Robustness checks
| Certification event study | ||||||
|---|---|---|---|---|---|---|
| Period | AP median | AP mean | Normality | Skewness | p-value (WSR) | p-value (sign test) |
| Workforce score (decertified firms – Group 2) | ||||||
| t − 2 to t − 1 | −0.48 | −0.92 | No | 0.426 | 0.524 | |
| t − 1 to t | 1.34 | 2.14 | No | 0.151 | 0.233 | |
| t − 1 to t + 1 | 3.40 | 5.03 | No | X | 0.033* | 0.028* |
| t − 1 to t + 2 | 5.25 | 6.87 | No | X | 0.012* | 0.017* |
| t − 1 to t + 3 | 6.11 | 7.95 | No | 0.003** | 0.010* | |
| t − 1 to t + 4 | 6.62 | 8.43 | No | 0.002** | 0.003** | |
| t − 1 to t + 5 | 7.04 | 8.80 | No | 0.002** | 0.002** | |
| Workforce score (certified firms – Group 1) | ||||||
| t − 2 to t − 1 | −0.21 | −1.45 | No | X | 0.541 | 0.647 |
| t − 1 to t | 2.47 | 3.52 | No | X | 0.089 | 0.158 |
| t − 1 to t + 1 | 4.36 | 6.24 | No | 0.016* | 0.023* | |
| t − 1 to t + 2 | 5.68 | 7.33 | No | X | 0.007** | 0.009** |
| t − 1 to t + 3 | 7.20 | 8.49 | No | 0.001** | 0.003** | |
| t − 1 to t + 4 | 8.85 | 9.90 | No | 0.000*** | 0.001** | |
| t − 1 to t + 5 | 10.18 | 11.32 | No | X | 0.000*** | 0.000*** |
| Certification event study | ||||||
|---|---|---|---|---|---|---|
| Period | AP median | AP mean | Normality | Skewness | ||
| −0.48 | −0.92 | No | 0.426 | 0.524 | ||
| 1.34 | 2.14 | No | 0.151 | 0.233 | ||
| 3.40 | 5.03 | No | X | 0.033* | 0.028* | |
| 5.25 | 6.87 | No | X | 0.012* | 0.017* | |
| 6.11 | 7.95 | No | 0.003** | 0.010* | ||
| 6.62 | 8.43 | No | 0.002** | 0.003** | ||
| 7.04 | 8.80 | No | 0.002** | 0.002** | ||
| −0.21 | −1.45 | No | X | 0.541 | 0.647 | |
| 2.47 | 3.52 | No | X | 0.089 | 0.158 | |
| 4.36 | 6.24 | No | 0.016* | 0.023* | ||
| 5.68 | 7.33 | No | X | 0.007** | 0.009** | |
| 7.20 | 8.49 | No | 0.001** | 0.003** | ||
| 8.85 | 9.90 | No | 0.000*** | 0.001** | ||
| 10.18 | 11.32 | No | X | 0.000*** | 0.000*** | |
| Decertification event study | ||||||
|---|---|---|---|---|---|---|
| Period | AP median | AP mean | Normality | Skewness | p-value (WSR) | p-value (sign test) |
| Workforce score (decertified firms – Group 2) | ||||||
| t − 2 to t − 1 | 1.24 | 1.53 | No | 0.188 | 0.265 | |
| t − 1 to t | 0.19 | −0.36 | No | 0.714 | 0.798 | |
| t − 1 to t + 1 | −2.67 | −3.71 | No | 0.062 | 0.079 | |
| t − 1 to t + 2 | −5.45 | −6.68 | No | 0.008** | 0.011* | |
| Decertification event study | ||||||
|---|---|---|---|---|---|---|
| Period | AP median | AP mean | Normality | Skewness | ||
| 1.24 | 1.53 | No | 0.188 | 0.265 | ||
| 0.19 | −0.36 | No | 0.714 | 0.798 | ||
| −2.67 | −3.71 | No | 0.062 | 0.079 | ||
| −5.45 | −6.68 | No | 0.008** | 0.011* | ||
Note(s): *, ** and *** Significant at 5, 1 and 0.1% levels, respectively (Benjamini-Hochberg's (1995) false discovery rate correction)
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