2020-07-01
Análisis de Redes Sociales como estrategia para estudiar los Sistemas de Innovación. Revisión sistemática de la literatura
Social Networks Analysis as a tool to study Innovation Systems. A Systematic review
Resumen (es)
Este documento está orientado a la construcción de un análisis bibliométrico y una revisión sistemática de la literatura sobre la aplicación del análisis de redes sociales como método de estudio de los sistemas de innovación. La revisión se llevó a cabo en una ventana de observación de 2001 a 2017. Se realizó la búsqueda en los índices bibliográficos Scopus y Web of Science Core Collection. Se obtuvo un conjunto de 1091 registros, con los cuales se realizó un análisis bibliométrico de la actividad, la relación y el impacto. Por otro lado, se llevó a cabo la selección de 29 artículos recurriendo a criterios de inclusión específicos, permitiendo construir categorías asociadas a patentes, redes de coautoría, información de proyectos conjuntos, combinaciones de fuentes de datos, entre otros.
Palabras clave (es):
Análisis de Redes Sociales, Sistemas de Innovación, Indicadores bibliométricos, Análisis de Contenido, Revisión sistemática de la literatura
Resumen (en)
This paper presents a bibliometric analysis and a systematic review of the literature on the application of social network analysis as a method to study innovation systems. The review was made from 2001 to 2017. The search was made in the bibliographic indexes: Scopus and Web of Science Core Collection. A set of 1091 records was obtained, in which a bibliometric analysis of the activity, the relationship and the impact was carried out. On the other hand, the selection of 29 articles was made using specific inclusion criteria, which allowed the construction of categories associated with patents, co-authorship networks, information on joint projects, combinations of data sources, among others.
Palabras clave (en):
Social Networks Analysis, Innovation Systems, Bibliometric Indicators, Content Analysis, Systematic review
Referencias
Acevedo-Argüello, C., Zabala-Vargas, S., & Guayán-Perdómo, O. (2018). El análisis de redes sociales como herramienta para estudiar los sistemas de innovación: Una revisión sistemática de la literatura. Universidad Industrial de Santander.
Balconi, M., Breschi, S., & Lissoni, F. (2004). Networks of inventors and the role of academia: an exploration of Italian patent data. Research Policy, 33, 127–145. https://doi.org/10.1016/S0048-7333(03)00108-2
Benito-Crosetti, B., Ardila-Segovia, D., Zabala-Vargas, S., & García-Mora, L. (2019). Aprendizaje Basado en Juegos (GBL) aplicado a la enseñanza de la matemática en educación superior: Una revisión sistemática de literatura. Formación Universitaria, 12(4).
Binz, C., Truffer, B., & Coenen, L. (2014). Why space matters in technological innovation systems - Mapping global knowledge dynamics of membrane bioreactor technology. Research Policy, 43(1), 138–155. https://doi.org/10.1016/j.respol.2013.07.002
Borgatti, S. P., Everett, M. G., & Johnson, J. C. (2013). Analyzing Social Networks. SAGE Publications. Retrieved from https://books.google.com. co/books?id=VjS6NAEACAAJ
Boschma, R. A., & ter Wal, A. L. J. (2007). Knowledge Networks and Innovative Performance in an Industrial District: The Case of a Footwear District in the South of Italy. Industry & Innovation, 14(2), 177–199. https://doi.org/10.1080/13662710701253441
Breschi, S., & Lissoni, F. (2004). Knowledge networks from patent data. In H. F. Moed, W. Glänzel, & U. Schmoch (Eds.), Handbook of Quantitative Science and Technology Research (pp. 613–643). Dordrecht: Springer. https://doi.org/10.1007/1-4020-2755-9_29
Broekel, T., & Brachert, M. (2015). The Structure and Evolution of Intersectoral Technological Complementarity in R&D in Germany from 1990 to 2011. Journal of Evolutionary Economics, 25, 755–785. https:// doi.org/10.1007/s00191-015-0415-7
Cantner, U., & Graf, H. (2006). The network of innovators in Jena: An application of social network analysis. Research Policy, 35(4), 463–480.
