Private Equity, Jobs, and Productivity: Reply to Ayash and Rastad

Ayash and Rastad (2017) express several concerns about our 2014 analysis of private equity buyouts. We welcome their interest in our work but think their criticisms are off the mark. Some of their claims reflect a misunderstanding of the Census Bureau’s Longitudinal Business Database (LBD) and its underlying data inputs. Because the LBD has emerged as a major laboratory for empirical studies in economics and finance, we use this opportunity to reiterate and clarify some of its important features. In a similar spirit, we elaborate on steps taken to develop our large sample of private equity buyouts. We also address Ayash and Rastad’s remarks about the empirical design of our establishment-level analysis, our methods for distinguishing between leveraged buyouts (LBOs) and other private equity transactions, bankruptcy rates among firms acquired in LBOs, their assertion that we undercount large public-to-private LBOs, and other matters.