Gender differences in submission behavior exacerbate publication disparities in elite journals
Figures
Measures of submission rate, acceptance rate, and rejection rate with tests of statistical significance.
Logistic regression was used for whether they submitted to an elite journal by individual discipline. Linear regression (mixed-effect model) was used to understand the gender difference in number of submissions, acceptance rate, and desk rejection rate to these journals by individual discipline. We controlled for rank in all regression analysis. Error bars represent the 95% confidence interval. All odds ratio and coefficient values are based on women over men. MS: Medical Sciences; NSE: Natural Sciences and Engineering; SS: Social Sciences. ** indicates p < 0.01, * indicates p < 0.05.
Measures of journal consideration, submission rate, and desk rejection rate for most cited papers with odds ratios (women/men).
Error bars represent the 95% confidence interval. We used logistic regression to analyze the relationship between gender and the four variables, while controlling for rank. Regression was done by each discipline separately. MS: Medical Sciences; NSE: Natural Sciences and Engineering; SS: Social Sciences; SNP: Science, Nature, PNAS.
Odds ratio (women/men) and mean value for research quality comparison with peers.
Ordinal logistic regression was used to analyze the relationship between gender and the rating of research quality while controlling for respondents’ rank. Regression was done at the discipline level. Error bars represent the 95% confidence interval. MS: Medical Sciences; NSE: Natural Sciences and Engineering; SS: Social Sciences. * indicates p < 0.05.
Reasons for not submitting to top journals, overall and most cited paper, with odds ratios (women/men).
Logistic regression was employed to analyze the relationship between gender and each of the reasons for not submitting. Regression was done by reason and discipline while controlling for rank. Error bars represent the 95% confidence interval. MS: Medical Sciences; NSE: Natural Sciences and Engineering; SS: Social Sciences. ** indicates p < 0.01, * indicates p < 0.05.
Tables
Recategorized academic rank.
| Questionnaire categories | New categories | Count |
|---|---|---|
| Graduate student | Junior | 991 |
| Postdoctoral fellow | ||
| Research Associate | ||
| Assistant Professor | ||
| Associate Professor | Senior | 3012 |
| Full Professor | ||
| Emeritus Professor | ||
| Non-academic respondents | Non-academic | 737 |
| No answer and other | Unknowns | 65 |
Recategorized research areas to disciplines.
| Disciplinary area | Field | Surveyed | Respondents | Analytical sample |
|---|---|---|---|---|
| Medical Sciences | Biomedical Research | 63,335 | 832 | 678 |
| Clinical Medicine | 152,056 | 1394 | 1134 | |
| Health | 12,807 | 245 | 208 | |
| Natural Sciences and Engineering | Biology | 47,539 | 670 | 543 |
| Chemistry | 36,830 | 395 | 321 | |
| Earth and Space | 36,573 | 576 | 467 | |
| Engineering and Technology | 61,746 | 559 | 406 | |
| Mathematics | 18,674 | 275 | 206 | |
| Physics | 46,694 | 592 | 475 | |
| Social Sciences | Professional Fields | 3480 | 82 | 66 |
| Psychology | 9885 | 243 | 207 | |
| Social Sciences | 4354 | 114 | 94 | |
| Arts and Humanities | Arts | 291 | 9 | / |
| Humanities | 475 | 14 | / | |
| Unknown | Unknown | 42 | 2 | 0 |
| Total | 494,781 | 6002 | 4805 |
Summary of response rate of questionnaire adapted from McGill University – Gender Ethnicity Publishing Study Methods Summary technical report (Indiana University Centre for Survey Research 2019).
McGill University – Gender Ethnicity Publishing Study Methods Summary. Technical Report. Unpublished.
| Disposition | Definition | Count | Response rate (RR2) |
|---|---|---|---|
| Complete (I) | Respondent completed survey | 4944 | 1.2% |
| Partial (P) | Respondent answered at least one question item but did not complete survey | 1058 | |
| Implicit Refusal (R) | Respondent clicked survey link but did not answer any items | 1655 | |
| Nothing Returned (UH) | Respondent did not respond to survey; it is unknown if any email messages were read | 374,341 | |
| Undeliverable (UO) | Recruitment message was not received by intended recipient due to email and/or mailing returns | 108,163 | |
| Not Eligible | Sample member indicated they were not eligible to participate; also includes cases of authors who have deceased since their publication listed in the database | 58 | |
| Total | 490,219 |
Gender composition of population, respondents, and analysis sample.
