| Literature DB >> 35304643 |
Laura C Guglielmetti1, Christian Gingert1,2, Anna Holtz3, Reinhard Westkämper4, Jochen Lange4, Michel Adamina5,6,7.
Abstract
OBJECTIVE: Declining number of applicants and high attrition of residents are a dire reality. Surgeons in training are confronted to various stressors which interfere with their performance and may promote burnout. This study measures stress levels of Swiss surgical residents.Entities:
Mesh:
Year: 2022 PMID: 35304643 PMCID: PMC9174298 DOI: 10.1007/s00268-022-06521-0
Source DB: PubMed Journal: World J Surg ISSN: 0364-2313 Impact factor: 3.282
Demographics of the cohort of Swiss surgical residents
| Total | Male | Female | ||
|---|---|---|---|---|
| Median age (years), (IQR) | 28.95 (27.6–31.0) | 29.16 (27.77–31.23) | 28.70 (27.23–30.71) | < 0.001 |
| 0.006 | ||||
| ≤ 25 years | 14 (0.8) | 3 (0.3) | 11 (1.7) | |
| 25.01–30 years | 959 (56.6) | 530 (61.3) | 428 (65.1) | |
| 30.01–35 years | 429 (25.3) | 250 (28.9) | 179 (27.2) | |
| 35.01–40 years | 99 (5.8) | 66 (7.6) | 33 (5.0) | |
| ≥40 years | 23 (1.4) | 16 (1.8) | 6 (0.9) | |
| 0.14 | ||||
| 2016 | 299 (17.7) | 167 (17.7) | 118 (16.3) | |
| 2017 | 280 (16.5) | 157 (16.7) | 116 (16.0) | |
| 2018 | 253 (14.9) | 144 (15.3) | 104 (14.3) | |
| 2019 | 446 (26.3) | 262 (27.8) | 184 (25.3) | |
| 2020 | 416 (24.6) | 212 (22.5) | 204 (28.1) | |
| Aim | ||||
| 0.226 | ||||
| Surgery | 402 (23.8) | 184 (26.2) | 209 (41.1) | |
| Orthopedics | 406 (24.0) | 285 (40.5) | 112 (22.0) | |
| Urology | 102 (6.0) | 74 (10.5) | 27 (5.3) | |
| Plastic Surgery | 95 (5.6) | 46 (6.5) | 48 (9.4) | |
| Visceral Surgery | 57 (3.4) | 30 (4.3) | 27 (5.3) | |
| Hand Surgery | 33 (1.9) | 17 (2.4) | 16 (3.1) | |
| Pediatric Surgery | 31 (1.8) | 16 (2.3) | 15 (3.0) | |
| All others | 107 (6.3) | 51 (7.3) | 54 (10.6) | |
| Position | 0.798 | |||
| Resident | 1612 (95.2) | 896 (95.2) | 691 (95.2) | |
| Chief resident | 31 (1.8) | 16 (1.7) | 15 (2.1) | |
| Research | 38 (2.2) | 23 (2.4) | 14 (1.9) | |
| Medical school | 0.433 | |||
| N = 467 (100%) | N = 370 (100%) | |||
| Switzerland | 324 (38.7) | 183 (39.2) | 141 (38.1) | |
| Germany | 182 (21.7) | 85 (18.2) | 97 (26.2) | |
| Austria | 163 (19.4) | 99 (21.2) | 63 (17.0) | |
| Italy | 85 (10.1) | 53 (11.3) | 32 (8.7) | |
| France | 84 (10.0) | 47 (10.1) | 37 (10.0) | |
| All others and unknown | 791 (46.7) | 453 (49.2) | 337 (47.7) | |
| < 0.001 | ||||
| Swiss | 662 (39.1) | 378 (40.7) | 283 (39.9) | |
| German | 315 (18.6) | 146 (15.7) | 168 (23.7) | |
| Austrian | 83 (4.9) | 53 (5.7) | 30 (4.2) | |
| Italian | 162 (9.6) | 108 (11.6) | 54 (7.6) | |
| French | 77 (4.5) | 45 (5.0) | 31 (4.4) | |
| All others | 342 (20.2) | 197 (21.1) | 143 (20.2) | |
| Mother tongue | ||||
| 0.313 | ||||
| German | 666 (39.3) | 373 (51.9) | 291 (57.2) | |
| French | 212 (12.5) | 129 (18.0) | 82 (16.1) | |
| Italian | 149 (8.8) | 96 (13.4) | 53 (10.4) | |
| Spanish | 21 (1.2) | 14 (1.9) | 7 (1.4) | |