https://doi.org/10.1016/J.RESPOL.2006.01.002
Cantner, U., Meder, A., & ter Wal, A. L. J. (2010). Innovator networks and regional knowledge base. Technovation, 30(9–10), 496–507. https://doi. org/10.1016/J.TECHNOVATION.2010.04.002
Carson, D. A., Carson, D. B., & Hodge, H. (2014). Understanding local innovation systems in peripheral tourism destinations. Tourism
Geographies, 16(3), 457–473. https://doi.org/10.1080/14616688.2013 .868030
Clarivate Analytics. (2018). Web of Science. Retrieved June 5, 2018, from https://clarivate.com/products/web-of-science/
Davyt, A., & Mujica, A. (2011). La promoción de redes de innovación como componente central de una estrategia política de vinculación del conocimiento y el desarrollo. Hallazgos, 8(16), 19–28.
de Souza, L. G. A., de Moraes, M. A. F. D., Dal Poz, M. E. S., & da Silveira, J. M. F. J. (2015). Collaborative Networks as a measure of the Innovation Systems in second-generation ethanol. Scientometrics, 103(2), 355–372. https://doi.org/10.1007/s11192-015-1553-2
Dolfsma, W., & Leydesdorff, L. (2011). Innovation systems as patent networks: The Netherlands, India and Nanotech. Innovation: Management, Policy and Practice, 13(3). https://doi.org/10.5172/ impp.2011.13.3.311
Doloreux, D., & Porto Gomez, I. (2017). A review of (almost) 20 years of regional innovation systems research. European Planning Studies, 25(3), 371–387. https://doi.org/10.1080/09654313.2016.1244516
Edquist, C. (2006). Systems of Innovation: Perspectives and Challenges. In J. Fagerberg, D. C. Mowery, & R. R. Nelson (Eds.), The Oxford Handbook of Innovation (pp. 181–208). Nueva York: Oxford University Press.
https://doi.org/10.1093/oxfordhb/9780199286805.003.0007
Elsevier. (2018). Scopus. Retrieved June 5, 2018, from https://www.
scopus.com/home.uri
Fernández Chaves, F. (2002). El análisis de contenido como ayuda metodológica para la investigación . Revista de Ciencias Sociales (Cr), II(96). Retrieved from https://www.redalyc.org/articulo.oa?id=15309604
Fritsch, M., & Graf, H. (2011). How sub-national conditions affect regional innovation systems: The case of the two Germanys. Papers in Regional Science, 90(2), 331–353. https://doi.org/10.1111/j.14355957.2011.00364.x
Galeano, C., Bellón, D., Zabala, S., Romero, E., & Duro, V. (2017). Identificación de los pilares que direccionan a una institución universitaria hacia un Smart-campus. In CITED 2017.
