Beta coefficients | Mobility | Self-care | Activities | Pain | Anxiety/Depression † |
---|---|---|---|---|---|
Sample size (n) | 19,217 | 19,090 | 19,207 | 19,134 | 18,973 |
BMI-2 | 19.13 (10.58 to 34.54) | 19.26 (9.47 to 39.17) | 13.24 (7.67 to 22.83) | 8.4 (5.05 to 13.97) | 8.65 (4.15 to 18.01) |
BMI-1 | 0.06 (0.04 to 0.09) | 0.07 (0.04 to 0.13) | 0.1 (0.06 to 0.15) | 0.13 (0.09 to 0.2) | 0.06 (0.02 to 0.15) |
Age* | 1.04 (1.04 to 1.04) | 1.02 (1.01 to 1.02) | 1.02 (1.02 to 1.03) | 3.82 (3.39 to 4.26) | 0.56 (0.49 to 0.63) |
Deprivation | 1.01 (1.01 to 1.02) | 1.02 (1.01 to 1.02) | 1.01 (1.01 to 1.02) | 1.01 (1.01 to 1.01) | 1.01 (1.01 to 1.01) |
Male gender | 1.21 (1.11 to 1.32) | 1.27 (1.11 to 1.45) | 0.70 (0.96 to 0.97) | ||
Non-white ethnicity | 0.87 (0.97 to 1.01) | ||||
Alcohol status | |||||
Moderate drinker | 0.64 (0.59 to 0.7) | 0.53 (0.47 to 0.61) | 0.66 (0.61 to 0.73) | 0.76 (0.7 to 0.82) | 0.76 (0.96 to 0.98) |
Heavy drinker | 0.57 (0.49 to 0.67) | 0.36 (0.28 to 0.48) | 0.58 (0.5 to 0.67) | 0.76 (0.67 to 0.84) | 0.85 (0.97 to 1) |
Highest education | |||||
A-levels / NVQ3 | 1.4 (1.2 to 1.65) | 1.48 (1.12 to 1.97) | 1.17 (1.01 to 1.36) | 1.58 (1.4 to 1.77) | 1.3 (1.01 to 1.04) |
GCSE / NVQ1-2 | 1.34 (1.19 to 1.52) | 1.38 (1.09 to 1.73) | 1.17 (1.04 to 1.32) | 1.58 (1.45 to 1.73) | 1.34 (1.02 to 1.04) |
Other | 1.65 (1.39 to 1.95) | 2.51 (1.92 to 3.25) | 1.46 (1.23 to 1.73) | 1.79 (1.55 to 2.08) | 1.31 (1.01 to 1.04) |
None | 1.9 (1.67 to 2.16) | 2.41 (1.93 to 2.97) | 1.57 (1.38 to 1.77) | 2.03 (1.84 to 2.25) | 1.45 (1.03 to 1.05) |
Smoking status | |||||
Current | 2.01 (1.77 to 2.27) | 2.08 (1.73 to 2.48) | 2.08 (1.84 to 2.34) | 1.52 (1.38 to 1.68) | 1.75 (1.05 to 1.07) |
Former | 1.25 (1.13 to 1.36) | 1.17 (1.02 to 1.36) | 1.26 (1.15 to 1.38) | 1.27 (1.17 to 1.36) | 1.17 (1.01 to 1.02) |
Long-term conditions | |||||
Diabetes | 1.62 (1.39 to 1.88) | 1.26 (1.04 to 1.52) | 1.4 (1.22 to 1.63) | 1.22 (1.05 to 1.4) | 1.25 (1.01 to 1.04) |
Heart disease | 2.36 (2.03 to 2.75) | 1.92 (1.6 to 2.27) | 2.75 (2.39 to 3.19) | 1.67 (1.43 to 1.95) | 1.45 (1.02 to 1.05) |
Stroke | 2.27 (1.75 to 2.94) | 2.53 (1.93 to 3.32) | 2.8 (2.18 to 3.6) | 1.43 (1.11 to 1.86) | 1.48 (1.02 to 1.06) |
Cancer | 1.92 (1.55 to 2.36) | 1.9 (1.46 to 2.46) | 2.12 (1.73 to 2.61) | 1.55 (1.27 to 1.9) | 1.35 (1.01 to 1.05) |
Osteoarthritis | 5.81 (5.16 to 6.62) | 3.35 (2.89 to 3.86) | 4.31 (3.86 to 4.85) | 12.81 (10.49 to 15.49) | 1.6 (1.04 to 1.06) |
Breathing problems | 2.53 (2.27 to 2.86) | 2.36 (2.03 to 2.72) | 2.64 (2.34 to 2.94) | 1.82 (1.63 to 2.05) | 1.65 (1.04 to 1.06) |
High blood pressure | 1.27 (1.16 to 1.4) | 1.28 (1.12 to 1.49) | 1.23 (1.12 to 1.36) | 1.16 (1.05 to 1.27) | 1.15 (1.01 to 1.02) |
Constant | −2.33 (−2.46 to −2.21) | −3.85 (−4.06 to −3.63) | −2.07 (−2.18 to −1.96) | −0.86 (−0.95 to −0.77) | −1.37 (−1.57 to −1.17) |
BMI value for minimum problems. | 20.73 | 22.49 | 22.15 | 20.98 | 23.94 |
AUROC | 0.844 | 0.849 | 0.801 | 0.778 | 0.656 |
Statistical significance; all variables in the model have p < 0.001 except: | - | Male(0.001), A-levels (0.006), GCSEs (0.006), former smoking (0.025), diabetes (0.018) | A-levels (0.038), GCSEs (0.008). | Diabetes (0.008), stroke (0.008) , high blood pressure (0.002) | Alcohol heavy drinker (0.011), Ethnicity: Non-white (0.139) Highest education; other, diabetes, stroke (all 0.001), cancer (0.002), high blood pressure (0.003) |
Approximate odds-ratios (95% confidence interval) per unit change**: | |||||
Underweight | 1.09 (0.91 to 1.29) | 1.21 (0.98 to 1.48) | 1.10 (0.94 to 1.29) | 1.01 (0.88 to 1.16) | 1.05 (0.93 to 1.20) |
Overweight | 1.08 (1.03 to 1.13) | 1.04 (0.97 to 1.13) | 1.06 (1.01 to 1.11) | 1.12 (1.75 to 1.16) | 1.03 (0.99 to 1.07) |
Obese | 1.08 (1.06 to 1.10) | 1.06 (1.03 to 1.08) | 1.06 (1.04 to 1.08) | 1.05 (1.03 to 1.07) | 1.03 (1.01 to 1.05) |