Table 1.
1-Dimensional Model |
3-Dimensional Model |
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Pure Type |
Pure Type |
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Variable | Response | No. of Obs. | Observed | Predicted | I | II | ΔBICj 0–1 & Rank1 |
Predicted | I | II | III | IV | ΔBICj 0–3 & Rank2 |
Dependence Scale | 0: Independent | 11 | 0.012 | 0.012 | 0.015 | 0.008 | 474.29 3 |
0.012 | 0.049 | 0.010 | 0.000 | 0.000 | 881.54 1 |
1: Occasional Reminders | 12 | 0.013 | 0.013 | 0.024 | 0.000 | 0.013 | 0.051 | 0.012 | 0.000 | 0.000 | |||
2: More Frequent Reminders | 330 | 0.359 | 0.358 | 0.647 | 0.000 | 0.354 | 0.761 | 0.808 | 0.059 | 0.000 | |||
3: Needs Supervision | 227 | 0.247 | 0.247 | 0.304 | 0.176 | 0.233 | 0.136 | 0.169 | 0.615 | 0.000 | |||
4: Active ADL Help | 101 | 0.110 | 0.110 | 0.010 | 0.234 | 0.104 | 0.003 | 0.000 | 0.326 | 0.052 | |||
5: Physical Dependence | 238 | 0.259 | 0.260 | 0.000 | 0.582 | 0.283 | 0.000 | 0.000 | 0.000 | 0.948 | |||
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Equivalent Institutional Care | Limited Home Care | 201 | 0.219 | 0.210 | 0.379 | 0.000 | 469.07 4 |
0.228 | 0.631 | 0.439 | 0.000 | 0.000 | 746.19 3 |
Adult Home Care | 364 | 0.396 | 0.384 | 0.621 | 0.091 | 0.420 | 0.365 | 0.561 | 0.803 | 0.000 | |||
Health Related Facility (FTC) | 354 | 0.385 | 0.406 | 0.000 | 0.909 | 0.352 | 0.004 | 0.000 | 0.197 | 1.000 | |||
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BDRS (Parti) Score | 0–5 | 74 | 0.081 | 0.080 | 0.145 | 0.000 | 401.22 10 |
0.083 | 0.255 | 0.136 | 0.000 | 0.000 | 708.70 5 |
6–10 | 256 | 0.280 | 0.278 | 0.500 | 0.000 | 0.288 | 0.676 | 0.549 | 0.092 | 0.000 | |||
11–15 | 255 | 0.279 | 0.278 | 0.355 | 0.182 | 0.293 | 0.068 | 0.314 | 0.723 | 0.034 | |||
16–27 | 330 | 0.361 | 0.363 | 0.000 | 0.818 | 0.336 | 0.000 | 0.000 | 0.185 | 0.966 | |||
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Overall mMMS Response | No answers | 410 | 0.358 | 0.365 | 0.091 | 0.680 | 182.09 26 |
0.362 | 0.113 | 0.124 | 0.171 | 0.810 | 270.92 28 |
Any answers | 736 | 0.642 | 0.635 | 0.909 | 0.320 | 0.638 | 0.887 | 0.876 | 0.829 | 0.190 | |||
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mMMS Score | 0–19 | 215 | 0.294 | 0.280 | 0.000 | 0.761 | 266.02 19 |
0.277 | 0.000 | 0.000 | 0.295 | 0.971 | 528.27 16 |
20–29 | 132 | 0.180 | 0.181 | 0.203 | 0.144 | 0.190 | 0.000 | 0.221 | 0.439 | 0.000 | |||
30–39 | 203 | 0.277 | 0.283 | 0.392 | 0.096 | 0.285 | 0.251 | 0.508 | 0.267 | 0.029 | |||
40–57 | 182 | 0.249 | 0.256 | 0.405 | 0.000 | 0.248 | 0.749 | 0.270 | 0.000 | 0.000 | |||
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Residence Status | Home | 650 | 0.707 | 0.680 | 0.983 | 0.305 | 312.81 17 |
0.703 | 0.924 | 0.994 | 0.984 | 0.078 | 469.04 19 |
Retirement Home | 8 | 0.009 | 0.008 | 0.013 | 0.003 | 0.009 | 0.018 | 0.006 | 0.014 | 0.000 | |||
Nursing Home | 224 | 0.244 | 0.268 | 0.000 | 0.599 | 0.248 | 0.000 | 0.000 | 0.000 | 0.827 | |||
Hospital | 5 | 0.005 | 0.006 | 0.000 | 0.013 | 0.006 | 0.001 | 0.000 | 0.002 | 0.015 | |||
Rehabilitation Center | 18 | 0.020 | 0.022 | 0.000 | 0.048 | 0.020 | 0.000 | 0.000 | 0.000 | 0.066 | |||
Other | 14 | 0.015 | 0.016 | 0.004 | 0.031 | 0.015 | 0.057 | 0.000 | 0.000 | 0.013 | |||
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Moderate Extra-pyramidal Signs | Absent | 436 | 0.740 | 0.736 | 0.949 | 0.301 | 109.37 31 |
0.740 | 0.980 | 0.879 | 0.775 | 0.040 | 151.61 32 |
Present | 153 | 0.260 | 0.264 | 0.051 | 0.699 | 0.260 | 0.020 | 0.121 | 0.225 | 0.960 | |||
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Delusions | Absent | 574 | 0.627 | 0.630 | 0.511 | 0.781 | 18.90 41 |
0.634 | 0.910 | 0.528 | 0.159 | 0.966 | 175.80 31 |
Present | 341 | 0.373 | 0.370 | 0.489 | 0.219 | 0.366 | 0.090 | 0.472 | 0.841 | 0.034 | |||
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Hallucinations | Absent | 792 | 0.866 | 0.866 | 0.916 | 0.803 | 1.04 57 |
0.865 | 1.000 | 0.894 | 0.718 | 0.885 | 35.13 42 |
Present | 123 | 0.134 | 0.134 | 0.084 | 0.197 | 0.135 | 0.000 | 0.106 | 0.282 | 0.115 | |||
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Prospective 6-Month Survival | Died | 70 | 0.065 | 0.064 | 0.017 | 0.121 | 12.95 46 |
0.064 | 0.009 | 0.018 | 0.038 | 0.152 | 17.04 52 |
Survived | 1,015 | 0.935 | 0.936 | 0.983 | 0.879 | 0.936 | 0.991 | 0.982 | 0.962 | 0.848 |
Notes
ΔBICj, 0–1 is the difference in the BIC statistics between the 0-D and 1-D models (i.e. the null model and the 1-D alternative) for the indicated variable. Positive values indicate that the higher dimensional model performs better statistically, with higher positive values indicating greater significance. The rankings indicate the relative significance among the 80 variables in the male model.
ΔBICj, 0–3 is the difference in the BIC statistics between the 0-D and 3-D models (i.e. the null model and the 3-D alternative) for the indicated variable, which is interpreted like ΔBICj, 0–1.