Career opportunities and expectations shape people's decisions and can diminish over time. In this paper, we study the career implications of automation and robotization using a novel data set of resumes from approximately 16 million individuals from the United States. We calculate the lifetime...

What happens when the findings of a prominent medical study are overturned? Using a medical trial on breech births, we estimate the effect of the reversal of such a medical study on physician choices and infant health outcomes. Using the United States Birth Certificate Records from 1995-2010, we...

The United States criminal justice system is characterized by substantial disparities in outcomes across racial and ethnic groups. Understanding these disparities requires accurate measures of race and ethnicity of people involved in the justice system. We document how race and ethnicity are...

Digital advertising, which uses consumer data to target ads to users, now accounts for most of global ad expenditures. Privacy concerns have prompted regulations that restrict the use of personal data. To inform these policy debates, we develop an equilibrium model of advertising and market...

Although corporate finance theory suggests how adverse shocks influence shareholder preferences toward corporate risk-taking and executive compensation, few researchers explore this relationship empirically. We construct a firm-year measure of unexpected shocks to environmental regulatory...

This paper estimates the effect of sustainable shareholder engagement on firm's investments. We study the real estate industry where investments are sporadic and occur following depreciation cycles. SEC restrictions (rule 240.14a-8) on shareholder proposals, in combination with the asset...

Interest paid by U.S. state and local bonds is tax-exempt, making these bonds attractive to investors - though a tax rule limits arbitrage opportunities by restricting associated interest expense deductions. Prior to 1986, U.S. banks were not subject to the interest deduction limitation, making...

We document that, during the COVID-19 era, the inflation expectations of Democrats remained strongly anchored, while those of Republicans did not. Republicans' expectations not only rose well above the inflation target, but also became more sensitive to a variety of shocks, including CPI...