Baseline model – Results
| Probit | IPW | IVH | Probit | IPW | IVH | ||
|---|---|---|---|---|---|---|---|
| (1) | (2) | (3) | (4) | (5) | (6) | ||
| (ln) No. Training programs | t−1 | 0.0660* | −0.0021 | 0.0114*** | |||
| (0.037) | (0.008) | (0.004) | |||||
| t−2 | 0.1093*** | 0.0145* | 0.0193*** | ||||
| (0.036) | (0.008) | (0.004) | |||||
| t−3 | 0.1140*** | 0.0213** | 0.0179*** | ||||
| (0.036) | (0.009) | (0.004) | |||||
| (ln) Training hours (p. c.) | t−1 | −0.0577 | −0.0120*** | 0.0010 | |||
| (0.050) | (0.004) | (0.004) | |||||
| t−2 | 0.0325 | −0.0016 | 0.0068 | ||||
| (0.044) | (0.006) | (0.004) | |||||
| t−3 | −0.0052 | 0.0035 | −0.0036 | ||||
| (0.043) | (0.007) | (0.005) | |||||
| Other controls | yes | yes | yes | yes | yes | yes | |
| R-squared | 0.029 | 0.054 | 0.028 | 0.052 | |||
| Observations | 68,021 | 67,859 | 70,695 | 68,021 | 67,859 | 70,695 | |
| Probit | IPW | IVH | Probit | IPW | IVH | ||
|---|---|---|---|---|---|---|---|
| (1) | (2) | (3) | (4) | (5) | (6) | ||
| (ln) No. Training programs | 0.0660* | −0.0021 | 0.0114*** | ||||
| (0.037) | (0.008) | (0.004) | |||||
| 0.1093*** | 0.0145* | 0.0193*** | |||||
| (0.036) | (0.008) | (0.004) | |||||
| 0.1140*** | 0.0213** | 0.0179*** | |||||
| (0.036) | (0.009) | (0.004) | |||||
| (ln) Training hours (p. c.) | −0.0577 | −0.0120*** | 0.0010 | ||||
| (0.050) | (0.004) | (0.004) | |||||
| 0.0325 | −0.0016 | 0.0068 | |||||
| (0.044) | (0.006) | (0.004) | |||||
| −0.0052 | 0.0035 | −0.0036 | |||||
| (0.043) | (0.007) | (0.005) | |||||
| Other controls | yes | yes | yes | yes | yes | yes | |
| 0.029 | 0.054 | 0.028 | 0.052 | ||||
| Observations | 68,021 | 67,859 | 70,695 | 68,021 | 67,859 | 70,695 | |
Note(s): Robust standard errors in parentheses clustered at the firm level. Other controls include (lagged from t−1 to t−3, and in natural logarithm): Value Added, Firm's age, Tot. Intangible assets, Total liabilities, Unit labour cost, Employees, TFP. Extended tables are reported in the Appendix. Sectoral fixed effects (NACE 2-digit) and year are always included. Lewbel IV (columns 3 and 6) includes an exogenous instrumental variable (see Section 4.2). Significance levels: *p < 0.1; **p < 0.05; ***p < 0.01