Table 4 Multivariate analysis for gender bias and surgical career choice
From: Surgical career choices of medical students in China: does gender bias play a role?
Characteristic | Model 1 | Model 2 | Model 3 | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
coefficient | 95%CI | margins | coefficient | 95%CI | margins | coefficient | 95%CI | margins | ||||||
Age | -0.15 | -0.39 | 0.08 | -0.03 | -0.14 | -0.39 | 0.1 | -0.03 | -0.15 | -0.4 | 0.09 | -0.03 | ||
Female | -1.54*** | -1.92 | -1.16 | -0.32 | -1.65*** | -2.11 | -1.26 | -0.32 | -0.98*** | -1.58 | -0.38 | -0.19 | ||
Resident | -0.05 | -0.42 | 0.33 | -0.01 | -0.04 | -0.42 | 0.34 | -0.01 | -0.05 | -0.44 | 0.34 | -0.01 | ||
Major | ||||||||||||||
Clinical 5 + 3 | 0.09 | -0.35 | 0.53 | 0.02 | 0.04 | -0.41 | 0.49 | 0.01 | 0.06 | -0.4 | 0.52 | 0.01 | ||
Pediatrics | 0.27 | -0.64 | 1.18 | 0.05 | 0.43 | -0.51 | 1.36 | 0.08 | 0.44 | -0.51 | 1.38 | 0.08 | ||
Oral cavity | -0.04 | -0.69 | 0.61 | -0.01 | -0.07 | -0.78 | 0.64 | -0.01 | -0.1 | -0.8 | 0.61 | 0.02 | ||
Bias | ||||||||||||||
Leader | -1.23 | -2.56 | 0.1 | -0.24 | -1.08 | -2.4 | 0.23 | -0.21 | ||||||
Recruit | 0.48** | 0.09 | 0.87 | 0.09 | 1.05** | 0.13 | 1.97 | 0.2 | ||||||
Unsuitable | -0.97*** | -1.34 | -0.61 | -0.19 | -0.36 | -1.02 | -0.29 | -0.07 | ||||||
Gender*recruit | -0.73 | -1.755 | 0.29 | -0.14 | ||||||||||
Gender*not suitable | -0.88** | -1.67 | -0.1 | -0.17 | ||||||||||
_cons | 4.8 | -0.27 | 9.87 | 7 | 1.38 | 12.63 | 6.45 | 0.81 | 12.09 | |||||