中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Exploring China's venture capital investment dynamics and influencing factors: a perspective of intercity flow

文献类型:期刊论文

作者Du, Delin3; Wang, Jiaoe1,3; Li, Jianjun2
刊名HABITAT INTERNATIONAL
出版日期2025-10-01
卷号164页码:103528
关键词Venture capital City centrality Spatial structure Machine learning Explainable artificial intelligence
ISSN号0197-3975
DOI10.1016/j.habitatint.2025.103528
产权排序1
文献子类Article
英文摘要Venture capital (VC) investment process involves the movement of capital, information, and knowledge, influencing the city network. China's intercity VC investments have progressively expanded, giving rise to a large and complex network. The Yangtze River Delta (YRD), Pearl River Delta (PRD), and Beijing-Tianjin-Hebei (BTH) regions have emerged as the core regions of the network. Beijing, Shanghai, Shenzhen, and Hangzhou hold significant positions as VC centers in the country. As western cities like Chengdu have gained prominence, the network has gradually evolved into a diamond structure. Based on the XGBoost and SHAP algorithms, this study explored the importance of socioeconomic factors, geographical location and transportation, and administrative factors in the network evolution. Local financial markets and innovation potential, particularly the number of local VC firms, are pivotal in shaping the network evolution of intercity VC investments. The impact of transportation exhibits an initial increase, followed by a decline. In comparison to socioeconomic factors, geographical location and transportation as well as urban administrative governance, appear to have relatively limited influence. The findings contribute to a more profound understanding of the dynamics behind the evolution of financial capital flows among cities.
URL标识查看原文
WOS关键词SPATIAL DYNAMICS ; FIRM ; SYNDICATION ; TECHNOLOGY ; FINANCE ; MARKET
WOS研究方向Development Studies ; Environmental Sciences & Ecology ; Public Administration ; Urban Studies
语种英语
WOS记录号WOS:001542518000002
出版者PERGAMON-ELSEVIER SCIENCE LTD
源URL[http://ir.igsnrr.ac.cn/handle/311030/215596]  
专题区域可持续发展分析与模拟院重点实验室_外文论文
通讯作者Wang, Jiaoe
作者单位1.Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China;
2.East China Univ Sci & Technol, Sch Business, Shanghai 200237, Peoples R China
3.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Reg Sustainable Dev Modeling, Beijing 100101, Peoples R China;
推荐引用方式
GB/T 7714
Du, Delin,Wang, Jiaoe,Li, Jianjun. Exploring China's venture capital investment dynamics and influencing factors: a perspective of intercity flow[J]. HABITAT INTERNATIONAL,2025,164:103528.
APA Du, Delin,Wang, Jiaoe,&Li, Jianjun.(2025).Exploring China's venture capital investment dynamics and influencing factors: a perspective of intercity flow.HABITAT INTERNATIONAL,164,103528.
MLA Du, Delin,et al."Exploring China's venture capital investment dynamics and influencing factors: a perspective of intercity flow".HABITAT INTERNATIONAL 164(2025):103528.

入库方式: OAI收割

来源:地理科学与资源研究所

浏览0
下载0
收藏0
其他版本

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。