Gast, I., Schildkamp, K., & van der Veen, J. T. (2017). Team-Based Professional Development Interventions in Higher Education: A Systematic Review. Review of Educational Research, 87(4), 736–767. https://doi.org/10.3102/0034654317704306
Guan, J. C., Zuo, K. R., Chen, K. H., & Yam, R. C. M. (2016). Does country-level R&D efficiency benefit from the collaboration network structure? Research Policy, 45(4), 770–784. https://doi.org/10.1016/J. RESPOL.2016.01.003
Guan, J., Zhang, J., & Yan, Y. (2015). The impact of multilevel networks on innovation. Research Policy, 44(3), 545–559. https://doi.org/10.1016/j. respol.2014.12.007
Kustepeli, Y., Gulcan, Y., & Akgungor, S. (2012). The innovativeness of the Turkish textile industry within similar knowledge bases across different regional innovation systems. European Urban and Regional Studies, 20(2), 227–242. https://doi.org/10.1177/0969776412448088
Lundvall, B. (2007). National Innovation Systems—Analytical Concept and Development Tool. Industry & Innovation, 14(1), 95–119. https:// doi.org/10.1080/13662710601130863
Maggioni, M. A., Uberti, T. E., & Usai, S. (2011). Treating patents as relational data: Knowledge transfers and spillovers across Italian provinces. Industry and Innovation, 18(1), 39–67. https://doi.org/10.10 80/13662716.2010.528928
Marek, D., & Blažek, J. (2016). The challenge of breaking the academia– business firewall in Czechia: comparing the role of differentiated knowledge bases in collaborative R&D projects. European Planning
Studies, 24(4), 809–831. https://doi.org/10.1080/09654313.2015.1121 204
Martin, R., & Moodysson, J. (2013). Comparing knowledge bases: on the geography and organization of knowledge sourcing in the regional innovation system of Scania, Sweden. European Urban and Regional Studies, 20(2), 170–187. https://doi.org/10.1177/0969776411427326
Minguillo, D., & Thelwall, M. (2012). Mapping the network structure of science parks. Aslib Proceedings, 64(4), 332–357. https://doi. org/10.1108/00012531211244716
Niu, X. S. (2014). International scientific collaboration between Australia and China: A mixed-methodology for investigating the social processes and its implications for national innovation systems. Technological Forecasting and Social Change, 85, 58–68. https://doi.org/10.1016/j. techfore.2013.10.014
OECD/Eurostat. (2005). Oslo Manual: Guidelines for Collecting and Interpreting Innovation Data, 3rd Edition, The Measurement of Scientific and Technological Activities. Paris. https://doi. org/10.1787/9789264013100-en.
OECD. (2014). The Innovation Imperative Contributing to
Productivity, Growth and Well-Being. Paris. Retrieved from https:// www.oecd-ilibrary.org/science-and-technology/the-innovationimperative_9789264239814-en/citation
Petticrew, M., & Roberts, H. (2006). Systematic Reviews in the Social Sciences: A Practical Guide. (Oxford, Ed.). Wiley-Blackwell.
Pinheiro, M. L., Lucas, C., & Pinho, J. C. (2015). Social Network Analysis as a New Methodological Tool to Understand University – Industry Cooperation. International Journal of Innovation Management, 19(01), 1550013. https://doi.org/10.1142/S1363919615500139
Prats, L., Guia, J., & Molina, F. X. (2008). How tourism destinations evolve: The Notion of Tourism Local Innovation System. Tourism and Hospitality Research, 8(3), 178–191. https://doi.org/10.1057/thr.2008.24
Quintella, R. H., da Silva Monteiro de Freitas, E. J., Ventura, A. C., Santos, M. A., de Melo, D. R. A., da Silva Motta, G., & Jucá, S. (2012). Scientific knowledge networks in peripheral regions and local innovation systems: The case of chemistry in the state of Bahia. Journal of Technology Management and Innovation, 7(1), 85–103.
Russo, M., & Rossi, F. (2009). Cooperation Networks and Innovation. Evaluation, 15(1), 75–99. https://doi.org/10.1177/1356389008097872
Salavisa, I., Sousa, C., & Fontes, M. (2012). Topologies of innovation networks in knowledge-intensive sectors: Sectoral differences in the access to knowledge and complementary assets through formal and informal ties. Technovation, 32(6), 380–399. https://doi.org/10.1016/j.
technovation.2012.02.003
Schiller, M. C. O. S. (2015). A survey of the national innovation system.
