Ordered logistic regression for survival-oriented company goals
| Variables | Model 1 (y1) | Model 2 (y2) | Model 3 (y3) | Model 4 (y4) | Model 5 (y5) | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Z | Z | Z | Z | Z | |||||||
| x1 | −0.002 | −0.03 | 0.023 | 0.28 | −0.010 | −0.09 | −0.058 | −0.69 | −0.076 | −0.97 | |
| x2 | 0.025 | 0.36 | 0.074 | 0.97 | 0.029 | 0.27 | 0.024 | 0.32 | 0.042 | 0.59 | |
| x3 | −0.106 | −1.05 | −0.238** | −2.34 | −0.033 | −0.21 | −0.104 | −0.95 | −0.073 | −0.74 | |
| x4 | 0.067 | 0.92 | 0.129* | 1.66 | 0.069 | 0.64 | 0.121 | 1.58 | 0.095 | 1.33 | |
| x5 | 0.051 | 0.76 | 0.002 | 0.04 | 0.191** | 1.99 | 0.032 | 0.47 | 0.024 | 0.38 | |
| x6 | 0.161** | 2.39 | 0.006 | 0.09 | −0.048 | −0.51 | 0.059 | 0.85 | −0.049 | −0.78 | |
| x7 | 0.416 | 0.87 | 0.912* | 1.89 | 0.576 | 0.84 | 0.121 | 0.24 | −0.677 | −1.37 | |
| x8 | 0.336 | 1.56 | 0.008 | 0.04 | 0.024 | 0.08 | 0.317 | 1.43 | 0.157 | 0.78 | |
| x9 | −0.904* | −1.67 | −0.845 | −1.56 | 1.038 | 0.94 | −1.267** | −2.14 | −0.247 | −0.47 | |
| x10 | 0.587 | 0.98 | 0.010 | 0.02 | 0.066 | 0.08 | −0.259 | −0.46 | 1.148* | 1.85 | |
| /cut1 | −0.586 | −2.215 | −2.665 | −2.157 | −2.392 | ||||||
| /cut2 | −0.022 | −1.485 | −2.372 | −1.602 | −1.789 | ||||||
| /cut3 | 0.272 | −0.968 | −1.953 | −1.140 | −1.419 | ||||||
| /cut4 | 0.919 | −0.255 | −1.309 | −0.628 | −1.045 | ||||||
| /cut5 | 1.545 | 0.547 | −0.148 | 0.188 | −0.634 | ||||||
| /cut6 | 2.165 | 1.206 | 0.999 | −0.212 | |||||||
| Log likelihood | −249.668 | −237.851 | −110.072 | −224.884 | −293.946 | ||||||
| LR χ2 (10) | 19.31 | 16.59 | 8.05 | 11.76 | 9.47 | ||||||
| Prob > χ2 | 0.0364 | 0.0839 | 0.6242 | 0.3017 | 0.4878 | ||||||
| R2 | McFadden | 0.037 | 0.034 | 0.035 | 0.025 | 0.016 | |||||
| McFadden(adjusted) | −0.024 | −0.031 | −0.096 | −0.044 | −0.038 | ||||||
| McKelvey and Zavoina | 0.122 | 0.097 | 0.104 | 0.078 | 0.056 | ||||||
| Cox–Snell/ML | 0.103 | 0.089 | 0.044 | 0.064 | 0.052 | ||||||
| Cragg–Uhler/Nagelkerke | 0.109 | 0.095 | 0.061 | 0.069 | 0.054 | ||||||
| Count | 0.539 | 0.562 | 0.831 | 0.590 | 0.438 | ||||||
| Count (adjusted) | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | ||||||
| IC | AIC | 531.337 | 507.703 | 250.146 | 481.769 | 619.893 | |||||
| AIC divided by N | 2.985 | 2.852 | 1.405 | 2.707 | 3.483 | ||||||
