Table 8.
A Multinomial regression | |||||
Self reported level of care | Explanatory variables | Exp(B) | Wald | Significance | 95% CI |
Level 2 | Age | 1.008 | 0.05 | 0.82 | 0.942 to 1.078 |
PF | 0.982 | 1.85 | 0.17 | 0.956 to 1.008 | |
P | 1.013 | 1.05 | 0.31 | 0.988 to 1.039 | |
MH | 0.984 | 0.82 | 0.37 | 0.951 to 1.019 | |
EV | 1.012 | 0.28 | 0.60 | 0.968 to 1.057 | |
GHP | 0.985 | 0.80 | 0.37 | 0.952 to 1.018 | |
DLTV subscale 1 | 0.962 | 4.08 | 0.044 | 0.927 to 0.999 | |
DLTV subscale 2 | 1.002 | 0.01 | 0.91 | 0.967 to 1.039 | |
DLTV subscale 3 | 0.991 | 0.16 | 0.69 | 0.950 to 1.034 | |
DLTV subscale 4 | 1.020 | 3.42 | 0.064 | 0.999 to 1.041 | |
DVA better eye | 1.63 | 0.31 | 0.58 | 0.29 to 9.09 | |
Level 1 | Age | 0.890 | 7.96 | 0.005 | 0.821 to 0.965 |
PF | 0.940 | 12.58 | 0.000 | 0.909 to 0.973 | |
P | 0.999 | 0.01 | 0.941 | 0.970 to 1.028 | |
MH | 0.960 | 3.37 | 0.066 | 0.919 to 1.003 | |
EV | 1.062 | 4.13 | 0.04 | 1.002 to 1.125 | |
GHP | 0.992 | 0.14 | 0.703 | 0.973 to 1.025 | |
DLTV subscale 1 | 0.985 | 8.40 | 0.004 | 0.929 to 1.044 | |
DLTV subscale 2 | 0.962 | 2.66 | 0.10 | 0.918 to 1.008 | |
DLTV subscale 3 | 1.009 | 0.09 | 0.76 | 0.954 to 1.067 | |
DLTV subscale 4 | 0.998 | 0.01 | 0.91 | 0.973 to 1.025 | |
DVA better eye | 6.65 | 2.80 | 0.09 | 0.72 to 61.1 |
B Binomial logistic regression (base category level 3) | |||||
Level 2 | DLTV subscale 1 | 1.039 | 17.09 | 0.000 | 1.020 to 1.058 |
SF 36 PF | 1.017 | 3.89 | 0.049 | 1.000 to 1.033 |
C Binomial logistic regression (base category level 3) | |||||
The multinomial regression model (A) was run with the three levels of care as the dependent variable and age, sex, SF36 dimensions, and DLTV subscales as explanatory variables. The model shows that the decrease in scores in DLTV subscale 1 was most strongly influenced by the transition from care level 3 to 2. The decrease in PF scores and age most strongly influenced the transition from care level 2 to level 1 with a contribution from DLTV subscale 2. To progress to a more parsimonious model variables that were counterintuitive were first removed followed by those explanatory variables whose p values exceeded 0.1. (SPSS default for stepwise backwards and also equivalent to a 5% test in one direction only.) | |||||
The binomial regression model (B) confirmed that DLTV subscale 1 was most important in the transition from care level 3 to 2 while DLTV subscale 2 was most important in the transition to care level 1 (C). | |||||
Level 1 | DLTV subscale 2 | 1.041 | 9.54 | 0.002 | 1.015 to 1.068 |
SF 36 PF | 1.031 | 8.37 | 0.004 | 1.010 to 1.053 | |
Min DVA | 0.24 | 3.15 | 0.076 | 0.05 to 1.16 |