| All others and unknown | 183 (10–8) | 106 (14.8) | 76 (14.9) | |
| Swiss national mother tongue versus other native language | 1371 (83.4) | 777 (83.5) | 594 (83.3) | 0.894 |
| Median duration of training (months) (IQR) | 12 (4–24) | 12 (6–24) | 12 (2–24) | 0.019 |
IQR interquartile range, Medschool country of graduation from medschool
Perceived stress, perceived helplessness, and perceived self-efficacy according to demographic characteristics
| Median, IQR | PSS 10 score | PH score | PSE score | |||
|---|---|---|---|---|---|---|
| Overall cohort, | 15 (11–19) | 9 (6–13) | 5 (4–7) | |||
| Males, | 14 (10–19) | <0.001 | 9 (6–12) | <0.001 | 5 (4–7) | 0.036 |
| Females, | 15 (11–19) | 10 (7–13) | 5 (4–7) | |||
| 0.5 | 0.028 | 0.675 | ||||
| ≤25 | 16 (10.8–18) | 9 (5.8–12.3) | 6 (4.8–7) | |||
| 25.01–30 | 15 (11–19) | 10 (7–13) | 5 (4–7) | |||
| 30.01–35 | 14 (10–19) | 9 (6–12) | 5 (4–7) | |||
| 35.01–40 | 15 (9–19) | 8 (5–12) | 5 (3–8) | |||
| ≥40 | 13.6 (9.5–18) | 8 (4–11.3) | 6 (4–8) | |||
| 0.031 | 0.101 | 0.048 | ||||
| Surgery | 16 (12–20) | 10 (7–13) | 6 (4–7) | |||
| Orthopedics | 14 (10–19) | 9 (6–12) | 5 (4–7) | |||
| Urology | 15 (10.3–19) | 10 (6–13) | 5 (4–6.5) | |||
| Plastic Surgery | 15 (11.5–19) | 9 (6–13) | 5.5 (4–7) | |||
| Visceral Surgery | 13 (9.5–20.8) | 8.5 (6.8–13.3) | 4.5 (3–7) | |||
| Hand Surgery | 17.5 (14–22) | 11 (9.8–14.8) | 6 (4–8) | |||
| Pediatric Surgery | 15 (10–19.5) | 9 (5–13) | 5 (4–7) | |||
| All others | 15.5 (10–20) | 10 (6–13) | 5 (4–8) | |||
| 0.254 | 0.246 | 0.266 | ||||
| Resident | 13 (7–17.8) | 9 (2.3–12.8) | 4 (4–5) | |||
| Chief resident | 12 (7–18) | 7 (4–12) | 5 (3–6.5) | |||
| Research | 15 (11–19) | 9 (6–12.5) | 6 (4–7) | |||
| 0.205 | 0.428 | <0.001* | ||||
| Switzerland | 14 (11–18) | 9 (7–13) | 5 (3–6) | |||
| Germany | 14 (10–19) | 9 (6–13) | 5 (3–7) | |||
| Austria | 15 (9–19) | 10 (6–12) | 5 (3–6) | |||
| Italy | 16 (10–20) | 10 (5.3–13) | 5.5 (4–7) | |||
| France | 14 (10.3–18.8) | 8.5 (5–11) | 5 (4–7) | |||
| All others | 15 (11–19) | 10 (6–12.3) | 5 (4–7) | |||
| 0.01 | 0.002 | <0.001**** | ||||
| Swiss | 15 (11–19) | ** | 10 (6–13) | *** | 5 (4–7) | |
| German | 15 (11–20) | 10 (7–14) | 5 (4–7) | |||
| Austrian | 13 (10–18) | 9 (6–12) | 5 (3–6.3) | |||
| Italian | 17 (13–20) | 10 (7–13) | 6 (5–8) | |||
| French | 13.5 (8.3–18) | 8 (5–12) | 5 (3–7) | |||
| All others | 14.5 (10–19) | 9 (6–12) | 5.5 (4–7) | |||
| 0.011 | 0.002 | <0.001******* | ||||
| German | 15 (11–19) | ***** | 10 (7–13) | ****** | 5 (4–7) | |
| French | 14 (10–18) | 8 (5–11.5) | 5 (4–7) | |||
| Italian | 16 (13–20) | 10 (7–12) | 6 (5–8) | |||
| Spanish | 14.5 (11.3–19.5) | 8.5 (5.3–9.8) | 6.5 (5–9.8) | |||
| All others | 16 (11–21) | 10 (6–13) | 6 (4–8) | |||
| Swiss national mother tongue versus other native language | 0.691 | 0.466 | 0.04 | |||
| 15 (10–20) | 9 (6–13) | 6 (4–8) | ||||
| 15 (11–19) | 9 (6–13) | 5 (4–7) | ||||
| 0.311 | 0.128 | 0.062 | ||||
| ≤12 M | 15 (10–19) | 9 (6–13) | 5 (4–7) | |||