| Domain | Population/surveyed | Respondents | Analytical sample | |||
|---|---|---|---|---|---|---|
| N | % | N | % | N | % | |
| Men | 286,571 | 57.9 | 3508 | 58.4 | 2832 | 58.9 |
| Women | 129,592 | 26.2 | 1774 | 29.6 | 1435 | 29.9 |
| Unknown | 78,618 | 15.9 | 720 | 12.0 | 538 | 11.2 |
| All | 494,781 | 100.0 | 6002 | 100.0 | 4805 | 100.0 |
Discipline composition of population, respondents, and analysis sample.
| Domain | Population/surveyed | Respondents | Analytical sample | |||
|---|---|---|---|---|---|---|
| N | % | N | % | N | % | |
| MS | 228,198 | 46.1 | 2471 | 41.2 | 2020 | 42.0 |
| SS | 17,719 | 3.6 | 439 | 7.3 | 366 | 7.6 |
| NSE | 248,098 | 50.1 | 3069 | 51.1 | 2419 | 50.3 |
| AH | 766 | 0.2 | 23 | 0.4 | 0.0 | |
| All disciplines | 494,781 | 100.0 | 6002 | 100.0 | 4805 | 100.0 |
Discipline, gender, and academic rank composition of analytical sample.
| MS (N = 2020) | NSE (N = 2419) | SS (N = 366) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Rank/role | Women | Men | Women | Men | Women | Men | ||||||
| N | % | N | % | N | % | N | % | N | % | N | % | |
| Junior | 200 | 24.5 | 228 | 18.9 | 147 | 27.6 | 360 | 19.1 | 31 | 18.7 | 25 | 12.5 |
| Senior | 465 | 57.0 | 762 | 63.3 | 281 | 52.7 | 1219 | 64.6 | 124 | 74.7 | 161 | 80.5 |
| Non-academic | 131 | 16.1 | 189 | 15.7 | 100 | 18.8 | 294 | 15.6 | 10 | 6.0 | 13 | 6.5 |
| Unknown | 20 | 2.5 | 25 | 2.1 | 5 | 0.9 | 13 | 0.7 | 1 | 0.6 | 1 | 0.5 |
Question: ‘For each of the journals listed in the table below, please indicate the appropriate number of manuscripts submitted’—percentage by discipline, journal, and gender ever submitted.
| S.N.P. | Women | Men | ||||||
|---|---|---|---|---|---|---|---|---|
| No | Yes | No response | %Yes | No | Yes | No response | %Yes | |
| MS | 504 | 303 | 9 | 37.5% | 555 | 636 | 13 | 53.4% |
| NSE | 328 | 194 | 11 | 37.2% | 1000 | 860 | 26 | 46.2% |
| SS | 109 | 55 | 2 | 33.5% | 110 | 87 | 3 | 44.2% |
| All disciplines | 941 | 552 | 22 | 37.0% | 1665 | 1583 | 42 | 48.7% |
| NC.SA. | Women | Men | ||||||
| No | Yes | No response | %Yes | No | Yes | No response | %Yes | |
| MS | 670 | 137 | 9 | 17.0% | 902 | 283 | 19 | 23.9% |
| NSE | 429 | 91 | 13 | 17.5% | 1476 | 375 | 35 | 20.3% |
| SS | 158 | 5 | 3 | 3.1% | 181 | 14 | 5 | 7.2% |
| All disciplines | 1257 | 233 | 25 | 15.6% | 2559 | 672 | 59 | 20.8% |
| NEJM.C | Women | Men | ||||||
| No | Yes | No response | %Yes | No | Yes | No response | %Yes | |
| MS | 603 | 204 | 9 | 25.3% | 795 | 390 | 19 | 32.9% |
| NSE | 505 | 12 | 16 | 2.3% | 1816 | 34 | 36 | 1.8% |
| SS | 152 | 11 | 3 | 6.7% | 182 | 13 | 5 | 6.7% |
| All disciplines | 1260 | 227 | 28 | 15.3% | 2793 | 437 | 60 | 13.5% |
Question: ‘For each of the journals listed in the table below, please indicate the appropriate number of manuscripts submitted’—odds ratio (women to men) values for the probability of submitting.
