Table 4. Standardized Total UFOV Performance over Time as Predicted by Baseline Demographic and Health Variables.
Model 1 | Model 2 | Model 3 | Model 4 | |||||
---|---|---|---|---|---|---|---|---|
| ||||||||
Variable | Estimate | S.E. | Estimate | S.E. | Estimate | S.E. | Estimate | S.E. |
Fixed Effects | ||||||||
Intercept | -0.120** | 0.036 | -0.195** | 0.039 | -0.197** | 0.039 | 0.027 | 0.083 |
Time | -0.144** | 0.017 | -0.166** | 0.018 | -0.164** | 0.019 | -0.163** | 0.019 |
Time2 | 0.032** | 0.004 | 0.036** | 0.004 | 0.036** | 0.004 | 0.035** | 0.004 |
Attrition | 0.220** | 0.066 | 0.236** | 0.067 | 0.096 | 0.063 | ||
Attrition*time | 0.074** | 0.023 | -0.028 | 0.066 | -0.025 | 0.066 | ||
Age | 0.075** | 0.005 | 0.077** | 0.005 | 0.066** | 0.005 | ||
Age*time | 0.004** | 0.001 | -0.001 | 0.003 | -0.001 | 0.003 | ||
Attrition*time2 | 0.038 | 0.023 | 0.037 | 0.023 | ||||
Age*time2 | 0.001* | 0.001 | 0.001* | 0.001 | ||||
CES-D | 0.010 | 0.006 | ||||||
Education | -0.034** | 0.011 | ||||||
MMSE | -0.087** | 0.015 | ||||||
Gender | -0.034 | 0.067 | ||||||
Race | -0.212** | 0.065 | ||||||
Self-rated health | 0.086* | 0.035 | ||||||
Visual acuity | -0.007* | 0.003 | ||||||
Random Effects | ||||||||
Residual95% confidence | 0.207** | 0.006 | 0.207** | 0.007 | 0.207** | 0.007 | 0.207** | 0.007 |
Lower | 0.194 | 0.195 | 0.194 | 0.194 | ||||
Upper | 0.220 | 0.221 | 0.220 | 0.220 | ||||
Var (intercept) 95% confidence | 0.782** | 0.048 | 0.558** | 0.036 | 0.557** | 0.035 | 0.459** | 0.030 |
Lower | 0.695 | 0.493 | 0.492 | 0.404 | ||||
Upper | 0.882 | 0.632 | 0.631 | 0.523 | ||||
Var (time) 95% confidence | 0.005** | 0.001 | 0.005** | 0.001 | 0.005** | 0.001 | 0.004** | 0.001 |
Lower | 0.004 | 0.003 | 0.003 | 0.003 | ||||
Upper | 0.009 | 0.008 | 0.008 | 0.008 | ||||
Corr (int, time) | 0.016* | 0.106 | 0.003 | 0.005 | 0.004 | 0.005 | 0.003 | 0.005 |
95% confidence | ||||||||
Lower | 0.003 | -0.007 | -0.007 | -0.007 | ||||
Upper | 0.029 | 0.014 | 0.015 | 0.013 | ||||
a Pseudo-R2 | ||||||||
Residual | 0.099 | 0.001 | 0.003 | < 0.001 | ||||
Intercept | 0.060 | 0.287 | 0.002 | 0.098 | ||||
Time | 0.173 | 0.001 | 0.007 | |||||
Corr (int, time) | 0.789 | 0.174 | -0.416 | |||||
Model Fit | ||||||||
Log likelihood | 6063.655 | 5818.353 | 5811.016 | 5694.044 | ||||
AIC | 6077.655 | 5840.353 | 5837.016 | 5734.044 | ||||
BIC | 6119.972 | 5906.851 | 5915.604 | 5854.949 |
p < 0.05, two-tailed.
p < 0.01, two-tailed.
Note. UFOV = Useful Field of View Test; MMSE = Mini-Mental State Examination; CES-D = Center for Epidemiological Studies – Depression Scale.
Pseudo-R2 values for each model are based on the proportion reduction in random variance components above and beyond the model immediately preceding it.