Second, there is no evidence that job losers wait until their benefits have expired with searching for a new job. At the time of benefit exhaustion, the probability of returning to employment is not statistically different from the counterfactual outcome without UI. Cunningham (2000) employs a difference-in-differences approach that exploits the relaxation in eligibility rules and the increase in the maximum duration of benefits that were introduced in 1994.