| Journal | Discipline | Odds ratio | Std. Err. | z | p > |z| | 95% CI lower | 95% CI upper | obs |
|---|---|---|---|---|---|---|---|---|
| S.N.P. | MS | 0.54 | 0.05 | –6.45 | 0.000 | 0.45 | 0.65 | 1937 |
| NSE | 0.70 | 0.07 | –3.40 | 0.001 | 0.58 | 0.86 | 2356 | |
| SS | 0.62 | 0.14 | –2.13 | 0.033 | 0.40 | 0.96 | 355 | |
| All disciplines | 0.61 | 0.04 | –7.32 | 0.000 | 0.54 | 0.70 | 4648 | |
| NC.SA. | MS | 0.65 | 0.08 | –3.68 | 0.000 | 0.52 | 0.82 | 1931 |
| NSE | 0.81 | 0.11 | –1.60 | 0.110 | 0.63 | 1.05 | 2346 | |
| SS | 0.35 | 0.19 | –1.91 | 0.056 | 0.12 | 1.02 | 352 | |
| All disciplines | 0.70 | 0.06 | –4.06 | 0.000 | 0.59 | 0.83 | 4629 | |
| NEJM.C. | MS | 0.71 | 0.07 | –3.35 | 0.001 | 0.58 | 0.87 | 1931 |
| NSE | 1.22 | 0.42 | 0.59 | 0.558 | 0.63 | 2.39 | 2342 | |
| SS | 1.08 | 0.46 | 0.18 | 0.859 | 0.47 | 2.50 | 352 | |
| All disciplines | 0.75 | 0.07 | –2.95 | 0.003 | 0.62 | 0.91 | 4625 |
Question: ‘For each of the journals listed in the table below, please indicate the appropriate number of manuscripts submitted’—mean number of manuscript submissions.
| Average number of submissions to S.N.P. | Women | Men | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Obs | Mean | Std. dev. | Min | Max | Obs | Mean | Std. dev. | Min | Max | |
| MS | 303 | 3.60 | 3.51 | 1 | 34 | 636 | 5.12 | 5.41 | 1 | 35 |
| NSE | 194 | 3.04 | 2.38 | 1 | 13 | 860 | 3.95 | 3.95 | 1 | 30 |
| SS | 55 | 2.80 | 3.36 | 1 | 19 | 87 | 4.22 | 5.49 | 1 | 30 |
| All disciplines | 552 | 3.32 | 3.15 | 1 | 34 | 1583 | 4.43 | 4.71 | 1 | 35 |
| Average number of submissions to NC.SA. | Women | Men | ||||||||
| Obs | Mean | Std. dev. | Min | Max | Obs | Mean | Std. dev. | Min | Max | |
| MS | 137 | 1.74 | 1.34 | 1 | 10 | 281 | 1.90 | 1.24 | 1 | 8 |
| NSE | 89 | 1.65 | 1.08 | 1 | 6 | 374 | 1.86 | 1.57 | 1 | 17 |
| SS | 5 | 1.00 | 0.00 | 1 | 1 | 14 | 1.71 | 1.14 | 1 | 5 |
| All disciplines | 231 | 1.69 | 1.23 | 1 | 10 | 14 | 1.71 | 1.14 | 1 | 5 |
| Average number of submissions to NEJM.C. | Women | Men | ||||||||
| Obs | Mean | Std. dev. | Min | Max | Obs | Mean | Std. dev. | Min | Max | |
| MS | 203 | 1.89 | 1.34 | 1 | 10 | 389 | 2.25 | 2.00 | 1 | 16 |
| NSE | 12 | 1.67 | 1.44 | 1 | 6 | 34 | 1.76 | 1.48 | 1 | 8 |
| SS | 11 | 1.64 | 0.92 | 1 | 4 | 13 | 1.15 | 0.38 | 1 | 2 |
| All disciplines | 226 | 1.86 | 1.32 | 1 | 10 | 436 | 2.18 | 1.95 | 1 | 16 |
Question: ‘For each of the journals listed in the table below, please indicate the appropriate number of manuscripts submitted’—mixed linear regression.
