Difference-in-means test
| Variable | No D&O insurance purchased | D&O insurance purchased | Difference in means | ||
|---|---|---|---|---|---|
| Observed value | Mean | Observed value | Mean | ||
| Abtone | 18,946 | −0.003 | 2,195 | 0.016 | −0.019*** |
| D_Roa | 18,946 | 0.035 | 2,195 | 0.036 | −0.001 |
| Fee | 18,946 | 0.096 | 2,195 | 0.076 | 0.020*** |
| Size | 18,946 | 22.229 | 2,195 | 23.156 | −0.927*** |
| Lev | 18,946 | 0.463 | 2,195 | 0.523 | −0.061*** |
| Growth | 18,946 | 0.466 | 2,195 | 0.399 | 0.067** |
| Dir | 18,946 | 0.416 | 2,195 | 0.413 | 0.003* |
| Top1 | 18,946 | 0.334 | 2,195 | 0.344 | −0.009*** |
| ROE | 18,946 | 0.045 | 2,195 | 0.043 | 0.002 |
| Loss | 18,946 | 0.127 | 2,195 | 0.138 | −0.011 |
| OCF | 18,946 | 0.046 | 2,195 | 0.049 | −0.003** |
| LR | 18,946 | 2.015 | 2,195 | 1.706 | 0.309*** |
| Dual | 18,946 | 0.228 | 2,195 | 0.164 | 0.064*** |
| BM | 18,946 | 1.031 | 2,195 | 1.657 | −0.625*** |
| Board | 18,946 | 2.128 | 2,195 | 2.149 | −0.020*** |
| Variable | No D&O insurance purchased | D&O insurance purchased | Difference in means | ||
|---|---|---|---|---|---|
| Observed value | Mean | Observed value | Mean | ||
| 18,946 | −0.003 | 2,195 | 0.016 | −0.019*** | |
| 18,946 | 0.035 | 2,195 | 0.036 | −0.001 | |
| 18,946 | 0.096 | 2,195 | 0.076 | 0.020*** | |
| 18,946 | 22.229 | 2,195 | 23.156 | −0.927*** | |
| 18,946 | 0.463 | 2,195 | 0.523 | −0.061*** | |
| 18,946 | 0.466 | 2,195 | 0.399 | 0.067** | |
| 18,946 | 0.416 | 2,195 | 0.413 | 0.003* | |
| 18,946 | 0.334 | 2,195 | 0.344 | −0.009*** | |
| 18,946 | 0.045 | 2,195 | 0.043 | 0.002 | |
| 18,946 | 0.127 | 2,195 | 0.138 | −0.011 | |
| 18,946 | 0.046 | 2,195 | 0.049 | −0.003** | |
| 18,946 | 2.015 | 2,195 | 1.706 | 0.309*** | |
| 18,946 | 0.228 | 2,195 | 0.164 | 0.064*** | |
| 18,946 | 1.031 | 2,195 | 1.657 | −0.625*** | |
| 18,946 | 2.128 | 2,195 | 2.149 | −0.020*** | |
Note(s): ***, **, and * denote statistical significance at the 1%, 5%, and 10% levels, respectively
Source(s): Table by authors
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