Poland’s unemployment insurance (UI) system pays laid-off workers a flat monthly benefit, indexed to inflation, rather than a share of their previous earnings. The benefit rises by 25 percent once a worker has five years of covered employment: in 2023, for example, from 1,192.90 to 1,491.90 zloty a month. UI recipients typically also receive social assistance, which continues after benefits run out. For workers under 50, benefits last six months, or 12 months in counties with relatively high unemployment.
Jessen, Jessen, Johnston, and Gałecka-Burdziak (2025) use administrative records on the universe of registered unemployment spells in Poland, focusing on laid-off claimants under 50 whose spells began between 2004 and 2019, and a regression discontinuity design at the five-year threshold, estimated separately for claimants with six and 12 months of potential duration. For claimants with six months of potential duration, the higher benefit increases benefit receipt by 0.12 months and unemployment by 0.25 months (elasticities of 0.22 and 0.25, respectively). Its effect on employed workers is far larger than its effect on spell length: inflows into unemployment rise with an elasticity of 1.66, so a 10 percent higher benefit raises inflows by about 17 percent. The induced claimants are older, less educated, and have had more previous UI spells than other claimants.
The paper builds a steady-state model in which more generous UI can both lengthen unemployment spells and raise separations from employment, and uses it to calculate the MVPF of a marginal benefit-level increase for claimants with six months of potential duration, with its regression discontinuity estimates of the effects on benefit receipt, unemployment, and inflows entering the net cost as behavioral responses. The paper also estimates the MVPF of the same increase for claimants with 12 months of potential duration and the MVPF of a marginal extension of potential benefit duration.
MVPF = 0.1
The net cost is expressed per unit of mechanical transfer: 1 for the higher benefits paid to existing claimants, plus the behavioral cost per unit of that transfer.
The behavioral cost has two channels: additional benefit payments, as more workers separate and claimants stay on benefits longer; and lost tax revenue and extra social assistance, as higher separations and longer spells shrink employment. The paper writes the ratio of behavioral to mechanical cost as
\frac{BC}{MC} = e\,\eta_{\delta,b} + \eta_{D_b,b} – \eta_{D,b}\,u + e\,\frac{\tau}{b}\,\frac{D}{D_b}\left(\eta_{\delta,b} + \eta_{D,b}\right)
where η_δ,b = 1.664 is the elasticity of separations with respect to the benefit level, from the inflow estimate; η_Db,b = 0.222 and η_D,b = 0.250 are the elasticities of benefit duration and unemployment duration; e = 0.92 and u = 0.08 are the shares of the workforce that are employed and unemployed; and D = 9.41 and D_b = 4.54 months are the average durations of unemployment and benefit receipt. The third term is negative: longer spells leave fewer employed workers to separate and start new claims.
The ratio τ/b compares what the government loses when a worker moves into unemployment with the UI premium over social assistance. Here τ is the worker’s tax payments plus the social assistance the government saves while that person works, and b is the UI benefit over and above social assistance. From tax and replacement-rate statistics for an average-wage worker (an average tax rate of 35 percent, and replacement rates of 41 percent with UI and social assistance and 21 percent with social assistance alone), the paper obtains τ/b = 3.72, against 1.31 if social assistance were ignored.
The behavioral cost is 15.30 per unit of mechanical transfer: 13.56 of lost tax revenue and 1.74 of additional benefit payments. Most of it comes from employed workers separating more often rather than from longer unemployment spells. The net cost is therefore 1 + 15.30 = 16.30.
Willingness to pay is the value of the higher benefits to the claimants who receive them. Each unit of benefit is worth one unit to them, plus a consumption-smoothing premium, because extra income is worth more to a benefit recipient than to an employed worker:
WTP = \left(\frac{c_b}{c_e}\right)^{-\gamma}
where c_b and c_e are the consumption of benefit recipients and employed workers, and γ is the coefficient of relative risk aversion. Because consumption drops during unemployment have not been measured in Poland, the paper uses coefficients of 1, 2, and 5 and consumption losses of 10 and 30 percent, treating a 10 percent drop, based on U.S. evidence, as its benchmark. With a coefficient of 2 and a 10 percent loss, willingness to pay is 0.9^(−2) = 1.2346 per unit of mechanical transfer.
Behavioral responses, such as searching less, staying unemployed longer, or leaving a job, are assumed to be privately optimal, with separations occurring only when a job match no longer pays for worker and firm together. By the envelope theorem they carry no willingness to pay, and they affect the MVPF only through the net cost.
Dividing willingness to pay by net cost gives an MVPF of 1.2346 / 16.30 = 0.08. The paper reports MVPFs for every combination of its three risk-aversion coefficients and two consumption losses without designating a headline; this figure uses its model with endogenous separations, a coefficient of 2, and the benchmark 10 percent loss. With a 10 percent loss, the MVPF is 0.07, 0.08, and 0.10 for coefficients of 1, 2, and 5; with a 30 percent loss, it is 0.09, 0.13, and 0.37.
Holding inflows into unemployment fixed, as in Schmieder and von Wachter (2016), the behavioral cost is 2.15 and the MVPF is 0.35, 0.39, and 0.54 with a 10 percent loss, and 0.45, 0.65, and 1.89 with a 30 percent loss. Counting the separations of employed workers multiplies the behavioral cost by about seven.
Even with high risk aversion, the MVPF stays far below one: the increase would be welfare-neutral only if benefit recipients consumed 75 percent less than employed workers with a risk-aversion coefficient of 2, or 43 percent less with a coefficient of 5. The MVPF is lower than for the same increase among claimants with 12 months of potential duration (0.11). The paper concludes that, once employed workers’ separations are counted, raising the benefit level is a far more costly way to make UI more generous than extending its duration, whose MVPF under the same assumptions is 0.27.
Jessen, Jonas, Robin Jessen, Andrew C. Johnston, and Ewa Gałecka-Burdziak (2025). “Moral Hazard among the Employed: Evidence from Regression Discontinuity.” NBER Working Paper 33450. https://doi.org/10.3386/w33450
Schmieder, Johannes F., and Till von Wachter (2016). “The Effects of Unemployment Insurance Benefits: New Evidence and Interpretation.” Annual Review of Economics, 8: 547–581. https://doi.org/10.1146/annurev-economics-080614-115758