Table 9.
The effect of demographic, behavioral, psychological and health-related factors on daytime disfunction using Bayesian multinomial logistic regressions
| Factors | Difficulty of daytime disfunction | |||
|---|---|---|---|---|
| Mild | Moderate | Severe | ||
| OR (95% CrI) | OR (95% CrI) | OR (95% CrI) | ||
| Age | 0.99 (0.97, 1.01) | 0.98 (0.96, 1.01) | 0.91 (0.85, 0.96) | |
| BMI | Underweight | 1.73 (0.52, 4.36) | 1.55 (0.18, 5.03) | 0.91 (0.01, 5.09) |
| Overweight | 0.93 (0.68, 1.24) | 1.36 (0.85, 2.07) | 0.57 (0.19, 1.30) | |
| Obese | 0.87 (0.57, 1.24) | 1.65 (0.91, 2.75) | 0.41 (0.06, 1.18) | |
| Sex | Male | 0.95 (0.69, 1.25) | 0.69 (0.45, 1.02) | 0.73 (0.24, 1.69) |
| Wealth Status | Middle | 1.00 (0.71, 1.38) | 0.80 (0.49, 1.23) | 3.28 (0.94, 8.56) |
| Rich | 1.00 (0.69, 1.40) | 0.65 (0.39, 1.03) | 1.08 (0.25, 2.93) | |
| Marital status | Married | 1.00 (0.66, 1.44) | 1.17 (0.65, 2.02) | 3.60 (0.88, 10.71) |
| Education | Diploma | 1.02 (0.56, 1.72) | 1.07 (0.42, 2.31) | 0.74 (0.06, 3.27) |
| Undergraduate | 1.10 (0.62, 1.87) | 1.49 (0.60, 3.18) | 1.03 (0.17, 3.95) | |
| Postgraduate | 1.37 (0.72, 2.40) | 1.42 (0.52, 3.05) | 1.83 (0.16, 7.89) | |
| Mobile use (hours/day) | 3–5 | 1.15 (0.85, 1.52) | 1.16 (0.75, 1.66) | 2.91 (1.01, 7.66) |
| ≥ 5 | 1.36 (0.82, 2.09) | 1.50 (0.73, 2.62) | 3.98 (0.79, 11.73) | |
| Physical activity | Moderate | 0.97 (0.68, 1.34) | 1.12 (0.66, 1.73) | 0.83 (0.25, 2.18) |
| High | 0.79 (0.53, 1.13) | 0.81 (0.45, 1.30) | 0.93 (0.20, 2.58) | |
| Smoking status | Smoker | 1.36 (0.87, 2.03) | 1.22 (0.60, 2.18) | 1.05 (0.11, 3.29) |
| Effort-Reward | Imbalance | 1.61 (1.22, 2.09) | 2.06 (1.33, 3.03) | 2.29 (0.82, 5.51) |
| Depression | 2.58 (1.39, 4.54) | 4.00 (1.84, 7.76) | 14.95 (4.25, 38.69) | |
| Comorbidity | One | 1.06 (0.75, 1.45) | 1.05 (0.65, 1.63) | 1.68 (0.53, 3.86) |
| Two | 0.91 (0.50, 1.54) | 0.57 (0.19, 1.22) | 1.43 (0.08, 5.41) | |
| > 2 | 0.58 (0.15, 1.47) | 0.65 (0.09, 2.10) | 3.09 (0.11, 14.17) | |
Abbreviation: CrI Bayesian Credible Interval
The reference levels were set as normal (BMI), female (sex), poor (wealth status), single (marital status), under diploma (education), less than 3 h/day (mobile use), low (Physical activity), non-smoker (smoking status), balanced (effort-reward), and zero (comorbidity)
Odds ratios (OR) that are credibly significant are highlighted in bold