Using individual-level CPS data, we show that the decline in middle-wage routine occupations over the past 40 years is mainly due to decreased transitions into these jobs from non-participation and unemployment, driven by individuals' lower propensity to make such transitions rather than demographic shifts, and that this also significantly contributes to the recent rise in U.S. nonparticipation.
This paper presents a forecasting model of unemployment based on labor force flows data that, in real time, dramatically outperforms the Survey of Professional Forecasters, historical forecasts from the Federal Reserve Board's Greenbook, and basic time-series models.
Total monthly job loss and hiring among U.S. workers, as well as job loss hazard rates, are strongly countercyclical, while job finding hazard rates are strongly procyclical.