Descriptive statistics of study variables (n = 1,097)
| Variable | Mean | Std.Dev | Min | 1% | 25% | 50% | 75% | 99% | Max |
|---|---|---|---|---|---|---|---|---|---|
| Dependents | |||||||||
| IE5 | −0.360 | 0.133 | −0.736 | −0.533 | −0.447 | −0.410 | −0.324 | −0.035 | −0.035 |
| IE10 | −0.551 | 0.114 | −0.933 | −0.736 | −0.627 | −0.586 | −0.504 | −0.291 | −0.124 |
| Independents | |||||||||
| Fog | 21.665 | 3.021 | 13.731 | 14.521 | 19.850 | 22.066 | 23.705 | 26.599 | 26.599 |
| FK | 22.706 | 5.516 | 10.369 | 11.829 | 18.343 | 23.259 | 26.388 | 31.785 | 31.785 |
| SMOG | 18.135 | 2.131 | 12.883 | 13.361 | 16.691 | 18.379 | 19.593 | 21.665 | 21.665 |
| Controls | |||||||||
| B_SIZE | 5.006 | 0.215 | 4 | 4 | 5 | 5 | 5 | 5.510 | 7 |
| B_IND | 0.694 | 0.196 | 0 | 0.200 | 0.600 | 0.600 | 0.800 | 1 | 1 |
| InstOwn | 0.596 | 0.311 | 0 | 0 | 0.400 | 0.689 | 0.852 | 0.981 | 0.995 |
| AudType | 0.789 | 0.408 | 0 | 0 | 1 | 1 | 1 | 1 | 1 |
| LnFee | 6.910 | 0.783 | 4.788 | 5.224 | 6.397 | 6.894 | 7.368 | 8.829 | 9.349 |
| AudChange | 0.243 | 0.429 | 0 | 0 | 0 | 0 | 0 | 1 | 1 |
| AudTenure | 2.695 | 1.782 | 1 | 1 | 1 | 2 | 4 | 8.51 | 9 |
| AudOpin | 0.429 | 0.495 | 0 | 0 | 0 | 0 | 1 | 1 | 1 |
| ARL | 75.155 | 26.934 | 20 | 28.490 | 50 | 74 | 101 | 122.510 | 151 |
| Accruals | 0.027 | 0.134 | −0.615 | −0.301 | −0.051 | 0.018 | 0.092 | 0.528 | 0.528 |
| Size | 6.211 | 0.568 | 4.900 | 5.068 | 5.841 | 6.167 | 6.525 | 7.844 | 8.768 |
| AssetGrowth | 0.229 | 0.355 | −0.428 | −0.236 | 0.022 | 0.132 | 0.304 | 1.648 | 1.648 |
| InvRec | 0.515 | 0.192 | 0.101 | 0.103 | 0.380 | 0.509 | 0.661 | 0.926 | 0.928 |
| ∆Lev | 0.006 | 0.151 | −0.741 | −0.407 | −0.064 | −0.001 | 0.059 | 0.540 | 0.540 |
| ROA | 0.115 | 0.152 | −0.566 | −0.264 | 0.031 | 0.103 | 0.180 | 0.629 | 0.631 |
| Loss | 0.126 | 0.332 | 0 | 0 | 0 | 0 | 0 | 1 | 1 |
| Segment | 0.400 | 0.672 | 0 | 0 | 0 | 0 | 0.693 | 2.197 | 3.663 |
| ALTZ | 1.742 | 1.194 | −1.990 | −1.657 | 1.058 | 1.692 | 2.449 | 4.928 | 4.982 |
| LnAge | 3.575 | 0.403 | 2.303 | 2.601 | 3.332 | 3.664 | 3.912 | 4.143 | 4.205 |
| Aturn | 0.939 | 0.575 | 0.102 | 0.217 | 0.587 | 0.811 | 1.116 | 3.420 | 3.816 |
| FogFS | 18.430 | 3.524 | 10.069 | 10.312 | 15.831 | 18.287 | 21.031 | 23.918 | 23.918 |
| FC | 3.169 | 0.361 | 2.303 | 2.303 | 2.890 | 3.136 | 3.401 | 4.094 | 4.466 |
