We analyze the information content of the digital footprint – information that people leave online simply by accessing or registering on a website – for predicting consumer default. Using more than 250,000 observations, we show that even simple, easily accessible variables from the digital...

We analyze the information content of the digital footprint – information that people leave online simply by accessing or registering on a website – for predicting consumer default. Using more than 250,000 observations, we show that even simple, easily accessible variables from the digital...

We analyze the information content of the digital footprint – information that people leave online simply by accessing or registering on a website – for predicting consumer default. We show that even simple, easily accessible variables from the digital footprint match the information content...

Using a lender cutoff rule that generates plausibly exogenous variation in credit supply, I investigate a new channel through which funding shocks are transmitted to the real economy. Based on a sample of more than 15,000 loan applications from small- and medium-sized enterprises, I find that...

Using a lender cut-off rule that generates plausibly exogenous variation in credit supply, I analyze real effects of loan rejections in a sample of small and medium-sized enterprises. I find that loan rejections reduce asset growth, investments, and employment, and these effects are concentrated...