| 12.01–24 M | 15 (12.19.8) | 10 (7–13) | 5 (4–7) | |||
| 24.01–36 M | 15 (11–19) | 9 (7–13) | 5 (4–8) | |||
| 36.01–48 M | 15 (9.75–20) | 9 (5–12) | 5 (3.75–7) | |||
| 48.01–60 M | 17 (8–20) | 8 (6–13) | 6 (4–8) | |||
| 60.1–72 M | 13 (7.5–18.5) | 6 (4–12.3) | 5 (4–7.5) | |||
| >72 M | 13 (8–17) | 8 (4–12) | 5 (4–7.5) |
*p-value after Bonferroni correction for multiple comparisons: Austria versus all others p = 0.009, Germany versus all others p = 0.012, Switzerland versus all others p = 0.002
**p-value after Bonferroni correction for multiple comparisons: French versus Italian p = 0.030
***p-value after Bonferroni correction for multiple comparisons: French versus Italian p = 0.048, French versus German p = 0.009, all others versus German p = 0.040
****p-value after Bonferroni correction for multiple comparisons: Austrian versus Italian p = 0.001, Swiss versus Italian p < 0.001, German versus Italian p < 0.001
*****p-value after Bonferroni correction for multiple comparisons: French versus Italian p = 0.007
******p-value after Bonferroni correction for multiple comparisons: French versus German p = 0.001
*******p-value after Bonferroni correction for multiple comparisons: German versus all others p = 0.035, German versus Italian p < 0.001, French versus Italian p = 0.011
IQR interquartile range, M months, Medschool country of graduation from medschool
Uni- and multivariable linear regression analysis of perceived stress scores with sex, age, intended specialty, nationality, country of graduation, position, native language, and duration of training as independent variables
| B-coeff | 95% CI | B-coeff | 95% CI | |||||
|---|---|---|---|---|---|---|---|---|
| Lower | Upper | Lower | Upper | |||||
| Male sex | −1.251 | −1.858 | −0.645 | <0.001 | −1.201 | −1.827 | −0.575 | <0.001 |
| −0.02 | −0.112 | 0.069 | 0.645 | |||||
| ≤25 years | −0.315 | −3.462 | 2.831 | 0.844 | ||||
| 25.1–30 years | Ref | Ref | Ref | Ref | ||||
| 30.1–35 years | 0.032 | −1.216 | 1.28 | 0.96 | ||||
| 35.1– > 40 years | −0.499 | −1.666 | 0.667 | 0.401 | ||||
| Surgery | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| Orthopedics | −1.119 | −1.836 | −0.376 | 0.003 | −0.938 | −1.709 | −0.168 | 0.017 |
| Urology | −1.163 | −2.322 | −0.003 | 0.049 | −0.712 | −1.886 | 0.463 | 0.235 |
| Plastic Surgery | −0.651 | −1.869 | 0.567 | 0.294 | −0.762 | −1.981 | 0.457 | 0.22 |
| Visceral Surgery | −2.08 | −3.35 | −0.811 | 0.001 | −1.843 | −3.114 | −0.573 | 0.004 |
| Hand Surgery | 0.895 | −0.976 | 2.767 | 0.348 | 1.174 | −0.705 | 3.053 | 0.221 |
| Pediatric Surgery | −1.143 | −2.957 | 0.672 | 0.217 | −1.08 | −2.891 | 0.731 | 0.242 |
| Other | −0.378 | −1.632 | 0.877 | 0.555 | −0.274 | −1.549 | 1.001 | 0.673 |
| Swiss | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| German | 0.688 | −0.155 | 1.531 | 0.11 | −0.192 | −1.231 | −1.231 | 0.718 |
| Austrian | −0.774 | −2.193 | 0.645 | 0.285 | −1.413 | −2.954 | −2.954 | 0.072 |
