Impact estimates of cannabis, cocaine and cannabis–cocaine consumption on unemployment in 2007 and 2013. Propensity score with Gaussian Kernel
| 2007 | 2013 | |||||||
|---|---|---|---|---|---|---|---|---|
| Drug use | Consumer | Counterfactual | Impact | t | Consumer | Counterfactual | Impact | t |
| cannabis | ||||||||
| Unemployment | E[Y(1)|D = 1] (%) | E[Y(0)|D = 1] (%) | (ATT) (pp) | E[Y(1)|D = 1] (%) | E[Y(0)|D = 1] (%) | (ATT) (pp) | ||
| Used in the past year | 13.08 | 9.64 | 3.44 | 4.50* | 34.29 | 25.65 | 8.64 | 8.02* |
| cocaine | ||||||||
| Unemployment | E[Y(1)|D = 1] (%) | E[Y(0)|D = 1] (%) | (ATT) (pp) | t | E[Y(1)|D = 1] (%) | E[Y(0)|D = 1] (%) | (ATT) (pp) | t |
| Used in the past year | 15.39 | 10.63 | 4.76 | 3.34* | 37.33 | 27.61 | 9.73 | 4.54* |
| cannabis and cocaine | ||||||||
| Unemployment | E[Y(1)|D = 1] (%) | E[Y(0)|D = 1] (%) | (ATT) (pp) | t | E[Y(1)|D = 1] (%) | E[Y(0)|D = 1] (%) | (ATT) (pp) | t |
| Used in the past year | 16.09 | 10.46 | 5.63 | 3.55* | 39.55 | 26.65 | 12.90 | 5.27* |
| 2007 | 2013 | |||||||
|---|---|---|---|---|---|---|---|---|
| Drug use | Consumer | Counterfactual | Impact | Consumer | Counterfactual | Impact | ||
| Unemployment | E[Y(1)|D = 1] (%) | E[Y(0)|D = 1] (%) | (ATT) (pp) | E[Y(1)|D = 1] (%) | E[Y(0)|D = 1] (%) | (ATT) (pp) | ||
| 13.08 | 9.64 | 3.44 | 4.50 | 34.29 | 25.65 | 8.64 | 8.02 | |
| Unemployment | E[Y(1)|D = 1] (%) | E[Y(0)|D = 1] (%) | (ATT) (pp) | E[Y(1)|D = 1] (%) | E[Y(0)|D = 1] (%) | (ATT) (pp) | ||
| 15.39 | 10.63 | 4.76 | 3.34 | 37.33 | 27.61 | 9.73 | 4.54* | |
| Unemployment | E[Y(1)|D = 1] (%) | E[Y(0)|D = 1] (%) | (ATT) (pp) | E[Y(1)|D = 1] (%) | E[Y(0)|D = 1] (%) | (ATT) (pp) | ||
| 16.09 | 10.46 | 5.63 | 3.55 | 39.55 | 26.65 | 12.90 | 5.27 | |
Notes:
Control variables: sex, age, education, marital status, people living in the same home, nationality and region of residence.
p < 0.01
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