Propensity score matching procedure
| Variable | Sample | Mean | Standard deviations | t-test | ||
|---|---|---|---|---|---|---|
| Treatment group | Control group | t-stat | p-value | |||
| Size | Before matching | 23.16 | 22.23 | 64.50 | 0 | 1.67* |
| After matching | 23.15 | 23.16 | −0.400 | −0.120 | 0.902 | |
| Growth | Before matching | 0.399 | 0.466 | −5 | 0.0330 | 0.78* |
| After matching | 0.395 | 0.399 | −0.300 | −0.120 | 0.901 | |
| Dir | Before matching | 0.413 | 0.416 | −3.800 | 0.100 | 0.88* |
| After matching | 0.413 | 0.412 | 1 | 0.330 | 0.741 | |
| Top1 | Before matching | 0.344 | 0.334 | 6.200 | 0.00500 | 1.050 |
| After matching | 0.344 | 0.347 | −2 | −0.660 | 0.507 | |
| ROE | Before matching | 0.0431 | 0.0450 | −1.100 | 0.621 | 1.25* |
| After matching | 0.0445 | 0.0508 | −3.400 | −1.170 | 0.242 | |
| Loss | Before matching | 0.138 | 0.127 | 3.200 | 0.149 | |
| After matching | 0.136 | 0.137 | −0.300 | −0.0900 | 0.930 | |
| OCF | Before matching | 0.0493 | 0.0461 | 4.500 | 0.0470 | 0.970 |
| After matching | 0.0494 | 0.0479 | 2.200 | 0.740 | 0.462 | |
| LR | Before matching | 1.706 | 2.015 | −19 | 0 | 0.70* |
| After matching | 1.709 | 1.746 | −2.300 | −0.800 | 0.422 | |
| Dual | Before matching | 0.164 | 0.228 | −16.10 | 0 | |
| After matching | 0.164 | 0.159 | 1.300 | 0.450 | 0.652 | |
| BM | Before matching | 1.657 | 1.031 | 44.40 | 0 | 2.42* |
| After matching | 1.645 | 1.685 | −2.800 | −0.790 | 0.431 | |
| Board | Before matching | 2.149 | 2.128 | 9.900 | 0 | 1.030 |
| After matching | 2.149 | 2.153 | −1.700 | −0.550 | 0.583 | |
| Variable | Sample | Mean | Standard deviations | |||
|---|---|---|---|---|---|---|
| Treatment group | Control group | |||||
| Before matching | 23.16 | 22.23 | 64.50 | 0 | 1.67* | |
| After matching | 23.15 | 23.16 | −0.400 | −0.120 | 0.902 | |
| Before matching | 0.399 | 0.466 | −5 | 0.0330 | 0.78* | |
| After matching | 0.395 | 0.399 | −0.300 | −0.120 | 0.901 | |
| Before matching | 0.413 | 0.416 | −3.800 | 0.100 | 0.88* | |
| After matching | 0.413 | 0.412 | 1 | 0.330 | 0.741 | |
| Before matching | 0.344 | 0.334 | 6.200 | 0.00500 | 1.050 | |
| After matching | 0.344 | 0.347 | −2 | −0.660 | 0.507 | |
| Before matching | 0.0431 | 0.0450 | −1.100 | 0.621 | 1.25* | |
| After matching | 0.0445 | 0.0508 | −3.400 | −1.170 | 0.242 | |
| Before matching | 0.138 | 0.127 | 3.200 | 0.149 | ||
| After matching | 0.136 | 0.137 | −0.300 | −0.0900 | 0.930 | |
| Before matching | 0.0493 | 0.0461 | 4.500 | 0.0470 | 0.970 | |
| After matching | 0.0494 | 0.0479 | 2.200 | 0.740 | 0.462 | |
| Before matching | 1.706 | 2.015 | −19 | 0 | 0.70* | |
| After matching | 1.709 | 1.746 | −2.300 | −0.800 | 0.422 | |
| Before matching | 0.164 | 0.228 | −16.10 | 0 | ||
| After matching | 0.164 | 0.159 | 1.300 | 0.450 | 0.652 | |
| Before matching | 1.657 | 1.031 | 44.40 | 0 | 2.42* | |
| After matching | 1.645 | 1.685 | −2.800 | −0.790 | 0.431 | |
| Before matching | 2.149 | 2.128 | 9.900 | 0 | 1.030 | |
| After matching | 2.149 | 2.153 | −1.700 | −0.550 | 0.583 | |
Source(s): Table by authors
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