| Italian | 1.335 | 0.238 | 2.431 | 0.017 | −0.391 | −2.185 | −2.185 | 0.669 |
| French | −1.154 | −2.59 | 0.281 | 0.115 | −0.872 | −2.591 | −2.591 | 0.32 |
| Other/unknown | 0.14 | −0.646 | 0.927 | 0.726 | −0.936 | −2.102 | −2.102 | 0.115 |
| Switzerland | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| Germany | −0.238 | −1.372 | 0.896 | 0.681 | −0.336 | −1.523 | 0.851 | 0.579 |
| Austria | −0.296 | −1.481 | 0.889 | 0.625 | −0.232 | −1.438 | 0.974 | 0.706 |
| Italy | 0.726 | −0.787 | 2.239 | 0.347 | 1.383 | −0.303 | 3.07 | 0.108 |
| France | −0.545 | −2.091 | 1.001 | 0.489 | 0.17 | −1.57 | 1.911 | 0.848 |
| Others/unknown | 0.798 | 0.001 | 1.595 | 0.05 | 1.126 | 0.016 | 2.236 | 0.047 |
| Resident | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| Research | −0.116 | −2.053 | 1.821 | 0.906 | 0.351 | −1.641 | 2.343 | 0.729 |
| Chief Resident | −1.875 | −4.021 | 0.272 | 0.087 | −2.144 | −4.322 | 0.035 | 0.054 |
| German | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| French | −1.147 | −1.971 | −0.324 | 0.006 | −1.269 | −2.46 | −0.079 | 0.037 |
| Italian | 1.186 | 0.211 | 2.161 | 0.017 | 0.649 | −0.986 | 2.285 | 0.436 |
| Spanish | −0.21 | −2.399 | 1.979 | 0.851 | −0.747 | −3.054 | 1.561 | 0.526 |
| All Others | 0.206 | −0.656 | 1.068 | 0.639 | 0.04 | −1.192 | 1.271 | 0.95 |
| Duration of Training | 0.013 | −0.003 | 0.029 | 0.124 | ||||
| 0.863 | 0.261 | 1.465 | 0.005 | 0.614 | −0.047 | 1.276 | 0.069 | |
| ≤12 M | −0.571 | −1.306 | 0.164 | 0.128 | ||||
| 12.1–24 M | Ref | Ref | Ref | Ref | ||||
| 24.1–36 M | −0.018 | −1.042 | 1.006 | 0.973 | ||||
| 36.1–48 M | −0.559 | −1.798 | 0.68 | 0.376 | ||||
| 48.1–60 M | −0.376 | −2.216 | 1.464 | 0.688 | ||||
| >60 M | −2.19 | −3.995 | −0.384 | 0.017 | ||||
Adjusted R2 = 0.031, ANOVA < 0.001
B-coeff beta coefficient, CI confidence interval, M months, Medschool country of graduation from medschool, Ref reference category
Uni- and multivariable linear regression analysis of perceived helplessness with sex, age, intended specialty, nationality, country of graduation, position, native language, and duration of training as independent variables
| B-coeff | 95% CI | B-coeff | 95% CI | |||||
|---|---|---|---|---|---|---|---|---|
| lower | upper | lower | upper | |||||
| Male sex | −1.135 | −1.613 | −0.658 | <0.001 | −1.154 | −1.67 | −0.639 | <0.001 |
| −0.063 | −0.133 | 0.008 | 0.082 | |||||
| ≤25 years | −0.861 | −3.31 | 1.588 | 0.491 | −0.659 | −3.092 | 1.953 | 0.658 |
| 25.1–30 years | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| 30.1–35 years | 0.272 | −0.698 | 1.243 | 0.582 | −0.002 | −1.012 | 1.007 | 0.996 |
| 35.1– > 40 years | −0.861 | −1.768 | 0.047 | 0.063 | −0.874 | −1.286 | 0.933 | 0.755 |
| Surgery | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| Orthopedics | 0.711 | −1.298 | −0.123 | 0.018 | −0.598 | −1.23 | 0.035 | 0.064 |
| Urology | −0.326 | −1.244 | 0.592 | 0.486 | −0.05 | −1.018 | 0.919 | 0.92 |
