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. 2023 Feb 26;82:102346. doi: 10.1016/j.labeco.2023.102346

Table 1.

Robustness checks for the main results. 

Specification checks
No controls Only school Only school School FEs Excluding
or FEs controls FEs + controls apprentices
(1) (2) (3) (4) (5)
Panel A: Vocational programs
Hotel & Restaurant -1.383*** -1.403*** -1.466*** -1.465*** -1.323***
[Avg = 1.332;Obs1-4= 695;Obs5= 590] (0.409) (0.413) (0.405) (0.400) (0.454)
Health & Social Care 0.333 0.214 0.221 0.200 0.279
[Avg = 2.361;Obs1-4= 877;Obs5= 710] (0.411) (0.426) (0.415) (0.420) (0.473)
Child & Recreation -1.512*** -1.566*** -1.656*** -1.714*** -1.971***
[Avg = 3.086;Obs1-4= 800;Obs5= 674] (0.431) (0.450) (0.436) (0.450) (0.508)
Business & Administration -0.949** -1.067** -1.098** -1.076** -1.177**
[Avg = 3.105;Obs1-4= 852;Obs5= 682] (0.435) (0.438) (0.441) (0.440) (0.538)
Handicraft 0.205 0.223 0.117 0.078 0.167
[Avg = 0.884;Obs1-4= 650;Obs5= 517] (0.466) (0.476) (0.475) (0.483) (0.582)
Natural Resource Use 0.349 0.201 0.081 0.075 0.006
[Avg = 1.531;Obs1-4= 450;Obs5= 404] (0.630) (0.661) (0.605) (0.624) (0.670)
Vehicle & Transport 0.017 0.066 -0.099 -0.133 -0.088
[Avg = 2.763;Obs1-4= 866;Obs5= 680] (0.397) (0.403) (0.401) (0.403) (0.494)
Building & Industry -0.358 -0.301 -0.490 -0.490 -0.448
[Avg = 3.737;Obs1-4= 1,516;Obs5= 1,383] (0.473) (0.471) (0.456) (0.457) (0.488)
Panel B: Academic programs
Social Science & Humanities 0.353 0.284 0.362 0.374 N/A
[Avg = 1.254;Obs1-4= 1,933;Obs5= N/A] (0.486) (0.486) (0.494) (0.500)
Business & Economics -0.645 -0.621 -0.651 -0.538 N/A
[Avg = 0.886;Obs1-4= 1,498;Obs5= N/A] (0.609) (0.613) (0.627) (0.630)
Science & Technology 0.311 0.323 0.355 0.438 N/A
[Avg = 0.216;Obs1-4= 1,954;Obs5= N/A] (0.454) (0.456) (0.465) (0.472)
Arts 0.008 -0.063 -0.156 -0.187 N/A
[Avg = 1.451;Obs1-4= 971;Obs5= N/A] (0.539) (0.602) (0.549) (0.556)

Notes: Each row reports the estimate of δ2020 for a particular program and model specification. The results from the main model (Equation 2) are in column 4. In square brackets, we list the average outcome in the baseline year 2019, as well as the number of observations for each regression (Obs1-4 for columns 1 to 4 and Obs5 for column 5). Standard errors are clustered at the school level and shown in parentheses. Significance levels are denoted with stars: *** for p<0.01, ** for p<0.05, and * for p<0.10.