and lowers credit default rates of small-and medium-sized enterprises. We exploit a wave of
early loan officer retirements as a quasi-natural experiment, in which the resulting borrower
reallocations changed the industry specialization levels of the remaining loan officers. In a
difference-in-differences analysis excluding all reallocated borrowers, we find that a
negative shock to loan officer specialization increases default rates due to an inferior …