Table 3 The mixed logit analysis results related to the job attributes of the physicians and nurses
Preference | Coefficient β | SE | z | p | CI (95%) | |
|---|---|---|---|---|---|---|
Physician (n = 128) | ||||||
Rural region | − 3.06 | 0.18 | − 17.18 | < 0.001 | (− 3.41, − 2.71) | |
Wage | 1.83 | 0.21 | 8.91 | < 0.001 | (1.43, 2.23) | |
Creche | 0.62 | 0.16 | 3.86 | < 0.001 | (0.30, 0.93) | |
Infrastructure | 0.65 | 0.18 | 3.56 | < 0.001 | (0.29, 1.01) | |
Education opportunity | 0.86 | 0.22 | 3.87 | < 0.001 | (0.42, 1.29) | |
Housing | − 0.05 | 0.13 | − 0.38 | 0.701 | (− 0.30, 0.20) | |
Workload | 0.58 | 0.18 | 3.19 | < 0.001 | (0.22, 0.93) | |
Career opportunity | 0.60 | 0.13 | 4.72 | < 0.001 | (0.35, 0.84) | |
Nurse (n = 216) | ||||||
Rural region | − 0.96 | 0.05 | − 20.57 | < 0.001 | (− 1.05, − 0.87) | |
Wage | 1.02 | 0.08 | 12.94 | < 0.001 | (0.86, 1.17) | |
Creche | 0.23 | 0.06 | 3.59 | < 0.001 | (0.10, 0.35) | |
Infrastructure | 0.38 | 0.07 | 5.64 | < 0.001 | (0.25, 0.52) | |
Education opportunity | 0.27 | 0.09 | 3.17 | < 0.002 | (0.10, 0.43) | |
Housing | 0.25 | 0.06 | 4.08 | < 0.001 | (0.13, 0.37) | |
Workload | 0.36 | 0.08 | 4.61 | < 0.001 | (0.21, 0.52) | |
Career opportunity | 0.24 | 0.06 | 3.91 | < 0.001 | (0.12, 0.36) | |