| Null model | Model 1 (individual model) | Model 2 (home location model) | Model 3 (university city model) | Model 4 (combined model) |
---|---|---|---|---|---|
Group | Â | Â | Â | Â | Â |
 Gender |  |  |  |  |  |
  Male |  | 1.00 | 1.00 | 1.00 | 1.00 |
  Female |  | 0.38 (0.24, 0.65)** | 0.40 (0.27, 0.68)** | 0.41 (0.26, 0.69)** | 0.40 (0.24, 0.67)** |
 Monthly expenses |  |  |  |  |  |
  <1000 |  | 1.00 | 1.00 | 1.00 | 1.00 |
  1000–1499 |  | 2.32 (0.70, 7.54) | 2.43 (0.72, 7.61) | 1.06 (0.66, 1.76) | 2.41 (0.73, 7.99) |
  1500–1999 |  | 1.52 (0.38, 5.86) | 1.47 (0.39, 5.85) | 1.03 (0.62, 1.81) | 1.51 (0.42, 5.49) |
  2000 and over |  | 4.07 (1.27, 13.2)** | 4.10 (1.29, 13.2)** | 2.65 (1.54, 3.35)** | 4.23 (1.33, 13.16)* |
 Smoking |  |  |  |  |  |
  Non-smoker |  | 1.00 | 1.00 | 1.00 | 1.00 |
  Occasional smoker |  | 1.15 (0.56, 2.44) | 1.19 (0.55, 2.46) | 0.77 (0.37, 1.58) | 1.19 (0.57, 2.49) |
  Daily smoker |  | 2.12 (1.12, 3.89)* | 2.07 (1.14, 3.98)* | 1.30 (0.61, 2.84) | 2.06 (1.06, 3.99)* |
 Family home location |  |  |  |  |  |
  Rural or township |  |  | 1.00 |  | 1.00 |
  County town |  |  | 2.24 (1.36, 2.75)** |  | 2.22 (1.34, 3.61)** |
  City |  |  | 3.79 (1.20, 12.27)* |  | 3.73 (1.15, 12.01)* |
 Type of university |  |  |  |  |  |
  High level |  |  |  | 1.00 | 1.00 |
  Middle level |  |  |  | 0.76 (0.54, 1.15) | 1.51 (0.90, 2.45) |
  Lower level |  |  |  | 0.79 (0.48, 1.39) | 1.14 (0.95, 1.36) |
GDP per capita of home region | Â | Â | Â | Â | Â |
  <50,000 |  |  | 1.00 |  | 1.00 |
  50,000–99,000 |  |  | 1.51 (0.89, 2.51) |  | 1.52 (0.92, 2.54) |
  100,00 and over |  |  | 1.43 (1.05, 1.42)* |  | 1.43 (1.04, 1.42)* |
 University city GDP per capita |  |  |  |  |  |
  <50,000 |  |  |  | 1.00 | 1.00 |
  50,000– |  |  |  | 0.92 (070, 1.21) | 1.12 (0.55, 2.29) |
  100,000– |  |  |  | 1.21 (0.66, 1.21) | 1.39 (0.55, 3.71) |
 City population (million) |  |  |  |  |  |
  <1.0 |  |  |  | 1.00 | 1.00 |
  1–3.9 |  |  |  | 1.28 (0.82, 1.93) | 1.71 (1.10, 2.68)* |
  4 and over |  |  |  | 1.41 (0.80, 2.35) | 1.48 (1.04, 2.31)* |
Fixed parameters | 37.36 ** | 19.12** | 17.25** | 16.42** | 15.75** |
Random parameters between universities | 4.41** | 3.89** | 4.25** | 2.43* | 2.25* |
Random parameters between the original provinces | 62.04** | 39.87** | 35.41** | 37.82** | 15.89** |