Robustness checks: sensitivity of the results to alternative specifications and estimators
| Variables | (1) | (2) | (3) | (4) | (5) |
|---|---|---|---|---|---|
| School to work transition | School to work transition | School to work transition | School to work transition | School to work transition | |
| With province FE | Controlling for regional macro-economic conditions | Controlling for regional macro-economic conditions | With an assignment rule based on birth cohorts | Callaway and Sant’Anna (2021) estimator | |
| Reform | −0.474*** (0.127) | −0.470*** (0.130) | −0.292** (0.124) | −0.490** (0.197) | |
| Reform*Public schools | −0.419*** (0.135) | ||||
| Reform*Quasi-markets | −0.629*** (0.167) | ||||
| (1 Lag) Youth unemployment rate | – | 0.0269*** (0.00885) | 0.0275*** (0.00884) | ||
| Constant | 1.770*** (0.330) | 1.086*** (0.335) | 1.279*** (0.338) | 2.390*** (0.195) | |
| Observations | 8,858 | 8,858 | 8,858 | 8,985 | 8,985 |
| R-squared | 0.180 | 0.138 | 0.141 | 0.143 | – |
| Graduation year FE | Yes | Yes | Yes | Yes | Yes |
| Region FE | No | Yes | Yes | Yes | Yes |
| Year of birth FE | Yes | Yes | Yes | Yes | Yes |
| Province FE | Yes | No | No | No | No |
| Individuals characteristics | Yes | Yes | Yes | Yes | Yes |
| Variables | (1) | (2) | (3) | (4) | (5) |
|---|---|---|---|---|---|
| School to work transition | School to work transition | School to work transition | School to work transition | School to work transition | |
| With province FE | Controlling for regional macro-economic conditions | Controlling for regional macro-economic conditions | With an assignment rule based on birth cohorts | ||
| Reform | −0.474*** (0.127) | −0.470*** (0.130) | −0.292** (0.124) | −0.490** (0.197) | |
| Reform*Public schools | −0.419*** (0.135) | ||||
| Reform*Quasi-markets | −0.629*** (0.167) | ||||
| (1 Lag) Youth unemployment rate | – | 0.0269*** (0.00885) | 0.0275*** (0.00884) | ||
| Constant | 1.770*** (0.330) | 1.086*** (0.335) | 1.279*** (0.338) | 2.390*** (0.195) | |
| Observations | 8,858 | 8,858 | 8,858 | 8,985 | 8,985 |
| 0.180 | 0.138 | 0.141 | 0.143 | – | |
| Graduation year FE | Yes | Yes | Yes | Yes | Yes |
| Region FE | No | Yes | Yes | Yes | Yes |
| Year of birth FE | Yes | Yes | Yes | Yes | Yes |
| Province FE | Yes | No | No | No | No |
| Individuals characteristics | Yes | Yes | Yes | Yes | Yes |
Note(s): The dependent variable is school to work transition, defined as the difference between the year the first job started and graduation year. The reform is a dummy equal to 1 for those individuals that graduated after the introduction of the reform (see Table 1). Each regression includes a female dummy, a migrant dummy, and field of study dummies. Robust standard errors in parentheses. ***p < 0.01; **p < 0.05; *p < 0.1
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