Variable | Model 1 | Model 2 | Model 3 | Full model | ||||
---|---|---|---|---|---|---|---|---|
AOR | 95% CI | AOR | 95% CI | AOR | 95% CI | AOR | 95% CI | |
Demographic | ||||||||
Age (years) | ||||||||
70–74a | 0.845 | (0.167–4.276) | 0.549 | (0.089–3.380) | 0.376 | (0.049 –2.909) | 0.094 | (0.003–2.659) |
75–79 | 0.369 | (0.073–1.854) | 0.260 | (0.042–1.632) | 0.152 | (0.020–1.180) | 0.089 | (0.004–2.271) |
80–84 | 0.675 | (0.121–3.777) | 0.271 | (0.036–2.035) | 0.318 | (0.033–3.025) | 0.175 | (0.004–6.995) |
85–89 | 0.258 | (0.021–3.162) | 0.227 | (0.014–3.625) | 0.310 | (0.014–2.921) | 0.007* | (0.001–0.958) |
90 and above | 0.624 | (0.129–3.013) | 0.072 | (0.072–2.809) | 0.351 | (0.042–2.921) | 0.167 | (0.004–7.584) |
Ethnicity | ||||||||
Akanb | 0.949 | (0.229–3.932) | 1.325 | (0.251–7.001) | 1.187 | (1.187–7.523) | 1.835 | (0.069–48.482) |
Religious group | ||||||||
Muslimc | 0.279 | (0.081–0.963) | 0.150 | (0.060–0.762) | 0.324 | (0.072–1.420) | 0.376 | (0.037–3.849) |
Traditional | 0.068* | (0.005–0.879) | 0.700 | (0.215–1.270) | 0.199 | (0.004–9.033) | 0.005 | (0.000–3.855) |
Marital status | ||||||||
Marriedd | 2.338 | (0.477–11.456) | 2.778 | (0.527–14.640) | 2.713 | (0.475–15.506) | 3.850 | (0.257–57.687) |
Socio-economic | ||||||||
Education | ||||||||
Basic schoole | 0.938 | (0.231–3.807) | 0.612 | (0.133–2.811) | 0.105 | (0.009–1.214) | ||
High school | 1.906 | (0.191–19.031) | 0.861 | (0.069–10.754) | 1.101 | (0.011–114.042) | ||
Income (GHS) | ||||||||
101–200f | 1.125 | (0.270–4.683) | 0.873 | (0.193–3.940) | 0.432 | (0.049–3.805) | ||
201–300 | 0.662 | (0.132–3.310) | 0.760 | (0.118–4.901) | 3.730 | (0.152–91.581) | ||
Above 300 | 0.762 | (0.095–6.128) | 0.667 | (0.067–6.664) | 0.453 | (0.019–10.760) | ||
Uninsured | 0.146 | (0.017–1.230) | 0.246 | (0.023–2.657) | 0.265 | (0.004–16.614) | ||
No family support | 0.127* | (0.021–0.780) | 0.100* | (0.011–0.918) | 0.029 | (0.000–0.313) | ||
Health related | ||||||||
No past illness (3 months) | 0.128* | (0.028–0.587) | 0.027* | (0.002–0.346) | ||||
Poor health status | 0.507 | (0.130–1.969) | 0.254 | (0.023–2.771) | ||||
No NCDs | 0.244 | (0.051–1.166) | 0.003* | (0.001–0.313) | ||||
No disability | 2.293 | (0.260–20.224) | 14.492 | (0.417–503.645) | ||||
Health behaviour | ||||||||
Non-physical activity (1 month) | 0.636 | (0.064–6.270) | ||||||
Non-alcohol users (1 year) | 0.023 | (0.002–1.419) | ||||||
Non-tobacco smokers (1 year) | 94.950 | (294–3061. 87) | ||||||
Non-fruit intakes (1 month) | 2.106 | (0.097–45.911) | ||||||
Non-vegetable intake (1 month) | 1.2* | (0.230–2.45) | ||||||
Model fitting information | ||||||||
− 2Log Likelihood | 104.403 | 92.045 | 80.018 | 47.924 | ||||
Hosmer–Lemeshow χ2 (significance) | 2.820 (0.901) | 3.414 (0.268) | 0.390 (0.557) | 4.867 (0.772) | ||||
Nagelkerke R2 | 0.132 | 0.268 | 6.812 | 0.672 |