Table 1 Benefit disaggregation equations (unemployment benefits) – multinomial logit
From: Using the EU-SILC to model the impact of the economic crisis on inequality
Dependent variable category | Unemployment means-tested assistance receipt | Back-to work allowance receipt | Pre-retirement allowance receipt |
|---|---|---|---|
Male | 0.898*** | 0.088 | −0.904 |
Aged 55+ | −0.447 | −0.875 | 3.816 |
Lose job in last year | −0.177 | −0.339 | 0.336 |
Value of social welfare benefits | 0.835*** | 2.355*** | 0.89 |
Employment earnings | −2.432*** | −0.918 | −22.142** |
Employee | 0.37 | 5.851*** | −36.643 |
Farmer | 1.717** | 0.988 | 0.398 |
Self-employed | 2.586* | 8.598*** | −42.89 |
Unemployed | 0.355 | −36.824 | −1.375 |
Spouse in-work | 0.23 | −1.263* | 0.497 |
Inactive | 0.135 | −36.009 | 0.888 |
Retired | −44.891 | −40.393 | 7.074*** |
Age | 0.042 | 0.088 | −0.213 |
Age squared | −0.001 | −0.001 | 0.003 |
Married | −0.274 | −0.25 | 0.842 |
Widowed | 37.636 | 38.453 | −1.628 |
Separated or divorced | −0.455 | 1.105 | 1.524 |
Number of children aged 0-11 | 0.074 | 0.646** | −2.045 |
Number of children aged 12-15 | 0.238 | 1.017** | 0.992 |
Constant | −1.146* | −8.792*** | −0.751 |
Pseudo R squared | 0.5023 |