Biotech specialisations and metropolitan clusters in San Diego, CA, and Cambridge, MA - a network analysis using metadata

Alessandro Marra, Paola Antonelli, C. Pozzi, Alessandro Sarra
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引用次数: 1

Abstract

Biotechnology is a fast growing market led by a multitude of start-ups and SMEs, extraordinarily active in research and development and technological innovation for industrial purposes. Given the high fragmentation of the industry and the radical disruptive nature of the innovative process, any empirical investigation aimed at identifying biotech R&D and industry applications makes a valuable contribution. Moreover, given the spatial concentration of biotech companies, often at the metropolitan level, the detection of specialised aggregates based on firms' technological and market proximity offers an interesting perspective of study on clusters. The paper employs network analysis using metadata to determine emerging firms' specialisations and capture technological and market complementarities, and emphasises the latter as drivers of biotech aggregates, in San Diego, CA, and Cambridge, MA, two large cities at the industry forefront. Results show that San Diego has the larger and less interconnected network, compared to Cambridge, although existing clusters, specialisations and industry applications seem to be complementary and better interconnected.
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加州圣地亚哥和马萨诸塞州剑桥的生物技术专业和大都市集群——使用元数据的网络分析
生物技术是一个由众多初创企业和中小企业领导的快速增长的市场,它们在工业目的的研发和技术创新方面异常活跃。鉴于该行业的高度分散性和创新过程的激进破坏性,任何旨在确定生物技术研发和行业应用的实证调查都会做出宝贵贡献。此外,考虑到生物技术公司的空间集中度,通常在大都市一级,基于公司的技术和市场接近度来检测专业聚集体,为集群研究提供了一个有趣的视角。该论文使用元数据进行网络分析,以确定新兴公司的专业化,并捕捉技术和市场的互补性,并强调后者是生物技术总量的驱动力,在加利福尼亚州圣地亚哥和马萨诸塞州剑桥这两个处于行业前沿的大城市。结果显示,与剑桥相比,圣地亚哥的网络规模更大,互联程度更低,尽管现有的集群、专业化和行业应用似乎是互补的,互联程度更好。
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