We study the role of competition in customers' reactions to litigation against firms, using anonymized mobile phone location data. A class action lawsuit filing results in a 4% average reduction in customer visits to target firms' outlets in the following months. The effect strongly depends on...

We show that peer firms play an important role in shaping corporate earnings management decisions. To overcome identification issues in isolating peer effects, we use an instrumental variables strategy based on two plausibly exogenous events: fund flow-induced selling pressure by passive...

International organizations collect data from national authorities to create multivariate cross-sectional time series for their analyses. As data from countries with not yet well-established statistical systems may be incomplete, the bridging of data gaps is a crucial challenge. This paper...

We develop a methodology to estimate households’ exposure to systematic income risk and its causal effect on portfolio decisions. The identification strategy relies on household fixed effects and a novel instrument based on major corporate events. We apply it to a Dutch administrative panel...