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Table 5 Firms’ costs and benefits from apprenticeship training (Heckman estimates)

From: The costs of standardized apprenticeship curricula for training firms

 

Gross costs in Swiss Francs

Productive output in Swiss Francs

Net benefit in Swiss Francs

(1)

(2)

(3)

(4)

(5)

(6)

Content not used

2978.0** (1412.6)

3013.9** (1420.1)

\(-\)3705.2*** (1234.2)

\(-\)3675.0*** (1179.2)

\(-\)6693.0*** (1851.4)

\(-\)6700.0*** (1831.1)

Additional skills

827.0 (593.8)

581.3 (588.9)

\(-\)1318.7*** (486.7)

\(-\)1159.9** (489.3)

\(-\)2137.9*** (779.9)

\(-\)1739.9** (773.5)

Constant

27908.4*** (3266.6)

26074.7*** (3301.5)

37398.0*** (3746.0)

38752.1*** (3750.1)

9071.4** (3906.0)

12659.0*** (3800.7)

Rho

\(-\)0.171*** (0.043)

\(-\)0.151*** (0.051)

\(-\)0.067 (0.080)

\(-\)0.053 (0.050)

0.131** (0.058)

0.084 (0.053)

Apprentice-year pattern dummies

Yes

Yes

Yes

Yes

Yes

Yes

Occupation dummies

Yes

Yes

Yes

Yes

Yes

Yes

Firm size dummies

Yes

Yes

Yes

Yes

Yes

Yes

Industry dummies

Yes

Yes

Yes

Yes

Yes

Yes

Greater region dummies

Yes

Yes

Yes

Yes

Yes

Yes

Additional firm characteristics

No

Yes

No

Yes

No

Yes

Apprentice characteristics

No

Yes

No

Yes

No

Yes

Observations

6399

6399

6399

6399

6399

6399

Observations (censored)

2256

2256

2256

2256

2256

2256

Observations (uncensored)

4134

4134

4134

4134

4134

4134

  1. Estimates from outcome equation of Heckman two-step procedure (selection equation estimates in Appendix Table 11. \(^{\star \star \star }\), \(^{\star \star }\), and \(^{\star }\) denote statistical significance at the 1%, 5%, and 10% level, respectively. Standard errors given in parentheses. Results are weighted with sampling weights. Gross costs and productive outputs are firm averages per apprentice and year. A dummy indicating whether a firm reports facing difficulties finding specialists on the labor market is included in the selection equation (p < 0.01 in all models), but excluded from the costs and benefits regressions. Occupation, industry and region dummies as shown in Table 9. Additional firm and apprentice characteristics are listed in Table 1