Sample and descriptive statistics
| Panel A: sample selection | |
|---|---|
| Step | N |
| Step 1: initial sample from Compustat with valid controls | 126,974 |
| Step 2: construct hedging variables, EQ3 and EQ4 | 63,049 |
| Step 3: construct EQ1 | 55,050 |
| Step 4: construct EQ2 | 41,430 |
| Panel A: sample selection | |
|---|---|
| Step | |
| Step 1: initial sample from Compustat with valid controls | 126,974 |
| Step 2: construct hedging variables, EQ3 and EQ4 | 63,049 |
| Step 3: construct EQ1 | 55,050 |
| Step 4: construct EQ2 | 41,430 |
| Panel B: descriptive statistics | ||||||||
|---|---|---|---|---|---|---|---|---|
| Variables | N | mean | p50 | sd | min | p25 | p75 | max |
| hedge | 63,049 | 0.17 | 0.10 | 0.20 | 0.00 | 0.04 | 0.22 | 1.00 |
| EQ1 | 55,050 | 0.05 | 0.03 | 0.06 | 0.00 | 0.01 | 0.06 | 0.34 |
| EQ2 | 41,430 | 0.06 | 0.04 | 0.05 | 0.01 | 0.02 | 0.07 | 0.29 |
| EQ3 | 63,049 | 0.08 | 0.05 | 0.09 | 0.00 | 0.02 | 0.09 | 0.60 |
| EQ4 | 63,049 | 0.06 | 0.03 | 0.09 | 0.00 | 0.01 | 0.07 | 0.56 |
| logasset | 63,049 | 5.87 | 5.78 | 2.01 | 1.55 | 4.42 | 7.26 | 10.69 |
| booklev | 63,049 | 0.21 | 0.17 | 0.21 | 0.00 | 0.01 | 0.33 | 0.99 |
| Cash | 63,049 | 0.21 | 0.11 | 0.24 | 0.00 | 0.03 | 0.31 | 0.94 |
| MB | 63,049 | 2.19 | 1.57 | 1.86 | 0.59 | 1.16 | 2.42 | 12.19 |
| profit | 63,049 | 0.06 | 0.11 | 0.22 | −1.11 | 0.04 | 0.17 | 0.40 |
| tangib | 63,049 | 0.27 | 0.19 | 0.24 | 0.00 | 0.08 | 0.39 | 0.90 |
| RDdummy | 63,049 | 0.37 | 0.00 | 0.48 | 0.00 | 0.00 | 1.00 | 1.00 |
| RDintens | 63,049 | 0.06 | 0.00 | 0.12 | 0.00 | 0.00 | 0.07 | 0.71 |
| Panel B: descriptive statistics | ||||||||
|---|---|---|---|---|---|---|---|---|
| Variables | mean | p50 | sd | min | p25 | p75 | max | |
| 63,049 | 0.17 | 0.10 | 0.20 | 0.00 | 0.04 | 0.22 | 1.00 | |
| 55,050 | 0.05 | 0.03 | 0.06 | 0.00 | 0.01 | 0.06 | 0.34 | |
| 41,430 | 0.06 | 0.04 | 0.05 | 0.01 | 0.02 | 0.07 | 0.29 | |
| 63,049 | 0.08 | 0.05 | 0.09 | 0.00 | 0.02 | 0.09 | 0.60 | |
| 63,049 | 0.06 | 0.03 | 0.09 | 0.00 | 0.01 | 0.07 | 0.56 | |
| 63,049 | 5.87 | 5.78 | 2.01 | 1.55 | 4.42 | 7.26 | 10.69 | |
| 63,049 | 0.21 | 0.17 | 0.21 | 0.00 | 0.01 | 0.33 | 0.99 | |
| 63,049 | 0.21 | 0.11 | 0.24 | 0.00 | 0.03 | 0.31 | 0.94 | |
| 63,049 | 2.19 | 1.57 | 1.86 | 0.59 | 1.16 | 2.42 | 12.19 | |
| 63,049 | 0.06 | 0.11 | 0.22 | −1.11 | 0.04 | 0.17 | 0.40 | |
| 63,049 | 0.27 | 0.19 | 0.24 | 0.00 | 0.08 | 0.39 | 0.90 | |
| 63,049 | 0.37 | 0.00 | 0.48 | 0.00 | 0.00 | 1.00 | 1.00 | |