Global Business and Economics Review, 17(3), 310. https://doi. org/10.1504/GBER.2015.070308
Shapiro, M. A., So, M., & Park, H. W. (2010). Quantifying the national innovation system: Inter-regional collaboration networks in South Korea. Technology Analysis and Strategic Management, 22(7), 845–857. https://doi.org/10.1080/09537325.2010.511158
Smith, H. L., & Leydesdorff, L. (2014). The Triple Helix in the context of global change: dynamics and challenges. Prometheus, 32(4), 321–336. https://doi.org/10.1080/08109028.2014.972135
Sohn, D. W., Kim, H., & Lee, J. H. (2009). Policy-driven university - Industry linkages and regional innovation networks in Korea. Environment and Planning C: Government and Policy, 27(4), 647–664. https://doi. org/10.1068/c0890b
Steiner, M., Gil, J. A., Ehret, O., Ploder, M., & Wink, R. (2010). European medium-technology innovation networks : a multi-methodological multi-regional approach. Int. J. Technology Management, 50(3/4), 229– 262.
Stuck, J., Broekel, T., & Revilla Diez, J. (2016). Network Structures in
Regional Innovation Systems. European Planning Studies, 24(3), 423– 442. https://doi.org/10.1080/09654313.2015.1074984
Swar, B., & Khan, G. F. (2013). An analysis of the information technology outsourcing domain: A social network and Triple helix approach. Journal of the American Society for Information Science and Technology, 64(11), 2366–2378. https://doi.org/10.1002/asi.22918
Tsai, H.-T. T., Huang, S.-Z. Z., & Wang, C.-H. H. (2015). Cross-border R&D alliance networks: An empirical study of the umbilical cord blood banking industry in emerging markets. Asian Journal of Technology Innovation, 23(3), 383–406. https://doi.org/10.1080/19761597.2015.1120502
Van Der Valk, T., & Gijsbers, G. (2010). The use of social network analysis in innovation studies: Mapping actors and technologies. Innovation,
12(1), 5–17. https://doi.org/10.5172/impp.12.1.5
von Proff, S., & Brenner, T. (2014). The dynamics of inter-regional collaboration: An analysis of co-patenting. Annals of Regional Science, 52(1), 41–64. https://doi.org/10.1007/s00168-013-0573-1
Waltman, L., & Noyons, E. (2018). Bibliometrics for Research Management and Research Evaluation. Leiden, The Netherlands: CWTS, B.V. Retrieved from http://www.cwts.nl/pdf/CWTS_bibliometrics.pdf
Yan, J. (2011). A study on consulting network of university research team. In 2011 2nd International Conference on Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC) (pp. 1871– 1874). IEEE.
Yokura, Y., Matsubara, H., & Sternberg, R. (2013). R&D networks and regional innovation: A social network analysis of joint research projects in Japan. Area, 45(4), 493–503. https://doi.org/10.1111/area.12055
Yun, S., & Lee, J. (2013). An innovation network analysis of science clusters in South Korea and Taiwan. Asian Journal of Technology
Innovation, 21(2), 277–289. https://doi.org/10.1080/19761597.2013.8 66310
Balconi, M., Breschi, S., & Lissoni, F. (2004). Networks of inventors and the role of academia: an exploration of Italian patent data. Research Policy, 33, 127–145. https://doi.org/10.1016/S0048-7333(03)00108-2
Benito-Crosetti, B., Ardila-Segovia, D., Zabala-Vargas, S., & García-Mora, L. (2019). Aprendizaje Basado en Juegos (GBL) aplicado a la enseñanza de la matemática en educación superior: Una revisión sistemática de literatura. Formación Universitaria, 12(4).