| Plastic Surgery | −0.256 | −1.213 | 0.702 | 0.6 | −0.279 | −1.278 | 0.72 | 0.584 |
| Visceral Surgery | −1.241 | −2.238 | −0.244 | 0.015 | −1.081 | −2.094 | −0.068 | 0.036 |
| Hand Surgery | 0.99 | −0.493 | 2.472 | 0.191 | 0.489 | −1.069 | 2.048 | 0.538 |
| Pediatric Surgery | −0.49 | −1.927 | 0.947 | 0.504 | −0.545 | −1.993 | 0.902 | 0.46 |
| Other | −0.247 | −1.236 | 0.743 | 0.625 | −0.056 | −1.114 | 1.003 | 0.918 |
| Swiss | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| German | 0.696 | 0.031 | 1.36 | 0.04 | 0.251 | −0.598 | 1.099 | 0.562 |
| Austrian | −0.445 | −1.559 | 0.668 | 0.433 | −0.785 | −2.018 | 0.449 | 0.212 |
| Italian | 0.368 | −0.492 | 1.229 | 0.401 | −0.016 | −1.504 | 1.473 | 0.984 |
| French | −1.502 | −2.635 | −0.369 | 0.009 | −0.879 | −2.261 | 0.504 | 0.213 |
| Other/unknown | −0.315 | −0.934 | 0.304 | 0.319 | −0.787 | −1.967 | 0.392 | 0.191 |
| Switzerland | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| Germany | −0.205 | −1.097 | 0.688 | 0.653 | −0.457 | −1.427 | 0.513 | 0.355 |
| Austria | −0.198 | −1.132 | 0.735 | 0.677 | −0.258 | −1.253 | 0.736 | 0.61 |
| Italy | −0.11 | −1.307 | 1.088 | 0.858 | 0.727 | −0.627 | 2.081 | 0.292 |
| France | −1.364 | −2.574 | −0.153 | 0.027 | −0.493 | −1.912 | 0.925 | 0.495 |
| Others/unknown | 0.156 | −0.475 | 0.786 | 0.629 | 0.481 | −0.435 | 1.397 | 0.303 |
| Resident | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| Research | −0.682 | −2.2 | 0.836 | 0.379 | −0.626 | −2.21 | 0.958 | 0.438 |
| Chief Resident | −1.515 | −3.197 | 0.167 | 0.077 | −1.741 | −3.585 | 0.103 | 0.064 |
| German | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| French | −1.483 | −2.198 | −0.883 | <0.001 | −1.223 | −2.204 | −0.242 | 0.015 |
| Italian | 0.003 | −0.83 | 0.721 | 0.89 | −0.183 | −1.565 | 1.199 | 0.795 |
| Spanish | −1.537 | −3.348 | 0.159 | 0.075 | −1.645 | −3.623 | 0.333 | 0.103 |
| All Others | −0.269 | −1.017 | 0.363 | 0.353 | 0.106 | −1.073 | 1.286 | 0.859 |
| Duration of Training | 0.003 | −0.01 | 0.015 | 0.674 | ||||
| 0.375 | −0.096 | 0.847 | 0.118 | 0.502 | −0.065 | 1.068 | 0.082 | |
| ≤ 12 M | −0.268 | −0.846 | 0.311 | 0.365 | ||||
| 12.1–24 M | Ref | Ref | Ref | Ref | ||||
| 24.1–36 M | −0.251 | −1.058 | 0.556 | 0.542 | ||||
| 36.1–48 M | −0.542 | −1.52 | 0.436 | 0.277 | ||||
| 48.1–60 M | −0.74 | −2.193 | 0.713 | 0.318 | ||||
| >60 M | −2.1 | −3.513 | −0.687 | 0.004 | ||||
Adjusted R2 = 0.038, ANOVA p < 0.001
B-coeff beta coefficient, CI confidence interval, M months, Medschool country of graduation from medschool, Ref reference category
Uni- and multivariable linear regression analysis of perceived self-efficacy with sex, age, intended specialty, nationality, country of graduation, position, native language, and duration of training as independent variables
| B-coeff | 95% CI | B-coeff | 95% CI | |||||
|---|---|---|---|---|---|---|---|---|
| lower | upper | lower | upper | |||||
| Male sex | −0.13 | −0.394 | 0.133 | 0.331 | ||||
