| Literature DB >> 28910334 |
Nurith Epstein1, Martin R Fischer1.
Abstract
A lack of physician scientists as well as a high female dropout rate from academic medicine and basic life sciences is a concern in many countries. The current study analyzes academic career intentions within a sample of recent doctoral graduates from medicine and basic life sciences (N = 1109), focusing on research self-efficacy beliefs as explanatory variable of gender and disciplinary differences. To ensure that differences in research self-efficacy could not be attributed solely to objective scientific performance, we controlled for number of publications and dissertation grade. The results of multivariate analyses pointed to a strong and significant association between research self-efficacy and academic career intentions (ß = 0.49, p<0.001). The lower academic career intentions of medical doctoral graduates were no longer significant when controlling for research self-efficacy. Within the field of medicine, female doctoral graduates expressed lower research self-efficacy beliefs and academic career intentions. When controlling for research self-efficacy, the correlation between gender and academic career intention was no longer significant. In contrast, no gender differences were found within the basic life sciences with respect to neither academic career intentions nor research self-efficacy.Entities:
Mesh:
Year: 2017 PMID: 28910334 PMCID: PMC5598975 DOI: 10.1371/journal.pone.0184543
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Model variables by field of study and gender.
| Male | Female | |||||||
|---|---|---|---|---|---|---|---|---|
| | 2.18 | 1.30 | 177 | 1.74 | 1.30 | 306 | 0.000 | 0.45 |
| | 2.82 | 0.96 | 177 | 2.38 | 0.90 | 289 | 0.000 | 0.44 |
| | 0.56 | 0.75 | 174 | 0.32 | 0.66 | 283 | 0.000 | 0.24 |
| | 1.01 | 1.20 | 167 | 0.87 | 1.06 | 301 | 0.109 | 0.13 |
| | 0.56 | 1.33 | 183 | 0.36 | 1.25 | 310 | 0.092 | 0.20 |
| | 0.98 | 1.58 | 192 | 0.76 | 1.54 | 327 | 0.058 | 0.22 |
| M | SD | N | M | SD | N | p | d | |
| | 2.46 | 1.40 | 180 | 2.28 | 1.31 | 275 | 0.081 | 0.18 |
| | 3.66 | 0.69 | 173 | 3.59 | 0.71 | 253 | 0.142 | 0.07 |
| | 1.89 | 1.73 | 182 | 1.33 | 1.29 | 280 | 0.000 | 0.57 |
| | 2.21 | 1.88 | 180 | 1.92 | 1.82 | 273 | 0.056 | 0.29 |
| | 2.80 | 2.60 | 196 | 2.2 | 2.1 | 301 | 0.013 | 0.56 |
| | 2.96 | 2.28 | 199 | 2.82 | 1.99 | 302 | 0.456 | 0.14 |
Note: Means (M) and standard deviations (SD) are rounded to the second decimal place; p-values are rounded to the third decimal place, N = number of doctoral graduates, d = effect size/mean difference.
Path analysis—Field differences in research self-efficacy (RSE) and academic career intentions (ACI).
| Independent Variables | Model 1: | Model 2: | Model 3: | ||||||
|---|---|---|---|---|---|---|---|---|---|
| ß | SE | p | ß | SE | p | ß | SE | p | |
| 0.49 | 0.03 | 0.000 | |||||||
| -0.24 | 0.03 | 0.000 | 0.21 | 0.04 | 0.000 | -0.12 | 0.05 | 0.000 | |
| 0.17 | 0.03 | 0.000 | 0.20 | 0.04 | 0.000 | 0.08 | 0.07 | 0.000 | |
| 0.11 | 0.03 | 0.001 | 0.05 | 0.04 | 0.180 | 0.05 | 0.04 | 0.002 | |
| 0.04 | 0.03 | 0.162 | 0.00 | 0.03 | 0.921 | 0.02 | 0.09 | 0.165 | |
| 0.20 | 0.03 | 0.000 | 0.05 | 0.04 | 0.179 | 0.10 | 0.02 | 0.000 | |
| 0.02 | 0.03 | 0.520 | 0.04 | 0.03 | 0.166 | 0.01 | 0.01 | 0.521 | |
| -0.07 | 0.03 | 0.005 | -0.02 | 0.03 | 0.464 | -0.04 | 0.00 | 0.007 | |
| 0.09 | 0.03 | 0.004 | -0.09 | 0.03 | 0.007 | 0.04 | 0.01 | 0.004 | |
| 0.12 | 0.03 | 0.000 | 0.17 | 0.03 | 0.000 | 0.06 | 0.01 | 0.000 | |
| 0.11 | 0.03 | 0.001 | 0.02 | 0.03 | 0.573 | 0.05 | 0.04 | 0.001 | |
| 2.76 | 0.13 | 0.000 | -0.26 | 0.15 | 0.091 | ||||
| 1,109 | 1,109 | ||||||||
| 0.44 | 0.34 | ||||||||
| 88.91 | 58.25 | ||||||||
Note: Standardized coefficients (ß) and standard errors (SE) are rounded to the second decimal place, p-values are rounded to the third decimal place. Missing values replaced full information maximum likelihood estimation.