Binz, C., Truffer, B., & Coenen, L. (2014). Why space matters in technological innovation systems - Mapping global knowledge dynamics of membrane bioreactor technology. Research Policy, 43(1), 138–155. https://doi.org/10.1016/j.respol.2013.07.002
Borgatti, S. P., Everett, M. G., & Johnson, J. C. (2013). Analyzing Social Networks. SAGE Publications. Retrieved from https://books.google.com. co/books?id=VjS6NAEACAAJ
Boschma, R. A., & ter Wal, A. L. J. (2007). Knowledge Networks and Innovative Performance in an Industrial District: The Case of a Footwear District in the South of Italy. Industry & Innovation, 14(2), 177–199. https://doi.org/10.1080/13662710701253441
Breschi, S., & Lissoni, F. (2004). Knowledge networks from patent data. In H. F. Moed, W. Glänzel, & U. Schmoch (Eds.), Handbook of Quantitative Science and Technology Research (pp. 613–643). Dordrecht: Springer. https://doi.org/10.1007/1-4020-2755-9_29
Broekel, T., & Brachert, M. (2015). The Structure and Evolution of Intersectoral Technological Complementarity in R&D in Germany from 1990 to 2011. Journal of Evolutionary Economics, 25, 755–785. https:// doi.org/10.1007/s00191-015-0415-7
Cantner, U., & Graf, H. (2006). The network of innovators in Jena: An application of social network analysis. Research Policy, 35(4), 463–480.
https://doi.org/10.1016/J.RESPOL.2006.01.002
Cantner, U., Meder, A., & ter Wal, A. L. J. (2010). Innovator networks and regional knowledge base. Technovation, 30(9–10), 496–507. https://doi. org/10.1016/J.TECHNOVATION.2010.04.002
Carson, D. A., Carson, D. B., & Hodge, H. (2014). Understanding local innovation systems in peripheral tourism destinations. Tourism
Geographies, 16(3), 457–473. https://doi.org/10.1080/14616688.2013 .868030
Clarivate Analytics. (2018). Web of Science. Retrieved June 5, 2018, from https://clarivate.com/products/web-of-science/
Davyt, A., & Mujica, A. (2011). La promoción de redes de innovación como componente central de una estrategia política de vinculación del conocimiento y el desarrollo. Hallazgos, 8(16), 19–28.
de Souza, L. G. A., de Moraes, M. A. F. D., Dal Poz, M. E. S., & da Silveira, J. M. F. J. (2015). Collaborative Networks as a measure of the Innovation Systems in second-generation ethanol. Scientometrics, 103(2), 355–372. https://doi.org/10.1007/s11192-015-1553-2
Dolfsma, W., & Leydesdorff, L. (2011). Innovation systems as patent networks: The Netherlands, India and Nanotech. Innovation: Management, Policy and Practice, 13(3). https://doi.org/10.5172/ impp.2011.13.3.311
Doloreux, D., & Porto Gomez, I. (2017). A review of (almost) 20 years of regional innovation systems research. European Planning Studies, 25(3), 371–387. https://doi.org/10.1080/09654313.2016.1244516
Edquist, C. (2006). Systems of Innovation: Perspectives and Challenges. In J. Fagerberg, D. C. Mowery, & R. R. Nelson (Eds.), The Oxford Handbook of Innovation (pp. 181–208). Nueva York: Oxford University Press.
https://doi.org/10.1093/oxfordhb/9780199286805.003.0007
Elsevier. (2018). Scopus. Retrieved June 5, 2018, from https://www.
scopus.com/home.uri
Fernández Chaves, F. (2002). El análisis de contenido como ayuda metodológica para la investigación . Revista de Ciencias Sociales (Cr), II(96). Retrieved from https://www.redalyc.org/articulo.oa?id=15309604
Fritsch, M., & Graf, H. (2011). How sub-national conditions affect regional innovation systems: The case of the two Germanys. Papers in Regional Science, 90(2), 331–353. https://doi.org/10.1111/j.14355957.2011.00364.x
Galeano, C., Bellón, D., Zabala, S., Romero, E., & Duro, V. (2017). Identificación de los pilares que direccionan a una institución universitaria hacia un Smart-campus. In CITED 2017.
