Claudel Matthew, Massaro Emanuele, Santi Paolo, Murray Fiona, Ratti Carlo
Lab for Innovation Science & Policy, Massachusetts Institute of Technology, Cambridge, MA, United States of America.
Senseable City Laboratory, Massachusetts Institute of Technology, Cambridge, MA, United States of America.
PLoS One. 2017 Jun 22;12(6):e0179334. doi: 10.1371/journal.pone.0179334. eCollection 2017.
Academic research is increasingly cross-disciplinary and collaborative, between and within institutions. In this context, what is the role and relevance of an individual's spatial position on a campus? We examine the collaboration patterns of faculty at the Massachusetts Institute of Technology, through their academic output (papers and patents), and their organizational structures (institutional affiliation and spatial configuration) over a 10-year time span. An initial comparison of output types reveals: 1. diverging trends in the composition of collaborative teams over time (size, faculty versus non-faculty, etc.); and 2. substantively different patterns of cross-building and cross-disciplinary collaboration. We then construct a multi-layered network of authors, and find two significant features of collaboration on campus: 1. a network topology and community structure that reveals spatial versus institutional collaboration bias; and 2. a persistent relationship between proximity and collaboration, well fit with an exponential decay model. This relationship is consistent for both papers and patents, and present also in exclusively cross-disciplinary work. These insights contribute an architectural dimension to the field of scientometrics, and take a first step toward empirical space-planning policy that supports collaboration within institutions.
学术研究越来越呈现出跨学科以及机构之间和机构内部合作的特点。在此背景下,个人在校园中的空间位置有何作用和意义?我们通过麻省理工学院教师的学术产出(论文和专利)以及他们在10年时间跨度内的组织结构(机构隶属关系和空间布局)来研究其合作模式。对产出类型的初步比较显示:1. 随着时间推移,合作团队的构成呈现出不同趋势(规模、教师与非教师等);2. 跨建筑和跨学科合作模式存在实质性差异。然后我们构建了一个多层作者网络,发现校园合作有两个显著特征:1. 一种网络拓扑结构和社区结构,揭示了空间与机构合作倾向;2. 接近程度与合作之间存在持续关系,与指数衰减模型非常契合。这种关系在论文和专利方面都一致,并且在纯跨学科工作中也存在。这些见解为科学计量学领域增添了一个架构维度,并朝着支持机构内部合作的实证空间规划政策迈出了第一步。