This paper merges industrial enterprise database, patent database, and financial licensing data to show that more bank … branches near a firm promote its innovation. Mechanism analysis suggests that the reason is that more branches around firms …-stock commercial bank branches’ increase is the main driver of the effect above. The effect is more significant in innovative …