We exploit plausibly exogenous regulatory changes in the mortgage lending market to estimate causal effects of the financial boom and bust on personal income in the health sector. We find that counties that were exogenously more exposed to the crisis because of the regulatory reforms experienced...

We propose a novel estimator for the dynamic panel model, which solves the failure of strict exogeneity by calculating the bias in the first-order conditions as a function of the autoregressive parameter and solving the resulting equation. We show that this estimator performs well as compared...

Nighttime lights data are a measure of economic activity whose measurement error is plausibly independent of the errors of most conventional indicators. Therefore, we can use nighttime lights as an independent benchmark to assess existing measures of economic activity (Pinkovskiy and...

For-profit providers have become an important fixture of U.S. higher education markets. Students who attend for-profit institutions take on more educational debt and are more likely to default on their student loans than those attending similarly selective public schools. Because for-profits...

Auto lenders were perhaps the biggest winners of the 2005 Bankruptcy Reform. Cars depreciate quickly, so borrowers often owe more than their car is worth. Prior to the Reform, these borrowers could reduce the principal on their auto loan to the market value of the car through a “cramdown” in...