paper not yet in RePEc: Add citation now
- Powell WW, Koput KW, Smith-Doerr L (1996) Interorganizational collaboration and the locus of innovation: Networks of learning in biotechnology. Adm Sci Q 41(1):116–145.
Paper not yet in RePEc: Add citation now
- Provan KG, Fish A, Sydow J (2007) Interorganizational networks at the network level: A review of the empirical literature on whole networks. J Manag 33(3):479–516.
Paper not yet in RePEc: Add citation now
- Rivera MT, Soderstrom SB, Uzzi B (2010) Dynamics of dyads in social networks: Assortative, relational, and proximity mechanisms. Ann Rev Sociol 36:91–115.
Paper not yet in RePEc: Add citation now
- Robins G, Snijders T, Wang P, Handcock M, Pattison P (2007) Recent developments in exponential random graph (p*) models for social networks. Soc Netw 29:192–215.
Paper not yet in RePEc: Add citation now
- Scherngell T (2021) The geography of R&D collaboration networks. Handbook Reg Sci 869–887.
Paper not yet in RePEc: Add citation now
- Schweinberger M (2011) Instability, sensitivity, and degeneracy of discrete exponential families. J Am Stat Assoc 106:1361–1370.
Paper not yet in RePEc: Add citation now
- Snijders TA, Van de Bunt GG, Steglich CE (2010) Introduction to stochastic actor-based models for network dynamics. Soc Netw 32(1):44–60.
Paper not yet in RePEc: Add citation now
- Steglich C, Snijders TA, Pearson M (2010) Dynamic networks and behavior: Separating selection from influence. Sociol Methodol 40(1):329–393.
Paper not yet in RePEc: Add citation now
Stuck J, Broekel T, Revilla DJ (2016) Network structures in regional innovation systems. Eur Plan Stud 24(3):423–442.
- Sun P, Peng SY (2021) Development mechanism of cohesive subgroups' urban innovation networks in the yangtze river delta: Based on the valued ERGM. Econ Geogr 41(9):22–30. https://doi.org/10.15957/j.cnki.jjdl.2021.09.003 .
Paper not yet in RePEc: Add citation now
Sun Y, Liu K (2016) Proximity effect, preferential attachment and path dependence in inter-regional network: A case of China’s technology transaction. Scientometrics 108:201–220.
Tang C, Qiu P, Dou J (2022) The impact of borders and distance on knowledge spillovers—Evidence from cross-regional scientific and technological collaboration. Technol Soc 70.
- Ter Wal AL (2014) The dynamics of the inventor network in German biotechnology: Geographic proximity versus triadic closure. J Econ Geogr 14(3):589–620.
Paper not yet in RePEc: Add citation now
- Uzzi B (1997) Social structure and competition in interfirm networks. Adm Sci Q 42(1):37–69.
Paper not yet in RePEc: Add citation now
- Valente TW, Palinkas LA, Czaja S, Chu KH, Brown CH (2015) Social network analysis for program implementation. PLoS ONE 10(6).
Paper not yet in RePEc: Add citation now
Vieira ES, Cerdeira J, Teixeira AAC (2022) Which distance dimensions matter in international research collaboration? A cross-country analysis by scientific domain. J Informet 16(2).
Wang S, Yang L (2022) The Network Structure of Innovation Networks. Netw Spat Econ 22:65–96. https://doi.org/10.1007/s11067-021-09556-3 .
- Wang Z, Fellows IE, Handcock MS (2023) Understanding networks with exponential-family random network models. Soc Netw. https://doi.org/10.1016/j.socnet.2023.07.003 .
Paper not yet in RePEc: Add citation now
- Wanzenböck I, Scherngell T, Brenner T (2014) Embeddedness of regions in European knowledge networks. A comparative analysis of inter-regional R&D collaborations, co-patents and co-publications. Ann Reg Sci 53(2):337–368.
Paper not yet in RePEc: Add citation now
- Watts DJ, Strogatz SH (1998) Collective dynamics of ‘small-world’ networks. Nature 393(6684):440–442. https://doi.org/10.1038/30918 .
Paper not yet in RePEc: Add citation now
- Yang L, Wang J, Yang Y (2022) Spatial evolution and growth mechanism of urban networks in western China: A multi-scale perspective. J Geog Sci 32(3):517–536.
Paper not yet in RePEc: Add citation now
Yao L, Li J (2022) Intercity innovation collaboration and the role of high-speed rail connections: Evidence from Chinese co-patent data. Reg Stud 56(11):1845–1857.
- Yao L, Li J, Li J (2020) Urban innovation and intercity patent collaboration: A network analysis of China’s national innovation system. Technol Forecast Soc Chang 160.
Paper not yet in RePEc: Add citation now
- Zhou C, Zeng G, Cao XZ (2017) Chinese inter-city innovation network’s structure and city innovation capability. Geogr Res 36(7):1297–1308.
Paper not yet in RePEc: Add citation now
Zinilli A (2016) Competitive project funding and dynamic complex networks: Evidence from projects of national Interest (PRIN). Scientometrics 108(2):633–652.
- Zinilli A, Cerulli G (2023) Link prediction and feature relevance in knowledge networks: A machine learning approach. PLoS ONE 18(11):e0290018. https://doi.org/10.1371/journal.pone.0290018 .
Paper not yet in RePEc: Add citation now
- Zinilli A, Pierucci E, Reale E (2023) Organizational factors affecting higher education collaboration networks: Evidence from Europe. Higher Educ 1–42.
Paper not yet in RePEc: Add citation now