| 0.043 | 0.004 | 0.083 | 0.031 | 0.02 | −0.021 | 0.062 | 0.336 | |
| ≤25 years | 0.551 | −0.819 | 1.92 | 0.43 | ||||
| 25.1–30 years | Ref | Ref | Ref | Ref | ||||
| 30– − 35 years | −0.206 | −0.749 | 0.337 | 0.456 | ||||
| 35.1–>40 years | 0.367 | −0.141 | 0.874 | 0.157 | ||||
| Surgery | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| Orthopedics | −0.417 | −0.738 | −0.096 | 0.011 | −0.492 | −0.829 | −0.155 | 0.004 |
| Urology | −0.867 | −1.367 | −0.368 | <0.001 | −0.655 | −1.178 | −0.132 | 0.014 |
| Plastic Surgery | −0.291 | −0.815 | 0.234 | 0.277 | −0.534 | −1.078 | 0.01 | 0.054 |
| Visceral Surgery | −0.815 | −1.364 | −0.267 | 0.004 | −0.764 | −1.32 | −0.208 | 0.007 |
| Hand Surgery | −0.139 | −0.939 | 0.662 | 0.734 | −0.126 | −0.965 | 0.713 | 0.768 |
| Pediatric Surgery | −0.661 | −1.445 | 0.123 | 0.098 | −0.514 | −1.303 | 0.275 | 0.201 |
| Other | −0.194 | −0.736 | 0.348 | 0.483 | −0.357 | −0.934 | 0.219 | 0.224 |
| Swiss | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| German | 0.002 | −0.36 | 0.365 | 0.991 | −0.212 | −0.672 | 0.247 | 0.365 |
| Austrian | −0.219 | −0.829 | 0.392 | 0.483 | −0.345 | −1.018 | 0.328 | 0.315 |
| Italian | 0.995 | 0.526 | 1.465 | <0.001 | −0.168 | −0.983 | 0.646 | 0.685 |
| French | 0.358 | −0.26 | 0.976 | 0.256 | 0.053 | −0.701 | 0.807 | 0.89 |
| Other/unknown | 0.481 | 0.143 | 0.819 | 0.005 | −0.195 | −0.836 | 0.446 | 0.551 |
| Switzerland | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| Germany | −0.0002 | −0.486 | 0.486 | 1 | −0.037 | −0.567 | 0.492 | 0.89 |
| Austria | −0.115 | −0.622 | 0.391 | 0.655 | −0.259 | −0.802 | 0.284 | 0.349 |
| Italy | 0.835 | 0.185 | 1.485 | 0.012 | 0.479 | −0.258 | 1.216 | 0.202 |
| France | 0.753 | 0.089 | 1.418 | 0.026 | 0.567 | −0.215 | 1.35 | 0.155 |
| Others/unknown | 0.664 | 0.322 | 1.006 | <0.001 | 0.388 | −0.11 | 0.886 | 0.127 |
| Resident | Ref | Ref | Ref | Ref | ||||
| Research | 0.507 | −0.332 | 1.347 | 0.236 | ||||
| Chief Resident | −0.368 | −1.31 | 0.574 | 0.444 | ||||
| German | Ref | Ref | Ref | Ref | Ref | Ref | Ref | Ref |
| French | 0.306 | −0.053 | 0.665 | 0.095 | −0.013 | −0.55 | 0.524 | 0.963 |
| Italian | 1.145 | 0.722 | 1.568 | <0.001 | 0.922 | 0.164 | 1.681 | 0.017 |
| Spanish | 1.308 | 0.353 | 2.263 | 0.007 | 0.665 | −0.413 | 1.744 | 0.226 |
| All Others | 0.457 | 0.081 | 0.833 | 0.017 | 0.242 | −0.401 | 0.884 | 0.461 |
| Duration of Training | 0.011 | 0.003 | 0.018 | 0.003 | ||||
| 0.134 | 0.251 | 0.777 | <0.001 | 0.292 | −0.013 | 0.598 | 0.06 | |
| ≤12 M | −0.327 | −0.643 | −0.01 | 0.043 | ||||
| 12.1–24 M | Ref | Ref | Ref | Ref | ||||
| 24.1–36 M | 0.245 | −0.196 | 0.686 | 0.275 | ||||
| 36.1–48 M | −0.032 | −0.567 | 0.502 | 0.905 | ||||
| 48.1–60 M | 0.348 | −0.446 | 1.142 | 0.39 | ||||
| >60 M | 0.002 | −0.777 | 0.781 | 0.996 | ||||
Adjusted R2 = 0.031, ANOVA p < 0.001
B-coeff beta coefficient, CI confidence interval, M months, Medschool country of graduation from medschool, Ref reference category