Table 3

Mixed logit regression estimates for the general sample

ACEMSURHBSPSYOTH
MLEOR95% CIMLEOR95% CIMLEOR95% CIMLEOR95% CIMLEOR95% CI
Man1.471 (5.63)***4.354.2.610 to 7.2642.495 (15.2)***12.1218.786 to 16.7220.507 (4.43)***1.6601.327 to 2.0770.061 (−0.68)1.0630.891 to 1.2680.626 (6.18)***1.8691.533 to 2.280
BME−1.240 (−9.18)***0.2890.222 to 0.377−0.271 (−2.44)**0.7630.614 to 0.948−0.131 (−1.73)*0.8780.757 to 1.018−0.071 (−0.86)0.9320.793 to 1.095−0.050 (−0.56)0.9510.799 to 1.133
Mature−1.021 (−4.97)***0.3600.222 to 0.377−0.380 (−2.58)***0.6840.512 to 0.913−0.496 (−3.89)***0.6090.474 to 0.7821.071 (5.23)***2.9181.954 to 4.357−1.309 (−4.18)***0.2700.146 to 0.499
UK university0.221 (1.67)*1.2470.963 to 1.6150.728 (7.02)***2.0721.690 to 2.539−0.235(−2.87)***0.7900.673 to 0.928−1.567 (−7.31)***0.2090.137 to 0.318−0.655 (−2.98)***0.5200.338 to 0.799
Constant−1.684 (−4.66)***0.1860.091 to 0.377−2.600 (−12.14)***0.0740.049 to 0.1130.446 (5.03)***1.5621.313 to 1.859−1.384 (−3.26)***0.2510.109 to 0.576−2.962 (−6.83)***0.0520.022 to 0.121
N27 516
Log likelihood−41153.377
  • z scores in parentheses: ***p<0.01; **p<0.05 and *p<0.1; MLE (mixed logit estimate);OR (odds ratio); CI (confidence intervals).

  • Man vs. woman; BME vs. non-BME; mature vs. non-mature (>40 vs.<40 years old); UK university vs. overseas educated student.

  • ACEM, acute care, emergency medicine and anaesthetics; BME, black and minority ethnicity; GP,  general practice; HBS, hospital-based specialties; OTH, pathology, radiology and public health; PSY, psychiatric specialties; SUR, surgical specialties.