| Journal | Discipline | Coefficient | Std. dev. | t | p > |t| | 95% CI lower | 95% CI upper | obs |
|---|---|---|---|---|---|---|---|---|
| S.N.P. | MS | –1.46 | 0.34 | –4.26 | 0.000 | –2.14 | –0.79 | 921 |
| NSE | –0.80 | 0.30 | –2.69 | 0.007 | –1.39 | –0.22 | 1042 | |
| SS | –1.35 | 0.84 | –1.61 | 0.110 | –3.00 | 0.31 | 140 | |
| All disciplines | –1.19 | 0.22 | –5.41 | 0.000 | –1.62 | –0.76 | 2103 | |
| NC.SA. | MS | –0.19 | 0.13 | –1.41 | 0.161 | –0.45 | 0.08 | 411 |
| NSE | –0.19 | 0.18 | –1.09 | 0.276 | –0.54 | 0.16 | 459 | |
| SS | –0.71 | 0.54 | –1.32 | 0.207 | –1.86 | 0.44 | 19 | |
| All disciplines | –0.20 | 0.11 | –1.89 | 0.059 | –0.42 | 0.01 | 889 | |
| NEJM.C. | MS | –0.36 | 0.15 | –2.39 | 0.017 | –0.65 | –0.06 | 575 |
| NSE | –0.08 | 0.50 | –0.17 | 0.867 | –1.10 | 0.93 | 46 | |
| SS | 0.59 | 0.32 | 1.84 | 0.081 | –0.08 | 1.26 | 24 | |
| All disciplines | –0.31 | 0.14 | –2.23 | 0.026 | –0.58 | –0.04 | 645 |
Question: ‘For each of the journals listed in the table below, please indicate the appropriate number of manuscripts accepted’—mean acceptance rate.
| Acceptance rate of S.N.P. | Women | Men | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Obs | Mean | Std. dev. | Min | Max | Obs | Mean | Std. dev. | Min | Max | |
| MS | 262 | 0.30 | 0.35 | 0 | 1 | 565 | 0.30 | 0.34 | 0 | 1 |
| NSE | 177 | 0.25 | 0.35 | 0 | 1 | 798 | 0.24 | 0.34 | 0 | 1 |
| SS | 53 | 0.28 | 0.38 | 0 | 1 | 80 | 0.24 | 0.36 | 0 | 1 |
| All disciplines | 492 | 0.28 | 0.35 | 0 | 1 | 1443 | 0.26 | 0.34 | 0 | 1 |
| Acceptance rate of NC.SA. | Women | Men | ||||||||
| Obs | Mean | Std. dev. | Min | Max | Obs | Mean | Std. dev. | Min | Max | |
| MS | 137 | 0.27 | 0.39 | 0 | 1 | 281 | 0.32 | 0.39 | 0 | 1 |
| NSE | 89 | 0.30 | 0.41 | 0 | 1 | 374 | 0.36 | 0.42 | 0 | 1 |
| SS | 5 | 0.20 | 0.45 | 0 | 1 | 14 | 0.24 | 0.42 | 0 | 1 |
| All disciplines | 231 | 0.28 | 0.40 | 0 | 1 | 669 | 0.34 | 0.41 | 0 | 1 |
| Acceptance rate of NEJM.C. | Women | Men | ||||||||
| Obs | Mean | Std. dev. | Min | Max | Obs | Mean | Std. dev. | Min | Max | |
| MS | 202 | 0.27 | 0.38 | 0 | 1 | 388 | 0.26 | 0.36 | 0 | 1 |
| NSE | 12 | 0.17 | 0.33 | 0 | 1 | 34 | 0.18 | 0.34 | 0 | 1 |
| SS | 11 | 0.39 | 0.47 | 0 | 1 | 13 | 0.04 | 0.14 | 0 | 0.5 |
| All disciplines | 225 | 0.27 | 0.38 | 0 | 1 | 435 | 0.25 | 0.36 | 0 | 1 |
Question: ‘For each of the journals listed in the table below, please indicate the appropriate number of manuscripts accepted’—linear regression.
