Among workers who remain unemployed for nine months, the share eligible for unemployment insurance drops from 58% to roughly 38%, according to an October 2026 study by the Federal Reserve Bank of St. Louis. The research, authored by Kurt See and Gus Gerlach, tracked how both eligibility and participation in unemployment benefits shift as joblessness continues. The findings reveal that the population covered by unemployment insurance changes dramatically over time, with eligibility declining while participation among those still eligible climbs sharply.
In the opening month of unemployment, about 58% of jobless workers qualify for benefits, but that rate falls to approximately 38% by month nine. Among workers who stay unemployed for at least nine months, eligibility drops even more steeply—from 72% at the start to 40% at nine months. Meanwhile, the rate at which eligible workers actually collect benefits moves in the opposite direction. Among all eligible jobless workers, participation starts at about 58% in month one and climbs to roughly 75% by the sixth month, where it levels off for several months before dipping slightly. For those who remain unemployed longer, participation rises even more sharply over the same period.
The authors identified benefit exhaustion as the primary driver behind falling eligibility. According to the report, regular unemployment insurance benefits typically last up to six months in most states, though maximum durations vary by location and can shift over time. Once someone's benefits run out, they're no longer eligible to keep receiving payments under the standard program. The researchers also note that a meaningful share of long-term unemployed workers stay eligible past nine months for two reasons: some states offer longer maximum durations than six months, and some jobless individuals wait more than three months before starting to collect benefits, meaning they haven't yet exhausted them at the nine-month mark.
The study explains that rising participation among eligible workers reflects mounting financial pressure. As unemployment continues, those predisposed to longer jobless spells tend to have less savings, leading them to lean more heavily on insurance payments. The report constructed eligibility status using individual-level data from the Census Bureau's Survey of Income and Program Participation, which tracks monthly employment, earnings, reason for unemployment, and state of residence. By matching this information with state-specific eligibility rules documented over three decades, the authors could separate workers who don't qualify from those who qualify but choose not to apply.
The report argues that analyzing the unemployment insurance system using a single average eligibility or participation rate misses a crucial part of the picture. At the start of joblessness, insurance reaches one set of workers at a certain rate, but several months in, both the share of unemployed workers who still qualify and the share of eligible workers collecting benefits look substantially different. The authors write that in their working paper, accounting for these shifting patterns drastically changes how the government should design unemployment insurance policy to improve the well-being of jobless individuals. Understanding how eligibility and participation evolve over time is essential for crafting optimal policy, they conclude.