| BIC (df = 16) | 582.246 | 558.612 | 297.873 | 532.677 | 670.801 | ||||||
| Variables | Model 1 ( | Model 2 ( | Model 3 ( | Model 4 ( | Model 5 ( | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| −0.002 | −0.03 | 0.023 | 0.28 | −0.010 | −0.09 | −0.058 | −0.69 | −0.076 | −0.97 | ||
| 0.025 | 0.36 | 0.074 | 0.97 | 0.029 | 0.27 | 0.024 | 0.32 | 0.042 | 0.59 | ||
| −0.106 | −1.05 | −0.238** | −2.34 | −0.033 | −0.21 | −0.104 | −0.95 | −0.073 | −0.74 | ||
| 0.067 | 0.92 | 0.129* | 1.66 | 0.069 | 0.64 | 0.121 | 1.58 | 0.095 | 1.33 | ||
| 0.051 | 0.76 | 0.002 | 0.04 | 0.191** | 1.99 | 0.032 | 0.47 | 0.024 | 0.38 | ||
| 0.161** | 2.39 | 0.006 | 0.09 | −0.048 | −0.51 | 0.059 | 0.85 | −0.049 | −0.78 | ||
| 0.416 | 0.87 | 0.912* | 1.89 | 0.576 | 0.84 | 0.121 | 0.24 | −0.677 | −1.37 | ||
| 0.336 | 1.56 | 0.008 | 0.04 | 0.024 | 0.08 | 0.317 | 1.43 | 0.157 | 0.78 | ||
| −0.904* | −1.67 | −0.845 | −1.56 | 1.038 | 0.94 | −1.267** | −2.14 | −0.247 | −0.47 | ||
| 0.587 | 0.98 | 0.010 | 0.02 | 0.066 | 0.08 | −0.259 | −0.46 | 1.148* | 1.85 | ||
| /cut1 | −0.586 | −2.215 | −2.665 | −2.157 | −2.392 | ||||||
| /cut2 | −0.022 | −1.485 | −2.372 | −1.602 | −1.789 | ||||||
| /cut3 | 0.272 | −0.968 | −1.953 | −1.140 | −1.419 | ||||||
| /cut4 | 0.919 | −0.255 | −1.309 | −0.628 | −1.045 | ||||||
| /cut5 | 1.545 | 0.547 | −0.148 | 0.188 | −0.634 | ||||||
| /cut6 | 2.165 | 1.206 | 0.999 | −0.212 | |||||||
| Log likelihood | −249.668 | −237.851 | −110.072 | −224.884 | −293.946 | ||||||
| LR | 19.31 | 16.59 | 8.05 | 11.76 | 9.47 | ||||||
| Prob > | 0.0364 | 0.0839 | 0.6242 | 0.3017 | 0.4878 | ||||||
| McFadden | 0.037 | 0.034 | 0.035 | 0.025 | 0.016 | ||||||
| McFadden(adjusted) | −0.024 | −0.031 | −0.096 | −0.044 | −0.038 | ||||||
| McKelvey and Zavoina | 0.122 | 0.097 | 0.104 | 0.078 | 0.056 | ||||||
| Cox–Snell/ML | 0.103 | 0.089 | 0.044 | 0.064 | 0.052 | ||||||
| Cragg–Uhler/Nagelkerke | 0.109 | 0.095 | 0.061 | 0.069 | 0.054 | ||||||
| Count | 0.539 | 0.562 | 0.831 | 0.590 | 0.438 | ||||||
| Count (adjusted) | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | ||||||
| AIC | 531.337 | 507.703 | 250.146 | 481.769 | 619.893 | ||||||
| AIC divided by | 2.985 | 2.852 | 1.405 | 2.707 | 3.483 | ||||||
| BIC (df = 16) | 582.246 | 558.612 | 297.873 | 532.677 | 670.801 | ||||||
Note(s): **p-value 0.05, *p-value 0.1
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