Models | ||||||
---|---|---|---|---|---|---|
Correlates | M1 | M2 | M3 | |||
Fixed part | b | 95% CI | b | 95% CI | b | 95% CI |
Wear time (min/h) | 0.53*** | 0.52, 0.54 | 0.53*** | 0.52, 0.54 | 0.52*** | 0.51, 0.53 |
Age (years) | - | - | 0.28*** | 0.21, 0.34 | 0.28*** | 0.21, 0.34 |
Gender (ref: men) | ||||||
Women | - | - | -2.32*** | -3.17, -1.47 | -2.30*** | -3.15, -1.45 |
Education (ref: up to primary school) | ||||||
Above primary school | - | - | 0.75 | -0.10, 1.61 | 0.73 | -0.12, 1.59 |
Marital status (ref: no partner) | ||||||
Married or cohabiting | - | - | 0.27 | -0.59, 1.12 | 0.25 | -0.60, 1.11 |
Physical function (SPPB score) | - | - | -0.43*** | -0.65, -0.21 | -0.43*** | -0.65, -0.21 |
Study site (ref: ALECS [Hong Kong, China]) | ||||||
BEPAS (Ghent, Belgium) | - | - | -1.57*** | -2.50, -0.63 | -1.61*** | -2.54, -0.67 |
Day of week (ref: weekday) | ||||||
Weekend day | - | - | - | - | 0.24 | -0.02, 0.51 |
Period of the day (ref: 6:00 am – 8:59 am) | ||||||
9:00 am – 11:59 am | - | - | - | - | -1.59*** | -1.97, -1.21 |
12:00 pm – 2:59 pm | - | - | - | - | 3.15*** | 2.76, 3.53 |
3:00 pm – 5:59 pm | - | - | - | - | 2.40*** | 2.02, 2.79 |
6:00 pm – 9:00 pm | - | - | - | - | 6.90*** | 6.54, 7.27 |
Random part | Var. comp.(95% CI) | % total var | Var. comp.(95% CI) | % total var | Var. comp. (95% CI) | % total var |
Neighborhood-level variance | 1.66 (0.63, 4.36) | 1.3% | 0.75 (0.17, 3.24) | 0.6% | 0.77 (0.18, 3.25) | 0.7% |
Person-level variance | 32.41 (29.04, 36.18) | 25.6% | 27.38 (24.50, 30.61) | 22.7% | 27.24 (24.37, 30.45) | 24.3% |
Day-level variance | 0.91 (0.34, 1.43) | 0.7% | 0.91 (0.34, 2.43) | 0.8% | 3.17 (2.40, 4.18) | 2.8% |
Within-day-level variance | 91.72 (90.00, 93.47) | 72.4% | 91.71 (90.00, 93.46) | 76.0% | 81.05 (79.53, 82.60) | 72.2% |
LR test | χ2(3) = 6452.28; p < .001 | χ2(6) = 136.21; p < .001 | χ2(5) = 2681.19; p < .001 | |||
Type of LR test | Random effects | Fixed effects: M2 vs. M1 | Fixed effects: M3 vs. M2 |