Logistic regressions explaining non-formal education attendance (abridged)
| Variables | M1 | M2 | M3 | M4 | M5 | M6 | M7 | M8 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| O.R | S.E | O.R | S.E | O.R | S.E | O.R | S.E | O.R | S.E | O.R | S.E | O.R | S.E | O.R | S.E | |
| Automation risk = Medium | 0.78*** | 0.01 | 0.78*** | 0.02 | 0.78*** | 0.02 | 0.77*** | 0.01 | 0.66*** | 0.02 | 0.79*** | 0.02 | 0.73 | 0.14 | 0.77*** | 0.05 |
| Automation risk = High | 0.69*** | 0.03 | 0.65*** | 0.04 | 0.66*** | 0.04 | 0.65*** | 0.03 | 0.58*** | 0.03 | 0.62*** | 0.04 | 0.71 | 0.26 | 0.50*** | 0.09 |
| Spending on LMP on training as percentage of GDP (st) | 1.45** | 0.24 | 1.45** | 0.22 | ||||||||||||
| Automation risk = Medium × LMP spending | 0.97 | 0.03 | ||||||||||||||
| Automation risk = High × LMP spending | 1.06 | 0.06 | ||||||||||||||
| EPL regular contracts | 1.18 | 0.55 | 1.18 | 0.54 | ||||||||||||
| Automation risk = Medium × EPL regular contracts | 1.03 | 0.08 | ||||||||||||||
| Automation risk = High × EPL regular contracts | 0.97 | 0.15 | ||||||||||||||
| EPL temporary contracts | 1.60** | 0.36 | 1.56** | 0.33 | ||||||||||||
| Automation risk = Medium × EPL temporary contracts | 1.00 | 0.03 | ||||||||||||||
| Automation risk = High × EPL temporary contracts | 1.12 | 0.09 | ||||||||||||||
| Country | Yes | Yes | ||||||||||||||
| Automation risk × Country | Yes | |||||||||||||||
| Control variables | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | ||||||||
| Constant | 0.09*** | 0.01 | 0.05*** | 0.02 | 0.04** | 0.05 | 0.02*** | 0.01 | 0.10*** | 0.01 | 0.05*** | 0.02 | 0.04*** | 0.05 | 0.02*** | 0.01 |
| Observations | 1,620,678 | 1,620,678 | 1,620,678 | 1,620,678 | 1,620,678 | 1,620,678 | 1,620,678 | 1,620,678 | ||||||||
| Variables | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| O.R | S.E | O.R | S.E | O.R | S.E | O.R | S.E | O.R | S.E | O.R | S.E | O.R | S.E | O.R | S.E | |
| Automation risk = Medium | 0.78*** | 0.01 | 0.78*** | 0.02 | 0.78*** | 0.02 | 0.77*** | 0.01 | 0.66*** | 0.02 | 0.79*** | 0.02 | 0.73 | 0.14 | 0.77*** | 0.05 |
| Automation risk = High | 0.69*** | 0.03 | 0.65*** | 0.04 | 0.66*** | 0.04 | 0.65*** | 0.03 | 0.58*** | 0.03 | 0.62*** | 0.04 | 0.71 | 0.26 | 0.50*** | 0.09 |
| Spending on LMP on training as percentage of GDP (st) | 1.45** | 0.24 | 1.45** | 0.22 | ||||||||||||
| Automation risk = Medium × LMP spending | 0.97 | 0.03 | ||||||||||||||
| Automation risk = High × LMP spending | 1.06 | 0.06 | ||||||||||||||
| EPL regular contracts | 1.18 | 0.55 | 1.18 | 0.54 | ||||||||||||
| Automation risk = Medium × EPL regular contracts | 1.03 | 0.08 | ||||||||||||||
| Automation risk = High × EPL regular contracts | 0.97 | 0.15 | ||||||||||||||
| EPL temporary contracts | 1.60** | 0.36 | 1.56** | 0.33 | ||||||||||||
| Automation risk = Medium × EPL temporary contracts | 1.00 | 0.03 | ||||||||||||||
| Automation risk = High × EPL temporary contracts | 1.12 | 0.09 | ||||||||||||||
| Country | Yes | Yes | ||||||||||||||
| Automation risk × Country | Yes | |||||||||||||||
| Control variables | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | ||||||||
| Constant | 0.09*** | 0.01 | 0.05*** | 0.02 | 0.04** | 0.05 | 0.02*** | 0.01 | 0.10*** | 0.01 | 0.05*** | 0.02 | 0.04*** | 0.05 | 0.02*** | 0.01 |
| Observations | 1,620,678 | 1,620,678 | 1,620,678 | 1,620,678 | 1,620,678 | 1,620,678 | 1,620,678 | 1,620,678 | ||||||||
Note(s): ***p < 0.001; **p < 0.01; *p < 0.05
Odds ratio's reported. Standard errors clustered by country. Full models in Table A2 in the Appendix
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