| 63,049 | 0.06 | 0.00 | 0.12 | 0.00 | 0.00 | 0.07 | 0.71 | |
| Panel C: correlation coefficients | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| hedge | EQ1 | EQ2 | EQ3 | EQ4 | logasset | booklev | cash | MB | profit | tangib | RDdummy | RDintens | |
| hedge | 1 | ||||||||||||
| EQ1 | −0.122 | 1 | |||||||||||
| EQ2 | −0.173 | 0.393 | 1 | ||||||||||
| EQ3 | −0.097 | 0.613 | 0.335 | 1 | |||||||||
| EQ4 | −0.109 | 0.689 | 0.377 | 0.880 | 1 | ||||||||
| logasset | 0.487 | −0.330 | −0.449 | −0.255 | −0.285 | 1 | |||||||
| booklev | 0.224 | −0.054 | −0.099 | −0.037 | −0.071 | 0.272 | 1 | ||||||
| cash | −0.210 | 0.154 | 0.284 | 0.142 | 0.176 | −0.359 | −0.401 | 1 | |||||
| MB | −0.088 | 0.217 | 0.238 | 0.226 | 0.254 | −0.214 | −0.139 | 0.417 | 1 | ||||
| profit | 0.142 | −0.277 | −0.349 | −0.190 | −0.209 | 0.386 | 0.039 | −0.465 | −0.261 | 1 | |||
| tangib | 0.119 | −0.210 | −0.313 | −0.133 | −0.199 | 0.255 | 0.347 | −0.461 | −0.212 | 0.204 | 1 | ||
| RDdummy | 0.024 | −0.098 | −0.149 | −0.053 | −0.071 | 0.150 | 0.241 | −0.321 | −0.186 | 0.176 | 0.374 | 1 | |
| RDintens | −0.127 | 0.237 | 0.319 | 0.136 | 0.155 | −0.350 | −0.169 | 0.565 | 0.389 | −0.674 | −0.310 | −0.390 | 1 |
| Panel C: correlation coefficients | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | |||||||||||||
| −0.122 | 1 | ||||||||||||
| −0.173 | 0.393 | 1 | |||||||||||
| −0.097 | 0.613 | 0.335 | 1 | ||||||||||
| −0.109 | 0.689 | 0.377 | 0.880 | 1 | |||||||||
| 0.487 | −0.330 | −0.449 | −0.255 | −0.285 | 1 | ||||||||
| 0.224 | −0.054 | −0.099 | −0.037 | −0.071 | 0.272 | 1 | |||||||
| −0.210 | 0.154 | 0.284 | 0.142 | 0.176 | −0.359 | −0.401 | 1 | ||||||
| −0.088 | 0.217 | 0.238 | 0.226 | 0.254 | −0.214 | −0.139 | 0.417 | 1 | |||||
| 0.142 | −0.277 | −0.349 | −0.190 | −0.209 | 0.386 | 0.039 | −0.465 | −0.261 | 1 | ||||
| 0.119 | −0.210 | −0.313 | −0.133 | −0.199 | 0.255 | 0.347 | −0.461 | −0.212 | 0.204 | 1 | |||
| 0.024 | −0.098 | −0.149 | −0.053 | −0.071 | 0.150 | 0.241 | −0.321 | −0.186 | 0.176 | 0.374 | 1 | ||
| −0.127 | 0.237 | 0.319 | 0.136 | 0.155 | −0.350 | −0.169 | 0.565 | 0.389 | −0.674 | −0.310 | −0.390 | 1 | |
Note(s): Panel A lists the sample selection process used to construct the dataset for this study. Panel B reports the descriptive statistics of the sample firms. Panel C reports the Pearson’s correlation coefficients of the main variables
Source(s): The authors
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