Gast, I., Schildkamp, K., & van der Veen, J. T. (2017). Team-Based Professional Development Interventions in Higher Education: A Systematic Review. Review of Educational Research, 87(4), 736–767. https://doi.org/10.3102/0034654317704306
Guan, J. C., Zuo, K. R., Chen, K. H., & Yam, R. C. M. (2016). Does country-level R&D efficiency benefit from the collaboration network structure? Research Policy, 45(4), 770–784. https://doi.org/10.1016/J. RESPOL.2016.01.003
Guan, J., Zhang, J., & Yan, Y. (2015). The impact of multilevel networks on innovation. Research Policy, 44(3), 545–559. https://doi.org/10.1016/j. respol.2014.12.007
Kustepeli, Y., Gulcan, Y., & Akgungor, S. (2012). The innovativeness of the Turkish textile industry within similar knowledge bases across different regional innovation systems. European Urban and Regional Studies, 20(2), 227–242. https://doi.org/10.1177/0969776412448088
Lundvall, B. (2007). National Innovation Systems—Analytical Concept and Development Tool. Industry & Innovation, 14(1), 95–119. https:// doi.org/10.1080/13662710601130863
Maggioni, M. A., Uberti, T. E., & Usai, S. (2011). Treating patents as relational data: Knowledge transfers and spillovers across Italian provinces. Industry and Innovation, 18(1), 39–67. https://doi.org/10.10 80/13662716.2010.528928
Marek, D., & Blažek, J. (2016). The challenge of breaking the academia– business firewall in Czechia: comparing the role of differentiated knowledge bases in collaborative R&D projects. European Planning
Studies, 24(4), 809–831. https://doi.org/10.1080/09654313.2015.1121 204
Martin, R., & Moodysson, J. (2013). Comparing knowledge bases: on the geography and organization of knowledge sourcing in the regional innovation system of Scania, Sweden. European Urban and Regional Studies, 20(2), 170–187. https://doi.org/10.1177/0969776411427326
Minguillo, D., & Thelwall, M. (2012). Mapping the network structure of science parks. Aslib Proceedings, 64(4), 332–357. https://doi. org/10.1108/00012531211244716
Niu, X. S. (2014). International scientific collaboration between Australia and China: A mixed-methodology for investigating the social processes and its implications for national innovation systems. Technological Forecasting and Social Change, 85, 58–68. https://doi.org/10.1016/j. techfore.2013.10.014
OECD/Eurostat. (2005). Oslo Manual: Guidelines for Collecting and Interpreting Innovation Data, 3rd Edition, The Measurement of Scientific and Technological Activities. Paris. https://doi. org/10.1787/9789264013100-en.
OECD. (2014). The Innovation Imperative Contributing to
Productivity, Growth and Well-Being. Paris. Retrieved from https:// www.oecd-ilibrary.org/science-and-technology/the-innovationimperative_9789264239814-en/citation
Petticrew, M., & Roberts, H. (2006). Systematic Reviews in the Social Sciences: A Practical Guide. (Oxford, Ed.). Wiley-Blackwell.
Pinheiro, M. L., Lucas, C., & Pinho, J. C. (2015). Social Network Analysis as a New Methodological Tool to Understand University – Industry Cooperation. International Journal of Innovation Management, 19(01), 1550013. https://doi.org/10.1142/S1363919615500139
Prats, L., Guia, J., & Molina, F. X. (2008). How tourism destinations evolve: The Notion of Tourism Local Innovation System. Tourism and Hospitality Research, 8(3), 178–191. https://doi.org/10.1057/thr.2008.24
Quintella, R. H., da Silva Monteiro de Freitas, E. J., Ventura, A. C., Santos, M. A., de Melo, D. R. A., da Silva Motta, G., & Jucá, S. (2012). Scientific knowledge networks in peripheral regions and local innovation systems: The case of chemistry in the state of Bahia. Journal of Technology Management and Innovation, 7(1), 85–103.
