The Influence of Proximity on the Evolution of Urban Innovation Networks in Nanjing Metropolitan Area, China: A Comparative Analysis of Knowledge and Technological Innovations

IF 2.8 3区 地球科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Yu Shi, Wei Zhai, Yiran Yan, Xingping Wang
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引用次数: 0

Abstract

This study investigates the dynamics of innovation element flows among metropolitan areas and examines the underlying proximity mechanisms that are crucial for elevating urban agglomerations’ innovation levels and spurring their development. Utilizing collaborative publication and patent data, this research constructs knowledge and technological innovation networks within the Nanjing metropolitan area (NMA) from 2013 to 2020. It analyzes the evolution of network structures and applies the Multiple Regression Quadratic Assignment Procedure to discern the proximity mechanisms driving the urban innovation networks’ evolution in NMA. The main findings are as follows: (1) The knowledge collaborations within NMA cities remain largely confined to cities within Jiangsu province, whereas the technological collaborations are shifting from intra-province to cross-province cooperation. (2) Both knowledge and technological innovation networks display a “core-periphery” configuration, with Nanjing maintaining a dominant central position. The scale of the KIN surpasses that of the TIN, while the latter’s growth rate outpaces the former’s. Technological collaborations demonstrate more pronounced spillover effects than their knowledge counterparts. (3) At the metropolitan area level, organizational, social, cognitive, and technological proximities exert varying degrees of influence on innovation cooperation among different innovation entities across various years. Cognitive proximity exhibits the most substantial explanatory power. Based on these findings, the study proposes relevant policy recommendations for constructing an innovative NMA and promoting collaborative innovation development among cities within the NMA.
邻近性对中国南京都市圈城市创新网络演化的影响:知识创新与技术创新的比较分析
本研究调查了都市圈之间创新要素流动的动态,并探讨了对提升城市群创新水平和促进其发展至关重要的内在邻近机制。本研究利用合作出版和专利数据,构建了南京都市圈(NMA)从2013年到2020年的知识和技术创新网络。研究分析了网络结构的演化过程,并运用多元回归二次赋值程序,揭示了驱动南京都市圈城市创新网络演化的邻近机制。主要发现如下(1)南京市的知识合作主要局限于江苏省内城市,而技术合作则从省内合作转向跨省合作。(2) 知识创新网络和技术创新网络都呈现出 "核心-外围 "的格局,南京仍处于中心主导地位。知识创新网络的规模超过技术创新网络,而后者的增长速度超过前者。技术合作的溢出效应比知识合作更为明显。(3)在大都市区层面,组织、社会、认知和技术接近性对不同创新主体在不同年份的创新合作产生了不同程度的影响。其中,认知接近性的解释力最强。基于上述发现,本研究提出了构建创新型北马里亚纳群岛,促进北马里亚纳群岛内城市协同创新发展的相关政策建议。
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来源期刊
ISPRS International Journal of Geo-Information
ISPRS International Journal of Geo-Information GEOGRAPHY, PHYSICALREMOTE SENSING&nb-REMOTE SENSING
CiteScore
6.90
自引率
11.80%
发文量
520
审稿时长
19.87 days
期刊介绍: ISPRS International Journal of Geo-Information (ISSN 2220-9964) provides an advanced forum for the science and technology of geographic information. ISPRS International Journal of Geo-Information publishes regular research papers, reviews and communications. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced. The 2018 IJGI Outstanding Reviewer Award has been launched! This award acknowledge those who have generously dedicated their time to review manuscripts submitted to IJGI. See full details at http://www.mdpi.com/journal/ijgi/awards.
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