Table 5 Conditional autoregressive model summaries for sufficient MVPA to improve health
Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | |
|---|---|---|---|---|---|
Individual-level adjustment | No | Yes | Yes | Yes | Yes |
Parameter estimates (PR, 95% CrI) | |||||
Constant | 0.99 (0.99-1.00) | 1.00 (0.99-1.01) | 0.99 (0.97-1.01) | 1.00 (0.97-1.02) | 0.98 (0.96-1.01) |
Walkability | |||||
Low | – | – | 1.00 | – | 1.00 |
Low-medium | – | – | 1.00 (0.98-1.02) | – | 1.00 (0.97-1.02) |
Medium-high | – | – | 1.01 (0.98-1.04) | – | 1.01 (0.98-1.04) |
High | – | – | 1.05 (1.01-1.08) | – | 1.04 (1.01-1.08) |
Socioeconomic disadvantage | |||||
High | – | – | – | 1.00 | 1.00 |
High-medium | – | – | – | 1.00 (0.97-1.03) | 1.00 (0.97-1.02) |
Medium | – | – | – | 1.00 (0.97-1.03) | 1.00 (0.97-1.03) |
Medium-low | – | – | – | 1.02 (0.99-1.06) | 1.02 (0.99-1.05) |
Low | – | – | – | 1.00 (0.97-1.03) | 1.00 (0.97-1.03) |
Model diagnostics | |||||
pD | 67.54 | 30.68 | 28.77 | 32.31 | 30.16 |
DIC | 1983.08 | 1906.15 | 1906.62 | 1909.87 | 1909.89 |
Fit (1=best, 5=poorest) | 5 | 1 | 2 | 3 | 4 |
Spatial fraction | 0.97 | 0.85 | 0.75 | 0.83 | 0.69 |