Parameters (reference category) | Regression coefficients (standard error) | |||
---|---|---|---|---|
Empty Model | Model only with health literacy | Main model with all patient and practice variables | Model with interactions | |
Patient demographics | ||||
Intercept | 50.97 | 54.36 | 52.66 | 54.76 |
Female patients (male) | Â | Â | 0.19 (0.84) | 0.19 (0.83) |
Age, years | ||||
55–70 (40–54) |  |  | 2.13 (0.83)* | 0.73 (1.15) |
Born in Australia (born in outside Australia) |  |  | −0.61 (0.85) | −0.77 (0.84) |
Owner-occupier (rented) |  |  | 0.23 (1.31) | –0.18 (1.30) |
College/university (elementary/high School) | Â | Â | 0.01 (0.77) | 0.08 (0.77) |
Employed patients (unemployed) | Â | Â | 2.42 (1.13)* | 0.17 (1.62) |
Retired patients (unemployed) | Â | Â | 2.87 (1.32)* | 1.92 (1.76) |
Patient risk factors | ||||
Insufficient health literacy (sufficient health literacy) |  | –7.02 (0.70) | –6.43 (0.74)*** | –8.38 (2.43)*** |
Smoker (non-smoker) |  |  | –1.33 (1.44) | –1.17 (1.43) |
Poor diet (having adequate fruits and vegetables intake) |  |  | –0.34 (0.91) | –0.20 (0.90) |
Alcohol risk (drinking ≤2 standards drinks in a day) |  |  | 0.07 (1.59) | 0.27 (1.58) |
Insufficient physical activity (adequate physical activity) |  |  | –2.56 (0.73)*** | –0.56 (0.97) |
Overweight (having normal range BMI) | Â | Â | 0.78 (0.76) | 0.81 (0.76) |
Patient interaction effects | ||||
Low health literacy × 55–70 |  |  |  | 2.70 (1.51)a* |
Low health literacy × employed |  |  |  | 3.95 (2.01)* |
Low health literacy × retired |  |  |  | 1.03 (2.60) |
Low health literacy × Insufficient physical activity |  |  |  | −4.42 (1.44)** |
Practice characteristics | ||||
Size 1–3 general practitioners (4 or more GPs) |  |  | −0.88 (0.87) | −0.06 (0.91) |
More than one nurses (one or no nurse) |  |  | −0.62 (0.85) | −0.85 (0.88) |
Random effects | ||||
Variance between general practices (standard errors) | 1.50 (1.44) | 0.25 (0.94) | 0.00 (0.00) | 0.29 (0.94) |
% variance explainedb | Â | 83.5 | 100.0 | 80.7 |
Variance between patients (standard errors) | 95.24 (5.22)*** | 82.64 (4.57)*** | 77.39 (4.40)*** | 75.16 (4.36)*** |
% variance explainedb | Â | 13.2 | 18.7 | 21.1 |