| Variable | Mean | Std.Dev | Min | 1% | 25% | 50% | 75% | 99% | Max |
|---|---|---|---|---|---|---|---|---|---|
| −0.360 | 0.133 | −0.736 | −0.533 | −0.447 | −0.410 | −0.324 | −0.035 | −0.035 | |
| −0.551 | 0.114 | −0.933 | −0.736 | −0.627 | −0.586 | −0.504 | −0.291 | −0.124 | |
| 21.665 | 3.021 | 13.731 | 14.521 | 19.850 | 22.066 | 23.705 | 26.599 | 26.599 | |
| 22.706 | 5.516 | 10.369 | 11.829 | 18.343 | 23.259 | 26.388 | 31.785 | 31.785 | |
| 18.135 | 2.131 | 12.883 | 13.361 | 16.691 | 18.379 | 19.593 | 21.665 | 21.665 | |
| 5.006 | 0.215 | 4 | 4 | 5 | 5 | 5 | 5.510 | 7 | |
| 0.694 | 0.196 | 0 | 0.200 | 0.600 | 0.600 | 0.800 | 1 | 1 | |
| 0.596 | 0.311 | 0 | 0 | 0.400 | 0.689 | 0.852 | 0.981 | 0.995 | |
| 0.789 | 0.408 | 0 | 0 | 1 | 1 | 1 | 1 | 1 | |
| 6.910 | 0.783 | 4.788 | 5.224 | 6.397 | 6.894 | 7.368 | 8.829 | 9.349 | |
| 0.243 | 0.429 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | |
| 2.695 | 1.782 | 1 | 1 | 1 | 2 | 4 | 8.51 | 9 | |
| 0.429 | 0.495 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | |
| 75.155 | 26.934 | 20 | 28.490 | 50 | 74 | 101 | 122.510 | 151 | |
| 0.027 | 0.134 | −0.615 | −0.301 | −0.051 | 0.018 | 0.092 | 0.528 | 0.528 | |
| 6.211 | 0.568 | 4.900 | 5.068 | 5.841 | 6.167 | 6.525 | 7.844 | 8.768 | |
| 0.229 | 0.355 | −0.428 | −0.236 | 0.022 | 0.132 | 0.304 | 1.648 | 1.648 | |
| 0.515 | 0.192 | 0.101 | 0.103 | 0.380 | 0.509 | 0.661 | 0.926 | 0.928 | |
| 0.006 | 0.151 | −0.741 | −0.407 | −0.064 | −0.001 | 0.059 | 0.540 | 0.540 | |
| 0.115 | 0.152 | −0.566 | −0.264 | 0.031 | 0.103 | 0.180 | 0.629 | 0.631 | |
| 0.126 | 0.332 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | |
| 0.400 | 0.672 | 0 | 0 | 0 | 0 | 0.693 | 2.197 | 3.663 | |
| 1.742 | 1.194 | −1.990 | −1.657 | 1.058 | 1.692 | 2.449 | 4.928 | 4.982 | |
| 3.575 | 0.403 | 2.303 | 2.601 | 3.332 | 3.664 | 3.912 | 4.143 | 4.205 | |
| 0.939 | 0.575 | 0.102 | 0.217 | 0.587 | 0.811 | 1.116 | 3.420 | 3.816 | |
| 18.430 | 3.524 | 10.069 | 10.312 | 15.831 | 18.287 | 21.031 | 23.918 | 23.918 | |
| 3.169 | 0.361 | 2.303 | 2.303 | 2.890 | 3.136 | 3.401 | 4.094 | 4.466 | |
Note(s): This table presents descriptive statistics for all variables used in the study. Refer to the Appendix for variable definitions
Source(s): Authors’ own work
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