Descriptive statistics for telecoms industry
Minimum | Maximum | Mean | SD | Variance | ||
---|---|---|---|---|---|---|
ROA | 17 | 0.034 | 0.155 | 0.07047 | 0.028777 | 0.001 |
ROSE | 17 | 0.044 | 0.227 | 0.09906 | 0.044561 | 0.002 |
PM | 17 | 0.071 | 0.197 | 0.12612 | 0.038696 | 0.001 |
CR | 17 | 0.475 | 1.461 | 0.71694 | 0.300431 | 0.090 |
WCR | 17 | −0.255 | 0.044 | −0.14247 | 0.090237 | 0.008 |
TAT | 17 | 0.366 | 0.563 | 0.49141 | 0.044887 | 0.002 |
R/W | 17 | 7.060 | 14.586 | 11.23800 | 2.411187 | 5.814 |
R/FA | 17 | 0.438 | 0.725 | 0.62741 | 0.075328 | 0.006 |
WCT | 17 | −19.003 | 7.642 | −0.50535 | 6.929393 | 48.016 |
DR | 17 | 0.369 | 0.504 | 0.44800 | 0.039541 | 0.002 |
ER | 17 | 0.457 | 0.585 | 0.53306 | 0.038073 | 0.001 |
DER | 17 | 0.738 | 1.123 | 0.90176 | 0.128357 | 0.016 |
TI | 17 | 13.193 | 193.340 | 68.81465 | 58.139654 | 3,380.219 |
EPS | 17 | 0.655 | 2.353 | 1.68376 | 0.602397 | 0.363 |
R/C | 17 | 77.940 | 120.250 | 98.09888 | 14.579564 | 212.564 |
CG | 17 | 0.035 | 1.000 | 0.18359 | 0.234845 | 0.055 |
OC/S | 17 | 0.299 | 0.497 | 0.38606 | 0.063964 | 0.004 |
ETxR | 17 | 0.215 | 0.595 | 0.28076 | 0.085013 | 0.007 |
Valid (listwise) | 17 |
Inter-item correlation matrix for China telecoms Industry
ROA | ROSE | PM | CR | WCR | TAT | R/W | R/FA | WCT | DR | ER | DER | TI | EPS | R/C | CG | OC/S | ETxR | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ROA | 1.000 | 0.992 | 0.840 | 0.454 | 0.653 | −0.135 | 0.670 | −0.358 | 0.054 | −0.338 | 0.244 | −0.443 | −0.658 | −0.488 | −0.228 | 0.836 | 0.835 | 0.138 |
ROSE | 0.992 | 1.000 | 0.824 | 0.416 | 0.606 | −0.085 | 0.632 | −0.324 | 0.064 | −0.322 | 0.261 | −0.437 | −0.650 | −0.435 | −0.199 | 0.798 | 0.812 | 0.209 |
PM | 0.840 | 0.824 | 1.000 | 0.396 | 0.655 | −0.493 | 0.770 | −0.474 | −0.158 | −0.395 | 0.162 | −0.432 | −0.817 | −0.565 | −0.644 | 0.617 | 0.902 | 0.272 |
CR | 0.454 | 0.416 | 0.396 | 1.000 | 0.927 | −0.343 | 0.427 | 0.105 | 0.350 | −0.738 | −0.436 | −0.339 | −0.395 | −0.397 | −0.340 | 0.329 | 0.573 | 0.032 |
WCR | 0.653 | 0.606 | 0.655 | 0.927 | 1.000 | −0.462 | 0.640 | −0.142 | 0.235 | −0.726 | −0.269 | −0.437 | −0.604 | −0.591 | −0.494 | 0.520 | 0.797 | 0.040 |
TAT | −0.135 | −0.085 | −0.493 | −0.343 | −0.462 | 1.000 | −0.262 | 0.632 | 0.281 | 0.219 | 0.305 | 0.042 | 0.413 | 0.589 | 0.555 | −0.229 | −0.528 | −0.068 |
R/W | 0.670 | 0.632 | 0.770 | 0.427 | 0.640 | −0.262 | 1.000 | −0.324 | −0.127 | −0.217 | −0.156 | −0.089 | −0.762 | −0.654 | −0.635 | 0.536 | 0.766 | −0.013 |
R/FA | −0.358 | −0.324 | −0.474 | 0.105 | −0.142 | 0.632 | −0.324 | 1.000 | 0.509 | −0.388 | 0.080 | −0.275 | 0.373 | 0.752 | 0.083 | −0.657 | −0.470 | 0.150 |
WCT | 0.054 | 0.064 | −0.158 | 0.350 | 0.235 | 0.281 | −0.127 | 0.509 | 1.000 | −0.481 | 0.089 | −0.420 | 0.287 | 0.226 | 0.121 | −0.078 | −0.057 | 0.025 |
DR | −0.338 | −0.322 | −0.395 | −0.738 | −0.726 | 0.219 | −0.217 | −0.388 | −0.481 | 1.000 | −0.115 | 0.826 | 0.299 | −0.054 | 0.505 | 0.013 | −0.444 | −0.324 |
ER | 0.244 | 0.261 | 0.162 | −0.436 | −0.269 | 0.305 | −0.156 | 0.080 | 0.089 | −0.115 | 1.000 | −0.640 | 0.107 | 0.459 | 0.069 | 0.072 | −0.033 | 0.234 |
DER | −0.443 | −0.437 | −0.432 | −0.339 | −0.437 | 0.042 | −0.089 | −0.275 | −0.420 | 0.826 | −0.640 | 1.000 | 0.191 | −0.229 | 0.330 | −0.103 | −0.368 | −0.351 |
