Table 4 Contributions of the predictor variables to the Pseudo R-square of the cognitive impairment among older adult population logit regression
Contributors | Marginal effect (dy /dx) | P value | Absolute Contribution | Relative Contribution (in %) |
|---|---|---|---|---|
Gender | 0.044 | 0.000 | 0.022 | 11.1 |
Age (in years) | 0.037 | 0.000 | 0.037 | 18.78 |
Marital Status | 0.008 | 0.000 | 0.017 | 8.8 |
Place of Residence | -0.032 | 0.000 | 0.012 | 6.2 |
Depression | 0.018 | 0.000 | 0.005 | 2.37 |
Difficulty in ADL | 0.047 | 0.000 | 0.011 | 5.81 |
smoke ever | -0.007 | 0.000 | 0.001 | 0.31 |
Years of Schooling | -0.102 | 0.000 | 0.082 | 41.97 |
MPCE Quintile | -0.007 | 0.000 | 0.008 | 4.08 |
Financial support | -0.009 | 0.000 | 0.001 | 0.43 |
Living arrangements | 0.001 | 0.000 | 0.004 | 2.07 |
Pseudo R-square | 0.195 | 100 | ||