The picture of U.S. labor market dynamics is opaque. Empirical studies of U.S. gross worker flows have yielded contradictory findings, and it is not easy to get a sense of the key moments of the data. Debates have emerged regarding the implications of these flows for the understanding of the...

We suggest the use of an Internet job-search indicator (the Google Index, GI) as the best leading indicator to predict the US unemployment rate. We perform a deep out-of-sample forecasting comparison analyzing many models that adopt both our preferred leading indicator (GI), the more standard...

The pandemic catalyzed an enduring shift to remote work. To measure and characterize this shift, we examine more than 250 million job vacancy postings across five English-speaking countries. Our measurements rely on a state-of-the-art languageprocessing framework that we fit, test, and refine...