From: The specialty choice of medical students in China: a stated preference experiment
Factors | Total counts | Individual proportion | Conditional logit | Shares of preferences | K-means clustering | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Most attractive | Least attractive | BW scores | Standardised BW | Most attractive | Least attractive | BW scores | Standardised BW | SD | Cluster 1 | Cluster 2 | |||
Internal medicine | 364 | 44 | 320 | 0.337 | 1.916 | 0.232 | 1.684 | 0.337 | 0.397 | 0.955 | 0.182 | 2.083 | 1.159 |
General surgery | 481 | 65 | 416 | 0.438 | 2.532 | 0.342 | 2.190 | 0.438 | 0.469 | 1.209 | 0.235 | 1.398 | 3.232 |
Ob & Gyn | 277 | 153 | 124 | 0.131 | 1.458 | 0.805 | 0.653 | 0.131 | 0.516 | 0.396 | 0.104 | 1.472 | −0.427 |
Paediatrics | 251 | 173 | 78 | 0.082 | 1.321 | 0.911 | 0.411 | 0.082 | 0.527 | 0.303 | 0.095 | 1.907 | −1.561 |
Ophthalmology | 174 | 113 | 61 | 0.064 | 0.916 | 0.595 | 0.321 | 0.064 | 0.354 | 0.246 | 0.090 | 0.194 | 0.488 |
Otolaryngology | 112 | 208 | −96 | −0.101 | 0.590 | 1.095 | −0.505 | −0.101 | 0.423 | −0.219 | 0.056 | −0.898 | 0.012 |
Oncology | 151 | 197 | −46 | −0.048 | 0.795 | 1.037 | −0.242 | −0.048 | 0.422 | −0.079 | 0.065 | −1.352 | 1.220 |
Geriatric medicine | 21 | 266 | −245 | −0.258 | 0.111 | 1.400 | −1.290 | −0.258 | 0.315 | −0.644 | 0.037 | −0.963 | −1.720 |
Dermatology | 70 | 313 | −243 | −0.256 | 0.368 | 1.647 | −1.279 | −0.256 | 0.421 | −0.624 | 0.038 | −1.611 | −0.841 |
Psychiatry | 53 | 403 | −350 | −0.368 | 0.279 | 2.121 | −1.842 | −0.368 | 0.420 | −0.922 | 0.028 | −2.250 | −1.305 |
Rehabilitation | 136 | 155 | −19 | −0.020 | 0.716 | 0.816 | −0.100 | −0.020 | 0.399 | 0.000 | 0.070 | 0.019 | −0.256 |
sum | - | - | - | - | - | - | - | - | - | - | 1.000 | - | - |