Table 3 Risk factors for sleep quality identified via weighted MLR and BLR (n = 6,519).
Variable | weighted MLR | BLR | ||
|---|---|---|---|---|
β, 95% CI | P | OR, 95% CI | P | |
Age | 0.06 (− 0.02, 0.14) | 0.093 | 1.02 (0.93, 1.11) | 0.714 |
Gender: Female | 0.37 (0.24, 0.48) | < 0.001 | 1.49 (1.30,1.70) | < 0.001 |
College level: Undergraduate | − 0.73 (− 0.88, − 0.58) | < 0.001 | 0.45 (0.39, 0.52) | < 0.001 |
Only child status: Yes | − 0.19 (− 0.32, − 0.07) | 0.001 | 0.85 (0.74, 0.97) | 0.020 |
Father’s educational level | − 0.01 (− 0.11, 0.09) | 0.915 | 0.94 (0.83, 1.06) | 0.296 |
Mother educational level | 0.01 (− 0.09, 0.13) | 0.703 | 0.99 (0.87, 1.15) | 0.982 |
Family economic status | − 0.56 (− 0.71, − 0.42) | < 0.001 | 0.54 (0.46, 0.63) | < 0.001 |
Monthly living expense | − 0.41 (− 0.54, − 0.28) | < 0.001 | 0.70 (0.61, 0.80) | < 0.001 |
Smoking status | 0.23 (0.08, 0.38) | 0.002 | 1.18 (1.03, 1.36) | 0.019 |
Drinking habits | 0.26 (0.14, 0.38) | < 0.001 | 1.35 (1.19, 1.54) | < 0.001 |
Consumption of caffeinated beverages | 0.11 (0.06, 0.17) | < 0.001 | 1.08 (1.01, 1.14) | 0.020 |
Daily usage time of electronic devices | 0.11 (0.08, 0.15) | < 0.001 | 1.09 (1.04, 1.13) | < 0.001 |
Leisure-related physical activity: Yes | − 0.06 (− 0.18, 0.06) | 0.329 | 0.85 (0.74, 0.97) | 0.014 |
Computer games-related physical activity: Yes | 0.23 (0.11, 0.34) | 0.004 | 1.27 (1.12, 1.44) | < 0.001 |
Travel-related physical activity: Yes | − 0.20 (− 0.31, − 0.10) | < 0.001 | 0.88 (0.78, 0.99) | 0.043 |
Physical labor-related physical activity: Yes | − 0.11 (− 0.24, 0.01) | 0.062 | 0.85 (0.75, 0.97) | 0.015 |
Mental labor-related physical activity: Yes | − 0.07 (− 0.20, 0.05) | 0.249 | 0.93 (0.80, 1.08) | 0.325 |
Other physical activities: Yes | − 0.18 (− 0.38, 0.01) | 0.070 | 0.54 (0.41, 0.69) | < 0.001 |
Duration of exposure to natural light | − 0.20 (− 0.26, − 0.15) | < 0.001 | 0.82 (0.78, 0.87) | < 0.001 |
BMI | 0.06 (− 0.01, 0.13) | 0.048 | 1.03 (0.96, 1.10) | 0.341 |
Siesta duration | 0.10 (0.05, 0.15) | < 0.001 | 1.08 (1.02, 1.14) | 0.006 |