Abstract
In the last years, Science and Technology Parks (STPs) have been considered facilitators of inter-organizational relationships, as well as instruments of public policy, by creating networks and allowing access for the learning of local innovation. In this study, we propose a quantitative tool as support for measuring the efficiency of STPs through the analysis of the complex networks they form. We present a generic framework called the Inter-Relationship Science-Park Analysis (ISA) framework to study STPs at three different levels of management: (1) individual entities (research centres, universities, innovation companies, etc.); (2) STP global management; and (3) productive sector development. Moreover, we have applied the ISA framework to a real-world case study: the Walqa Science and Technology Park. Through it we have been able to know what relationships are established within this Science and Technology Park and which are the most important nodes in this network of interactions.
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Audretsch, B. (1998). Agglomeration and the location of innovative activity. Oxford Review of Economic Policy, 14(2), 18–29. doi:10.1093/oxrep/14.2.18.
Audretsch, D. B., Bozeman, B., Combs, K. L., Feldman, M., Link, A. N., Siegel, D. S., et al. (2002). The economics of science and technology. The Journal of Technology Transfer, 27(2), 155–203. doi:10.1023/A:1014382532639.
Autio, E., Sapienza, H. J., & Almeida, J. G. (2000). Effects of age at entry, knowledge intensity, and imitability on international growth. The Academy of Management Journal, 5, 909.
Avnimelech, G., Schwartz, D., & Bar-El, R. (2007). Entrepreneurial high-tech cluster development: Israel’s experience with venture capital and technological incubators. European Planning Studies, 15(9), 1181–1198. doi:10.1080/09654310701529078.
Aydalot, P. (1986). Milieux innovateurs en Europe. Paris: GREMI.
Bakouros, Y. L., Mardas, D. C., & Varsakelis, N. C. (2002). Science park, a high tech fantasy?: An analysis of the science parks of Greece. Technovation, 22(2), 123–128. doi:10.1016/S0166-4972(00)00087-0.
Basile, A. (2011). Networking system and innovation outputs: the role of science and technology parks. International Journal of Business and Management, 6(5), 3. doi:10.5539/ijbm.v6n5p3.
Bigliardi, B., Dormio, A. I., Nosella, A., & Petroni, G. (2006). Assessing science parks’ performances: Directions from selected Italian case studies. Technovation, 26(4), 489–505. doi:10.1016/j.technovation.2005.01.002.
Bonacich, P. (1987). Power and centrality: A family of measures. American Journal of Sociology, 92(5), 1170–1182. Retrieved from http://www.jstor.org/stable/2780000.
Bosma, N., van Praag, M., Thurik, R., & de Wit, G. (2004). The value of human and social capital investments for the business performance of startups. Small Business Economics, 23(3), 227–236. doi:10.1023/B:SBEJ.0000032032.21192.72.
Castells, P., & Hall, P. (1994). Technopoles of the world: The making of the 21st century industrial complexes. New York: Routledge.
Cebrián Tarrasón, D., Vidal, R., Salmerón, J. L., Bertolín, J. A., & Negre, P. (2011). Análisis de las empresas de base tecnológica de un parque científico y tecnológico basado en técnicas de redes sociales. In XV Congreso Internacional de Ingeniería de Proyectos (pp. 2376–2389). Huesca: Asociación Española de Dirección e Ingeniería de Proyectos (AEIPRO).
Chan, K.-Y. A., Oerlemans, L. A. G., & Pretorius, M. W. (2010). Knowledge exchange behaviours of science park firms: The innovation hub case. Technology Analysis & Strategic Management, 22(2), 207–228. doi:10.1080/09537320903498546.
Cheng, F., van Oort, F., Geertman, S., & Hooimeijer, P. (2013). Science parks and the co-location of high-tech small- and medium-sized firms in China’s Shenzhen. Urban Studies, 51(5), 1073–1089. doi:10.1177/0042098013493020.
Colombo, M. G., & Delmastro, M. (2002). How effective are technology incubators? Research Policy, 31(7), 1103–1122. doi:10.1016/S0048-7333(01)00178-0.
Dettwiler, P., Lindelöf, P., & Löfsten, H. (2006). Business environment and property management issues: a study of growth firms in Sweden. Journal of Corporate Real Estate, 8(3), 120–133.
Dyer, J. H., & Singh, H. (1998). The relational view: Cooperative strategy and sources of interorganizational competitive advantage. The Academy of Management Review, 4, 660.
Felsenstein, D. (1994). University-related science parks—“Seedbeds” or “enclaves” of innovation? Technovation, 14(2), 93–110. doi:10.1016/0166-4972(94)90099-X.
Freeman, L. C. (1977). A set of measures of centrality based on betweenness. Sociometry, 40(1), 35–41.
Fukugawa, N. (2006). Science parks in Japan and their value-added contributions to new technology-based firms. International Journal of Industrial Organization, 24, 381–400. doi:10.1016/j.ijindorg.2005.07.005.
Garnsey, E., & Heffernan, P. (2005). High-technology clustering through spin-out and attraction: The Cambridge case. Regional Studies, 39(8), 1127–1144. doi:10.1080/00343400500328289.
Gower, S. M., & Harris, F. C. (1994). Science parks in the UK. Property Management, 12(4), 24–33. doi:10.1108/02637479410071036.
Gronum, S., Verreynne, M.-L., & Kastelle, T. (2012). The role of networks in small and medium-sized enterprise innovation and firm performance. Journal of Small Business Management, 50(2), 257–282. doi:10.1111/j.1540-627X.2012.00353.x.
Guy, I. (1996). A look at Aston science park. Technovation, 16(5), 217–218.
