Matched sample results test
| Variables | Sample | Mean | t-test | ||
|---|---|---|---|---|---|
| Observed sample | Matched sample | t | p > t | ||
| Grow | Before matching | 0.784 | 0.982 | −9.33 | 0.000 |
| After matching | 0.784 | 0.776 | 0.31 | 0.760 | |
| Roe | Before matching | 0.098 | 0.055 | 12.96 | 0.000 |
| After matching | 0.098 | 0.094 | 1.27 | 0.206 | |
| Exe_own | Before matching | 0.148 | 0.075 | 17.72 | 0.000 |
| After matching | 0.148 | 0.153 | −0.75 | 0.454 | |
| Tech | Before matching | 0.513 | 0.358 | 13.53 | 0.000 |
| After matching | 0.513 | 0.525 | −0.75 | 0.450 | |
| Dual | Before matching | 0.335 | 0.207 | 13.18 | 0.000 |
| After matching | 0.335 | 0.339 | −0.26 | 0.797 | |
| State | Before matching | 0.205 | 0.531 | −28.20 | 0.000 |
| After matching | 0.205 | 0.199 | 0.49 | 0.627 | |
| Leverage | Before matching | 0.410 | 0.458 | −9.74 | 0.000 |
| After matching | 0.410 | 0.406 | 0.50 | 0.617 | |
| Size | Before matching | 21.867 | 21.777 | 2.68 | 0.007 |
| After matching | 21.867 | 21.841 | 0.34 | 0.734 | |
| Hhl5 | Before matching | 0.166 | 0.177 | −4.04 | 0.000 |
| After matching | 0.166 | 0.165 | 0.25 | 0.826 | |
| Patent_growth | Before matching | 0.513 | 0.359 | 13.53 | 0.000 |
| After matching | 0.513 | 0.525 | −0.75 | 0.453 | |
| Variables | Sample | Mean | |||
|---|---|---|---|---|---|
| Observed sample | Matched sample | ||||
| Before matching | 0.784 | 0.982 | −9.33 | 0.000 | |
| After matching | 0.784 | 0.776 | 0.31 | 0.760 | |
| Before matching | 0.098 | 0.055 | 12.96 | 0.000 | |
| After matching | 0.098 | 0.094 | 1.27 | 0.206 | |
| Before matching | 0.148 | 0.075 | 17.72 | 0.000 | |
| After matching | 0.148 | 0.153 | −0.75 | 0.454 | |
| Before matching | 0.513 | 0.358 | 13.53 | 0.000 | |
| After matching | 0.513 | 0.525 | −0.75 | 0.450 | |
| Before matching | 0.335 | 0.207 | 13.18 | 0.000 | |
| After matching | 0.335 | 0.339 | −0.26 | 0.797 | |
| Before matching | 0.205 | 0.531 | −28.20 | 0.000 | |
| After matching | 0.205 | 0.199 | 0.49 | 0.627 | |
| Before matching | 0.410 | 0.458 | −9.74 | 0.000 | |
| After matching | 0.410 | 0.406 | 0.50 | 0.617 | |
| Before matching | 21.867 | 21.777 | 2.68 | 0.007 | |
| After matching | 21.867 | 21.841 | 0.34 | 0.734 | |
| Before matching | 0.166 | 0.177 | −4.04 | 0.000 | |
| After matching | 0.166 | 0.165 | 0.25 | 0.826 | |
| Before matching | 0.513 | 0.359 | 13.53 | 0.000 | |
| After matching | 0.513 | 0.525 | −0.75 | 0.453 | |
Notes:
“Before matching” refers to the sample before the propensity score matching is used and “after matching” refers to the sample after the nearest neighbour matching is used. “Observed sample” and “matched sample” refer to companies that have implemented and have not implemented stock options, respectively
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