TI | −0.658 | −0.650 | −0.817 | −0.395 | −0.604 | 0.413 | −0.762 | 0.373 | 0.287 | 0.299 | 0.107 | 0.191 | 1.000 | 0.571 | 0.676 | −0.417 | −0.867 | −0.151 |
EPS | −0.488 | −0.435 | −0.565 | −0.397 | −0.591 | 0.589 | −0.654 | 0.752 | 0.226 | −0.054 | 0.459 | −0.229 | 0.571 | 1.000 | 0.279 | −0.687 | −0.691 | 0.290 |
R/C | −0.228 | −0.199 | −0.644 | −0.340 | −0.494 | 0.555 | −0.635 | 0.083 | 0.121 | 0.505 | 0.069 | 0.330 | 0.676 | 0.279 | 1.000 | 0.077 | −0.581 | −0.293 |
CG | 0.836 | 0.798 | 0.617 | 0.329 | 0.520 | −0.229 | 0.536 | −0.657 | −0.078 | 0.013 | 0.072 | −0.103 | −0.417 | −0.687 | 0.077 | 1.000 | 0.653 | −0.164 |
OC/S | 0.835 | 0.812 | 0.902 | 0.573 | 0.797 | −0.528 | 0.766 | −0.470 | −0.057 | −0.444 | −0.033 | −0.368 | −0.867 | −0.691 | −0.581 | 0.653 | 1.000 | 0.120 |
ETxR | 0.138 | 0.209 | 0.272 | 0.032 | 0.040 | −0.068 | −0.013 | 0.150 | 0.025 | −0.324 | 0.234 | −0.351 | −0.151 | 0.290 | −0.293 | −0.164 | 0.120 | 1.000 |
Total variance explained
Initial eigenvalues | Extraction sums of squared loadings | |||||
---|---|---|---|---|---|---|
Component | Total | % of variance | Cumulative % | Total | % of variance | Cumulative % |
1 | 7.982 | 44.344 | 44.344 | 7.982 | 44.344 | 44.344 |
2 | 3.430 | 19.056 | 63.400 | 3.430 | 19.056 | 63.400 |
3 | 2.217 | 12.315 | 75.715 | 2.217 | 12.315 | 75.715 |
4 | 1.779 | 9.883 | 85.598 | 1.779 | 9.883 | 85.598 |
5 | 0.967 | 5.370 | 90.968 | |||
6 | 0.719 | 3.997 | 94.965 | |||
7 | 0.432 | 2.401 | 97.365 | |||
8 | 0.234 | 1.298 | 98.663 | |||
9 | 0.108 | 0.602 | 99.266 | |||
10 | 0.059 | 0.327 | 99.592 | |||
11 | 0.038 | 0.212 | 99.805 | |||
12 | 0.016 | 0.088 | 99.893 | |||
13 | 0.012 | 0.067 | 99.960 | |||
14 | 0.005 | 0.028 | 99.988 | |||
15 | 0.001 | 0.008 | 99.996 | |||
16 | 0.001 | 0.004 | 100.000 | |||
17 | 1.001E-016 | 5.560E-016 | 100.000 | |||
18 | −1.876E-016 | −1.042E-015 | 100.000 |
Component | ||||
---|---|---|---|---|
1 | 2 | 3 | 4 | |
-score: ROA | 0.091 | 0.428 | 0.216 | |
-score: ROSE | 0.118 | 0.464 | 0.192 | |
-score: PM | 0.011 | 0.199 | −0.240 | |
-score: CR | 0.320 | −0.530 | 0.374 | |
-score: WCR | 0.224 | −0.352 | 0.252 | |
-score: TAT | −0.528 | 0.308 | 0.408 | 0.355 |
-score: R/W | −0.154 | −0.042 | −0.032 | |
-score: R/FA | −0.456 | 0.751 | −0.222 | 0.101 |
-score: WCT | −0.041 | −0.129 | ||
Z-score: DR | −0.488 | −0.786 | 0.310 | 0.014 |
-score: ER | −0.052 | 0.434 | −0.232 | |
-score: DER | −0.391 | −0.809 | −0.227 | 0.103 |
-score: TI | −0.836 | 0.115 | 0.029 | 0.279 |
-score: EPS | −0.705 | 0.188 | −0.200 | |
-score: R/C | −0.594 | −0.159 | 0.366 | |
-score: CG | −0.309 | 0.409 | 0.433 | |
-score: OC/S | −0.026 | 0.023 | −0.039 | |
-score: ETxR | 0.134 | 0.436 | 0.131 | −0.538 |
Ratio name | Notation | Ratio name | Notation |
---|---|---|---|
Return on assets | ROA | Working capital turnover | WCT |
Return on shareholder equity | ROSE | Equity ratio | ER |
Profit margin | PM | Earnings per share | EPS |
Current ratio | CR | Customers revenue | R/C |
Networking capital ratio | WCR | Customer growth | CG |
Revenue per worker wage | R/W | Cash flow indicator | OC/S |
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