This paper develops a control-function methodology accounting for endogenous or mismeasured regressors in hazard models. I provide sufficient identifying assumptions and regularity conditions for the estimator to be consistent and asymptotically normal. Applying my estimator to the subprime...

During the Progressive Era (1900-29), economic growth was rapid but volatile. Boom and busts witnessed the formation and failure of tens of thousands of firms and thousands of banks. This essay uses new data and methods to identify causal links between failures of banks and bankruptcies of...

We analyze whether government spending multipliers differ by the sign of the shock. Using aggregate historical U.S. data, we apply Ben Zeev's (2020) nonlinear diagnostic tests and find evidence of nonlinearities in the impulse response functions of both government spending and GDP. We then...

This paper builds on Baqaee and Farhi (2022) and di Giovanni et al. (2022) to quantify the contribution of fiscal policy on U.S. inflation over the Dec-2019 to June-2022 period. Model calibrations show that aggregate demand shocks explain roughly two-thirds of total model-based inflation, and...

The federal government enacted massive spending in the Pandemic Recession. But was this spending scaled to the magnitude of the economic downturn? We examine the responsiveness of the safety net to the Pandemic Recession and compare it to that in the Great Recession. Using monthly state-level...

We find that financial conditions in the core have significant spillover effects on cross-border mergers and acquisitions (M&As). On average, a 1 percentage point easing of the IMF US Financial Conditions Index is associated with approximately a 10% higher volume of cross-border M&As. The...

This paper studies the effects of automation in economies with labor market distortions that generate worker rents--wages above opportunity cost--in some jobs. We show that automation targets high-rent tasks, dissipating rents and amplifying wage losses from automation. It also reduces...

This paper investigates gender gaps in long-term career expectations and outcomes of PhD candidates in economics. For this purpose, we match rich survey data on PhD candidates (from the 2008-2010 job market cohorts) to public data on job histories and publication records through 2022. We...