聚类分析
信息共享
空间分析
业务
计算机科学
地理
万维网
人工智能
遥感
作者
Shusen Qi,Ralph De Haas,Steven Ongena,Stefan Straetmans,Tamás Vadász
出处
期刊:Review of Finance
[Oxford University Press]
日期:2024-07-08
卷期号:28 (6): 1881-1918
被引量:3
摘要
Abstract We present a model of credit market competition to derive key hypotheses about how information sharing between banks influences the spatial clustering of their branches. We then test these hypotheses using data on 56,555 branches owned by 614 banks across 19 countries. We find that information sharing incentivizes banks to establish branches in localities that are new to them but that are already served by other banks. The resultant branch clustering is associated with reduced spatial credit rationing, as information sharing enables firms to access credit from more distant banks. These findings underscore how information sharing makes it more important for banks to move closer to each other rather than closer to their borrowers.
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