How concentrated is unemployment risk across workers before a recession?
Core argument: Unemployed individuals in 2007, who made up 2.8% of the population, had an estimated average unemployment risk of nearly 22%, about ten times the 2.7% average for employed workers and 2.4% for those not in the labor force.
We estimate unemployment risk in our sample as a function of many individual-level characteristics. We include current employment status characteristics (employed/unemployed/not in the labor force, unemployment duration, work absence, reason for unemployment, reason for non-participation), demographic characteristics, job characteristics, and geographic characteristics. Before a recession, unemployment risk is relatively concentrated. The dashed lines in Figure 3 show the distribution of unemployment risk as of 2007 broken out separately for employed, unemployed, and not-in-the-labor-force individuals. Unemployment risk was below 5% for the vast majority of employed workers and below 10% for all but the extreme tail. Since the unemployment rate was low in 2007, unemployed workers made up only a small sliver of the population (2.8%), but this group had an average unemployment risk of nearly 22%, about ten times larger than either of the other categories (2.7% average for employed, 2.4% average for not in the labor force).



