TY - BOOK AU - Cai, Jing AU - Szeidl, Adam TI - Indirect Effects of Access to Finance SN - 0002-8282 PB - American Economic Review KW - Capital and Ownership Structure KW - Financial Risk and Risk Management KW - Value of Firms KW - Financing Policy N2 - We created experimental variation across markets in China in the share of firms having access to a new loan product. Access to finance had a large positive direct effect on the performance of treated firms but a similar-sized negative indirect effect on that of firms with treated competitors, leading to nondetectable gains in producer surplus. Access to finance had a positive direct effect on business quality and consumer satisfaction and a negative effect on price, which were not offset by indirect effects, implying net gains in consumer surplus. We document other indirect effects and combine effects in a welfare evaluation UR - https://www.aeaweb.org/articles?id=10.1257/aer.20220711 ER -