We examine the long-lasting effects of the 2007 real estate price collapse on small business credit supply. Banks affected by the decline in real estate prices systematically contracted their credit to small firms. At the same time, regional and local banks, many of which were unaffected by the initial shock, increased small business lending to nearby borrowers and opportunistically expanded their branch networks, making gains in market share that persisted for the following decade. Although the net effect of the contraction in credit was negative, we show that opportunistic expansion tied to permanent market changes is an important offsetting force that dampened the negative effect on small firms during the GFC and its aftermath.

ABSTRACT Many studies find that aggregate managerial decision variables, such as aggregate equity issuance, predict stock or bond market returns. Recent research argues that these findings may be driven by an aggregate time‐series version of Schultz's (2003, Journal of Finance 58, 483–517) pseudo market‐timing bias. Using standard simulation techniques, we find that the bias is much too small to account for the observed predictive power of the equity share in new issues, corporate investment plans, insider trading, dividend initiations, or the maturity of corporate debt issues.