Gender differences in research self-efficacy beliefs, multivariate regression analyses by field of study.
| Independent Variables | Medicine | Life Sciences | ||||
|---|---|---|---|---|---|---|
| ß | SE | p | ß | SE | p | |
| -0.16 | 0.04 | 0.000 | 0.02 | 0.04 | 0.593 | |
| 0.09 | 0.04 | 0.043 | 0.27 | 0.08 | 0.001 | |
| 0.04 | 0.05 | 0.383 | 0.13 | 0.08 | 0.115 | |
| -0.04 | 0.04 | 0.326 | 0.17 | 0.06 | 0.006 | |
| 0.27 | 0.04 | 0.000 | 0.23 | 0.05 | 0.000 | |
| 0.00 | 0.04 | 0.995 | 0.01 | 0.05 | 0.817 | |
| -0.13 | 0.04 | 0.001 | -0.02 | 0.05 | 0.601 | |
| 0.10 | 0.05 | 0.029 | ||||
| 0.07 | 0.05 | 0.169 | 0.08 | 0.05 | 0.112 | |
| 0.20 | 0.05 | 0.000 | 0.10 | 0.05 | 0.026 | |
| 0.11 | 0.04 | 0.012 | -0.06 | 0.06 | 0.257 | |
| 2.61 | 0.15 | 0.000 | 4.45 | 0.33 | 0.000 | |
| 571 | 538 | |||||
| 0.35 | 0.16 | |||||
| 28.58 | 10.49 | |||||
Note: Standardized coefficients (ß) and standard errors (SE) are rounded to the second decimal place, p-values are rounded to the third decimal place. Missing values replaced full information maximum likelihood estimation.
Stepwise regression analyses by field of study and academic career aspirations as dependent variable.
| Independent Variables | Medicine | Life Sciences | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Model 1med | Model 2med | Model 1ls | Model 2ls | |||||||||
| Std. B | SE | p | Std. B | SE | p | Std. B | SE | p | Std. B | SE | p | |
| 0.46 | 0.04 | 0.000 | 0.32 | 0.04 | 0.000 | |||||||
| -0.10 | 0.04 | 0.010 | -0.03 | 0.04 | 0.394 | 0.02 | 0.04 | 0.724 | 0.01 | 0.04 | 0.822 | |
| 0.17 | 0.05 | 0.000 | 0.13 | 0.04 | 0.002 | 0.27 | 0.07 | 0.000 | 0.19 | 0.07 | 0.009 | |
| 0.06 | 0.05 | 0.169 | 0.04 | 0.04 | 0.316 | 0.02 | 0.08 | 0.812 | -0.01 | 0.07 | 0.859 | |
| 0.01 | 0.04 | 0.811 | 0.03 | 0.04 | 0.372 | 0.00 | 0.06 | 0.951 | -0.05 | 0.06 | 0.392 | |
| 0.26 | 0.05 | 0.000 | 0.13 | 0.04 | 0.002 | 0.09 | 0.05 | 0.077 | 0.02 | 0.05 | 0.653 | |
| -0.03 | 0.05 | 0.535 | -0.03 | 0.04 | 0.447 | 0.09 | 0.05 | 0.058 | 0.08 | 0.05 | 0.071 | |
| -0.11 | 0.04 | 0.007 | -0.05 | 0.04 | 0.209 | -0.02 | 0.05 | 0.713 | 0.00 | 0.05 | 0.943 | |
| 0.15 | 0.05 | 0.002 | 0.11 | 0.04 | 0.011 | |||||||
| -0.06 | 0.05 | 0.248 | -0.10 | 0.05 | 0.043 | -0.06 | 0.05 | 0.170 | -0.09 | 0.04 | 0.049 | |
| 0.23 | 0.05 | 0.000 | 0.15 | 0.05 | 0.003 | 0.21 | 0.05 | 0.000 | 0.18 | 0.04 | 0.000 | |
| 0.02 | 0.04 | 0.607 | -0.03 | 0.04 | 0.466 | 0.03 | 0.06 | 0.593 | 0.05 | 0.05 | 0.391 | |
| 1.51 | 0.14 | 0.000 | 0.30 | 0.17 | 0.076 | 1.24 | 0.28 | 0.000 | -0.19 | 0.33 | 0.566 | |
| 571 | 571 | 538 | 538 | |||||||||
| 0.29 | 0.43 | 0.17 | 0.26 | |||||||||
| 20.76 | 35.08 | 9.79 | 15,37 | |||||||||
Note: Standardized coefficients (ß) and standard errors (SE) are rounded to the second decimal place, p-values are rounded to the third decimal place. Missing values replaced full information maximum likelihood estimation.