| (1) | (2) | (3) | (4) | (5) | (6) |
---|---|---|---|---|---|---|
Sanction amount (in €) | Sanction amount in relation to total benefit claim (in %) | Theoretical benefit cuts based on implemented types of sanction (in %) | ||||
Female | − 16.243*** | − 0.431 | − 3.534*** | − 0.985*** | − 3.694*** | − 0.424*** |
 | (0.598) | (0.318) | (0.099) | (0.056) | (0.117) | (0.051) |
Below 25Â years | 52.061*** | 54.937*** | 9.354*** | 9.838*** | 12.064*** | 12.395*** |
 | (0.751) | (0.399) | (0.124) | (0.070) | (0.147) | (0.064) |
Benefit unit (ref. one-person BU) | ||||||
Single parent | − 6.461*** | − 1.660*** | − 1.716*** | − 0.949*** | − 1.157*** | − 0.111 |
 | (0.875) | (0.464) | (0.145) | (0.081) | (0.171) | (0.075) |
Couple without children | − 1.709 | − 8.977*** | 1.890*** | 0.714*** | 1.718*** | 0.241* |
 | (1.130) | (0.600) | (0.187) | (0.105) | (0.221) | (0.097) |
Couple with child(ren) | − 6.147*** | − 12.791*** | 3.032*** | 1.956*** | 1.298*** | − 0.018 |
 | (0.786) | (0.417) | (0.130) | (0.073) | (0.154) | (0.067) |
Other | − 0.375 | − 7.930*** | 2.539*** | 1.313*** | 2.524*** | 1.013*** |
 | (1.317) | (0.699) | (0.218) | (0.122) | (0.258) | (0.113) |
Occupational degree | − 1.491** | − 1.108*** | − 0.574*** | − 0.505*** | − 0.129 | − 0.156*** |
 | (0.496) | (0.263) | (0.082) | (0.046) | (0.097) | (0.042) |
Year of benefit receipt (ref. 2016) | ||||||
 2017 | − 0.593 | 1.693*** | − 0.296** | 0.068 | − 0.433*** | 0.092 |
 | (0.585) | (0.311) | (0.097) | (0.054) | (0.115) | (0.050) |
 2018 | − 0.784 | 3.195*** | − 0.618*** | 0.020 | − 0.683*** | 0.202*** |
 | (0.590) | (0.313) | (0.098) | (0.055) | (0.116) | (0.051) |
Number of minor noncompliance actions (ref. 0) | ||||||
 1 |  | 16.855*** |  | 2.722*** |  | 3.941*** |
 |  | (0.541) |  | (0.095) |  | (0.087) |
 2 |  | 55.843*** |  | 8.849*** |  | 13.581*** |
 |  | (0.574) |  | (0.100) |  | (0.093) |
 3 |  | 94.929*** |  | 14.966*** |  | 23.254*** |
 |  | (0.659) |  | (0.115) |  | (0.106) |
 4 |  | 132.800*** |  | 20.985*** |  | 32.738*** |
 |  | (0.861) |  | (0.151) |  | (0.139) |
 5 |  | 173.738*** |  | 27.883*** |  | 42.603*** |
 |  | (1.233) |  | (0.216) |  | (0.199) |
 6 |  | 208.580*** |  | 33.446*** |  | 52.558*** |
 |  | (1.975) |  | (0.346) |  | (0.318) |
 First severe infringement |  | 127.578*** |  | 20.229*** |  | 31.305*** |
 |  | (0.479) |  | (0.084) |  | (0.077) |
Number of additional severe infringements (ref. 0) | ||||||
 1 |  | 332.738*** |  | 53.881*** |  | 65.495*** |
 |  | (0.604) |  | (0.106) |  | (0.097) |
 2 |  | 546.758*** |  | 89.544*** |  | 87.212*** |
 |  | (2.214) |  | (0.387) |  | (0.357) |
 3 |  | 536.763*** |  | 91.207*** |  | 88.733*** |
 |  | (5.886) |  | (1.030) |  | (0.949) |
 4 |  | 618.579*** |  | 95.630*** |  | 92.633*** |
 |  | (17.981) |  | (3.146) |  | (2.898) |
 5 |  | 647.277*** |  | 97.565*** |  | 94.881*** |
 |  | (59.624) |  | (10.432) |  | (9.611) |
 6 |  | 603.847*** |  | 97.565*** |  | 94.881*** |
 |  | (59.624) |  | (10.432) |  | (9.611) |
 Constant | 109.768*** | 19.636*** | 17.332*** | 2.920*** | 25.602*** | 5.073*** |
 | (0.567) | (0.608) | (0.094) | (0.106) | (0.111) | (0.098) |
 Observations | 221,769 | 221,769 | 221,769 | 221,769 | 221,769 | 221,769 |
R2 | 0.028 | 0.726 | 0.042 | 0.697 | 0.040 | 0.817 |