Russo, M., & Rossi, F. (2009). Cooperation Networks and Innovation. Evaluation, 15(1), 75–99. https://doi.org/10.1177/1356389008097872
Salavisa, I., Sousa, C., & Fontes, M. (2012). Topologies of innovation networks in knowledge-intensive sectors: Sectoral differences in the access to knowledge and complementary assets through formal and informal ties. Technovation, 32(6), 380–399. https://doi.org/10.1016/j.
technovation.2012.02.003
Schiller, M. C. O. S. (2015). A survey of the national innovation system.
Global Business and Economics Review, 17(3), 310. https://doi. org/10.1504/GBER.2015.070308
Shapiro, M. A., So, M., & Park, H. W. (2010). Quantifying the national innovation system: Inter-regional collaboration networks in South Korea. Technology Analysis and Strategic Management, 22(7), 845–857. https://doi.org/10.1080/09537325.2010.511158
Smith, H. L., & Leydesdorff, L. (2014). The Triple Helix in the context of global change: dynamics and challenges. Prometheus, 32(4), 321–336. https://doi.org/10.1080/08109028.2014.972135
Sohn, D. W., Kim, H., & Lee, J. H. (2009). Policy-driven university - Industry linkages and regional innovation networks in Korea. Environment and Planning C: Government and Policy, 27(4), 647–664. https://doi. org/10.1068/c0890b
Steiner, M., Gil, J. A., Ehret, O., Ploder, M., & Wink, R. (2010). European medium-technology innovation networks : a multi-methodological multi-regional approach. Int. J. Technology Management, 50(3/4), 229– 262.
Stuck, J., Broekel, T., & Revilla Diez, J. (2016). Network Structures in
Regional Innovation Systems. European Planning Studies, 24(3), 423– 442. https://doi.org/10.1080/09654313.2015.1074984
Swar, B., & Khan, G. F. (2013). An analysis of the information technology outsourcing domain: A social network and Triple helix approach. Journal of the American Society for Information Science and Technology, 64(11), 2366–2378. https://doi.org/10.1002/asi.22918
Tsai, H.-T. T., Huang, S.-Z. Z., & Wang, C.-H. H. (2015). Cross-border R&D alliance networks: An empirical study of the umbilical cord blood banking industry in emerging markets. Asian Journal of Technology Innovation, 23(3), 383–406. https://doi.org/10.1080/19761597.2015.1120502
Van Der Valk, T., & Gijsbers, G. (2010). The use of social network analysis in innovation studies: Mapping actors and technologies. Innovation,
12(1), 5–17. https://doi.org/10.5172/impp.12.1.5
von Proff, S., & Brenner, T. (2014). The dynamics of inter-regional collaboration: An analysis of co-patenting. Annals of Regional Science, 52(1), 41–64. https://doi.org/10.1007/s00168-013-0573-1
Waltman, L., & Noyons, E. (2018). Bibliometrics for Research Management and Research Evaluation. Leiden, The Netherlands: CWTS, B.V. Retrieved from http://www.cwts.nl/pdf/CWTS_bibliometrics.pdf
Yan, J. (2011). A study on consulting network of university research team. In 2011 2nd International Conference on Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC) (pp. 1871– 1874). IEEE.
Yokura, Y., Matsubara, H., & Sternberg, R. (2013). R&D networks and regional innovation: A social network analysis of joint research projects in Japan. Area, 45(4), 493–503. https://doi.org/10.1111/area.12055
Yun, S., & Lee, J. (2013). An innovation network analysis of science clusters in South Korea and Taiwan. Asian Journal of Technology
Innovation, 21(2), 277–289. https://doi.org/10.1080/19761597.2013.8 66310
Cómo citar
Acevedo-Argüello , C. . ., Zabala-Vargas , S. ., Rojas-Mesa , J. ., & Guayán-Perdomo , O. . (2020). Análisis de Redes Sociales como estrategia para estudiar los Sistemas de Innovación. Revisión sistemática de la literatura. Revista Interamericana De Investigación Educación Y Pedagogía RIIEP, 13(2), 370-402. https://doi.org/10.15332/25005421.6238
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