Table 5.
Long-term career intention | Univariate analysis | Multivariate analysis | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Clinical academic | Clinical posts with some research | Clinical posts without research | Total | Clinical academic vs no research | Some research vs no research | |||||||||||
Predictor | Group | N | Per cent | N | Per cent | N | Per cent | N | Per cent | df | χ2 | p Value | Wald | p Value | Wald | p Value |
Cohort | 2005 | 117 | 4.5 | 1220 | 46.8 | 1271 | 48.7 | 2608 | 100 | 4 | 52.4 | <0.001 | 2.6 | 0.11 | 19.5 | <0.001 |
2009 | 52 | 2.4 | 876 | 39.7 | 1277 | 57.9 | 2205 | 100 | 7.3 | <0.01 | 0.7 | 0.41 | ||||
2012* | 76 | 3.8 | 806 | 40.8 | 1093 | 55.3 | 1975 | N/A | N/A | N/A | N/A | |||||
Total | 245 | 3.6 | 2902 | 42.8 | 3641 | 53.6 | 6788 | 100 | ||||||||
Gender | Male | 151 | 6.1 | 1152 | 46.6 | 1167 | 47.2 | 2470 | 100 | 2 | 122.0 | <0.001 | 43.4 | <0.001 | 2.9 | 0.09 |
Female* | 94 | 2.2 | 1750 | 40.5 | 2474 | 57.3 | 4318 | 100 | N/A | N/A | N/A | N/A | ||||
Total | 245 | 3.6 | 2902 | 42.8 | 3641 | 53.6 | 6788 | 100 | ||||||||
Ethnic group | White* | 165 | 3.3 | 2001 | 39.8 | 2865 | 56.9 | 5031 | 100 | 4 | 87.2 | <0.001 | N/A | N/A | N/A | N/A |
Asian | 62 | 4.8 | 654 | 51.1 | 563 | 44.0 | 1279 | 100 | 3.7 | 0.05 | 18.2 | <0.001 | ||||
Other | 18 | 3.8 | 247 | 51.7 | 213 | 44.6 | 478 | 100 | 0.1 | 0.70 | 7.1 | <0.01 | ||||
Total | 245 | 3.6 | 2902 | 42.8 | 3641 | 53.6 | 6788 | 100 | ||||||||
Intercalated degree | Yes | 157 | 5.6 | 1446 | 51.5 | 1204 | 42.9 | 2807 | 100 | 2 | 267.5 | <0.001 | 37.2 | <0.001 | 57.3 | <0.001 |
No* | 88 | 2.2 | 1456 | 36.6 | 2437 | 61.2 | 3981 | 100 | N/A | N/A | N/A | N/A | ||||
Total | 245 | 3.6 | 2902 | 42.8 | 3641 | 53.6 | 6788 | 100 | ||||||||
Medical school region | England, old schools* | 88 | 3.0 | 1125 | 38.5 | 1711 | 58.5 | 2924 | 100 | 12 | 207.7 | <0.001 | N/A | N/A | N/A | N/A |
England, new schools | 6 | 1.3 | 175 | 38.7 | 271 | 60.0 | 452 | 100 | 1.1 | 0.30 | 5.2 | <0.05 | ||||
London | 65 | 4.2 | 782 | 50.2 | 711 | 45.6 | 1558 | 100 | 0.4 | 0.55 | 11.7 | <0.01 | ||||
Oxbridge | 33 | 8.1 | 241 | 59.5 | 131 | 32.3 | 405 | 100 | 20.3 | <0.001 | 37.4 | <0.001 | ||||
Scotland | 37 | 4.0 | 397 | 42.7 | 496 | 53.3 | 930 | 100 | 2.4 | 0.12 | 4.0 | <0.05 | ||||
Northern Ireland | 4 | 2.0 | 56 | 27.7 | 142 | 70.3 | 202 | 100 | 0.8 | 0.37 | 5.6 | <0.05 | ||||
Wales | 12 | 3.8 | 126 | 39.7 | 179 | 56.5 | 317 | 100 | 2.1 | 0.14 | 1.9 | 0.16 | ||||
Total | 245 | 3.6 | 2902 | 42.8 | 3641 | 53.6 | 6788 | 100 | ||||||||
First career choice | Hospital Medical Specs* | 73 | 4.8 | 745 | 49.2 | 695 | 45.9 | 1513 | 1000 | 6 | 638.1 | <0.001 | N/A | N/A | N/A | N/A |
Other hospital | 89 | 3.8 | 1105 | 47.1 | 1154 | 49.1 | 2348 | 100 | 0.5 | 0.47 | 0.1 | 0.72 | ||||
General practice | 15 | 0.9 | 375 | 21.4 | 1362 | 77.7 | 1752 | 100 | 45.2 | <0.001 | 241.6 | <0.001 | ||||
Surgery | 68 | 5.8 | 677 | 57.6 | 430 | 36.6 | 1175 | 100 | 1.5 | 0.22 | 16.9 | <0.001 | ||||
Total | 245 | 3.6 | 2902 | 42.8 | 3641 | 53.6 | 6788 | 100 |
*indicates reference category. We discounted 687 respondents who said that they were ‘undecided’ about their long-term career intention: this left 7230 respondents. We also excluded cases where one or more predictors were missing, which reduced the sample size from 7230 to 6788. ‘Univariate’ denotes single factor χ2 test for each predictor. ‘Multivariate’ denotes multinomial logistic regression result for each predictor with all other predictors in the model. Multivariate model fitting (likelihood ratio tests): year of graduation 46.7 on 4 df=11.7 per df; gender 44.7 on 2 df=22.4 per df; intercalated degree status 79.4 on 2 df=39.7 per df; career choice 497.4 on 6 df=82.9 per df; ethnicity 23.2 on 4 df=5.8 per df; medical school region 68.3 on 12 df=5.7 per df.