From: The effects of smoking, regular drinking, and unhealthy weight on health care utilization in China
 | Pooled logistic | Random effects logistic | Fixed effects logistic |
---|---|---|---|
(i) | (ii) | (iii) | |
Odds Ratios (95% CI) | Odds Ratios (95% CI) | Odds Ratios (95% CI) | |
Smoking status | |||
 Current smoker | 1.12 (1.03–1.21) | 1.16 (1.06–1.27) | 1.88 (1.42–2.51) |
 Former smoker | 1.12 (1.01–1.24) | 1.20 (1.07–1.33) | 2.03 (1.51–2.74) |
 Never smoker (ref.) | 1.00 | 1.00 | 1.00 |
 Regular drinking | 0.82 (0.76–0.88) | 0.80 (0.74–0.87) | 0.83 (0.75–0.93) |
BMI groups | |||
 Healthy weight (ref.) | 1.00 | 1.00 | 1.00 |
 Underweight | 1.11 (1.02–1.21) | 1.13 (1.03–1.25) | 1.09 (0.96–1.24) |
 Overweight | 0.96 (0.91–1.01) | 0.96 (0.91–1.02) | 1.02 (0.93–1.10) |
 Obese | 0.99 (0.91–1.08) | 1.03 (0.94–1.13) | 1.26 (1.08–1.46) |
Age group | |||
 16–24 (ref.) | 1.00 | 1.00 | 1.00 |
 25–64 | 1.55 (1.32–1.83) | 1.58 (1.32–1.89) | 1.17 (0.91–1.50) |
  > =65 | 1.98 (1.67–2.35) | 2.20(1.83–2.66) | 1.69 (1.28–2.23) |
Male | 0.71 (0.66–0.77) | 0.65 (0.60–0.71) | – |
Educational attainment | |||
 Illiteracy (ref.) | 1.00 | 1.00 | 1.00 |
 Elementary school | 0.88 (0.82–0.94) | 0.85 (0.79–0.92) | 0.98 (0.82–1.17) |
 Middle school | 0.85 (0.80–0.91) | 0.82 (0.76–0.88) | 1.04 (0.81–1.33) |
 High school | 0.79 (0.72–0.87) | 0.75 (0.68–0.82) | 1.16 (0.81–1.65) |
 Above high school | 0.76 (0.68–0.86) | 0.70 (0.62–0.80) | 1.20 (0.77–1.87) |
Married | 0.96 (0.89–1.04) | 0.95 (0.86–1.04) | 0.82 (0.69–0.98) |
Urban residency | 0.90 (0.86–0.95) | 0.91 (0.86–0.97) | 1.26 (1.09–1.45) |
Medical insurance coverage | 1.18 (1.09–1.28) | 1.19 (1.09–1.30) | 1.12 (1.01–1.23) |
Household income | 1.00 (0.99–1.00) | 1.00 (1.00–1.01) | 1.01 (1.00–1.02) |
Employed | 1.14 (1.08–1.21) | 1.18 (1.11–1.25) | 1.23 (1.13–1.33) |
Health status | |||
 Poor | 3.07 (2.89–3.26) | 3.44 (3.21–3.68) | 2.49 (2.30–2.69) |
 Fair (ref.) | 1.00 | 1.00 | 1.00 |
 Good | 0.46 (0.43–0.48) | 0.44 (0.42–0.47) | 0.57 (0.53–0.61) |
 Chronic disease | 3.09 (2.93–3.26) | 3.23 (3.06–3.42) | 2.21 (2.07–2.35) |
 Constant | 0.18 (0.15–0.22) | 0.15 (0.12–0.18) | – |
 Observations | 63,260 | 63,260 | 34,520 |