Hansson, F., Husted, K., & Vestergaard, J. (2005). Second generation science parks: from structural holes jockeys to social capital catalysts of the knowledge society. Technovation, 25(9), 1039–1049. doi:10.1016/j.technovation.2004.03.003.
Hobbs, K. G., Link, A. N., & Scott, J. T. (2016). Science and technology parks: an annotated and analytical literature review. The Journal of Technology Transfer. doi:10.1007/s10961-016-9522-3.
Hodgson, B. (1996). A methodological framework to analyse the impact of science and technology parks. IASP and AURRP: The Economics of Science Parks.
Jackson, M. O. (2008). Social and economic networks. Princeton: Princeton University Press.
Kirby, D. A., & Cox, J. (2006). Guest editorial: New technology based firms in the knowledge economy. International Entrepreneurship and Management Journal, 2(2), 139–144. doi:10.1007/s11365-006-8680-4.
Koka, B. R., & Prescott, J. E. (2002). Strategic alliances as social capital: A multidimensional view. Strategic Management Journal, 9, 795.
Latorre-Martínez, M., Navarro-Elola, L., Pastor-Tejedor, J., & Íñiguez-Berrozpe, T. (2013). Analysis of the network of relations of organizations set up at Walqa technology park. In Advances in Sustainable & Competitive Manufacturing Systems (Vol. 1, pp. 1335–1346). Springer International Publishing.
Lesser, E., & Prusak, L. (1999). Communities of practice, social capital and organizational knowledge. Information Systems Review, 1(1), 3–10.
Link, A., & Scott, J. (2003). US science parks: the diffusion of an innovation and its effects on the academic missions of universities. International Journal of Industrial Organization, 21(9), 1323–1356.
Link, A. N., & Scott, J. T. (2007). The economics of university research parks. Oxford Review of Economic Policy, 23(4), 661–674. doi:10.1093/oxrep/grm030.
Link, A. N., & Siegel, D. S. (2007). Innovation, entrepreneurship, and technological change. Oxford: Oxford University Press.
Löfsten, H., & Lindelöf, P. (2002). Science parks and the growth of new technology-based firms—Academic-industry links, innovation and markets. Research Policy, 31(6), 859–876. doi:10.1016/S0048-7333(01)00153-6.
Löfsten, H., & Lindelöf, P. (2005). R&D networks and product innovation patterns—Academic and non-academic new technology-based firms on science parks. Technovation, 25(9), 1025–1037. doi:10.1016/j.technovation.2004.02.007.
Maillat, D. (1995). Territorial dynamic, innovative milieus and regional policy. Entrepreneurship & Regional Development, 7(2), 157–165.
Massey, D., Quintas, P., & Wield, D. (1991). High-tech fantasies: Science parks in society, science and space. London: Routledge.
Nahapiet, J., & Ghoshal, S. (1998). Social capital, intellectual capital, and the organizational advantage. The Academy of Management Review, 2, 242.
Newman, M. E. J., & Girvan, M. (2004). Finding and evaluating community structure in networks. Physical Review E, 69(2), 26113. doi:10.1103/PhysRevE.69.026113.
Phillimore, J. (1999). Beyond the linear view of innovation in science park evaluation an analysis of western Australian technology park. Technovation, 19(11), 673–680.
Ponds, R., Oort, F. V., & Frenken, K. (2009). Innovation, spillovers and university-industry collaboration: an extended knowledge production function approach. Journal of Economic Geography, 10(2), 231–255. doi:10.1093/jeg/lbp036.
Porter, M. E. (1985). The competitive advantage: Creating and sustaining superior performance. NY: Free Press.
Radosevic, S., & Myrzakhmet, M. (2009). Between vision and reality: Promoting innovation through technoparks in an emerging economy. Technovation, 29, 645–656. doi:10.1016/j.technovation.2009.04.001.
Ratinho, T., & Henriques, E. (2010). The role of science parks and business incubators in converging countries: Evidence from Portugal. Technovation, 30, 278–290. doi:10.1016/j.technovation.2009.09.002.
Siegel, D. S., Westhead, P., & Wright, M. (2003). Assessing the impact of university science parks on research productivity: exploratory firm-level evidence from the United Kingdom. International Journal of Industrial Organization, 21, 1357–1369. doi:10.1016/S0167-7187(03)00086-9.
Tsai, W. (2000). The formation of intraorganizational linkages. Strategic Management Journal, 21(9), 925–939.
Vandierdonck, R., Debackere, K., & Rappa, M. (1991). An assessment of science parks—Towards a better understanding of their role in the diffusion of technological knowledge. R&D Management, 21(2), 109–123.
Varga, A., Pontikakis, D., & Chorafakis, G. (2012). Metropolitan Edison and cosmopolitan Pasteur? Agglomeration and interregional research network effects on European R&D productivity. Journal of Economic Geography, 14(2), 229–263. doi:10.1093/jeg/lbs041.
Vedovello, C. (1997). Science parks and university-industry interaction: Geographical proximity between the agents as a driving force. Technovation, 17(9), 491–531. doi:10.1016/S0166-4972(97)00027-8.
Weber, A., & Pick, G. (1909). Über den standort der industrien: Reine Theorie des Standorts. JCB Mohr.
Westhead, P., & Storey, D. J. (1995). Links between higher education institutions and high technology firms. Omega, 23(4), 345–360. doi:10.1016/0305-0483(95)00021-F.
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Pilar Latorre, M., Hermoso, R. & Rubio, M.A. A novel network-based analysis to measure efficiency in science and technology parks: the ISA framework approach. J Technol Transf 42, 1255–1275 (2017). https://doi.org/10.1007/s10961-017-9585-9
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DOI: https://doi.org/10.1007/s10961-017-9585-9