| Journal | Discipline | Coefficient | Std. dev. | t | p > |t| | 95% CI lower | 95% CI upper | obs |
|---|---|---|---|---|---|---|---|---|
| S.N.P. | MS | 0.00 | 0.03 | 0.01 | 0.989 | –0.05 | 0.05 | 810 |
| NSE | 0.01 | 0.03 | 0.48 | 0.628 | –0.04 | 0.07 | 964 | |
| SS | 0.05 | 0.07 | 0.78 | 0.435 | –0.08 | 0.18 | 132 | |
| All disciplines | 0.01 | 0.02 | 0.57 | 0.566 | –0.03 | 0.05 | 1906 | |
| NC.SA. | MS | –0.05 | 0.04 | –1.15 | 0.252 | –0.13 | 0.03 | 411 |
| NSE | –0.07 | 0.05 | –1.42 | 0.156 | –0.17 | 0.03 | 459 | |
| SS | –0.04 | 0.22 | –0.16 | 0.877 | –0.51 | 0.44 | 19 | |
| All disciplines | 0.06 | 0.03 | –1.78 | 0.075 | –0.12 | 0.01 | 889 | |
| NEJM.C. | MS | 0.02 | 0.03 | 0.65 | 0.517 | –0.04 | 0.08 | 573 |
| NSE | –0.02 | 0.11 | –0.15 | 0.885 | –0.25 | 0.21 | 46 | |
| SS | 0.43 | 0.15 | 2.79 | 0.011 | 0.11 | 0.74 | 24 | |
| All disciplines | 0.03 | 0.03 | 1.07 | 0.287 | –0.03 | 0.09 | 643 |
Question: ‘For each of the journals listed in the table below, please indicate the appropriate number of manuscripts rejected’—mean desk rejection rate.
| Desk rejection rate of S.N.P. | Women | Men | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Obs | Mean | Std. dev. | Min | Max | Obs | Mean | Std. dev. | Min | Max | |
| MS | 262 | 0.76 | 0.34 | 0 | 1 | 565 | 0.79 | 0.28 | 0 | 1 |
| NSE | 172 | 0.81 | 0.31 | 0 | 1 | 764 | 0.79 | 0.29 | 0 | 1 |
| SS | 46 | 0.85 | 0.26 | 0 | 1 | 75 | 0.87 | 0.24 | 0 | 1 |
| All disciplines | 480 | 0.79 | 0.32 | 0 | 1 | 1404 | 0.80 | 0.28 | 0 | 1 |
| Desk rejection rate of NC.SA. | Women | Men | ||||||||
| Obs | Mean | Std. dev. | Min | Max | Obs | Mean | Std. dev. | Min | Max | |
| MS | 105 | 0.80 | 0.34 | 0 | 1 | 210 | 0.77 | 0.35 | 0 | 1 |
| NSE | 64 | 0.72 | 0.38 | 0 | 1 | 266 | 0.74 | 0.37 | 0 | 1 |
| SS | 4 | 0.75 | 0.50 | 0 | 1 | 11 | 0.86 | 0.25 | 0 | 1 |
| All disciplines | 173 | 0.77 | 0.36 | 0 | 1 | 487 | 0.76 | 0.36 | 0 | 1 |
| Desk rejection rate of NEJM.C. | Women | Men | ||||||||
| Obs | Mean | Std. dev. | Min | Max | Obs | Mean | Std. dev. | Min | Max | |
| MS | 161 | 0.68 | 0.40 | 0 | 1 | 320 | 0.67 | 0.40 | 0 | 1 |
| NSE | 9 | 0.72 | 0.44 | 0 | 1 | 28 | 0.71 | 0.43 | 0 | 1 |
| SS | 6 | 0.83 | 0.26 | 0.5 | 1 | 13 | 0.88 | 0.30 | 0 | 1 |
| All disciplines | 176 | 0.68 | 0.39 | 0 | 1 | 361 | 0.68 | 0.40 | 0 | 1 |
Question: ‘For each of the journals listed in the table below, please indicate the appropriate number of manuscripts rejected’—linear regression.
| Journal | Discipline | Coefficient | Std. dev. | t | p > |t| | 95% CI lower | 95% CI upper | obs |
|---|---|---|---|---|---|---|---|---|
| S.N.P. | MS | –0.03 | 0.02 | –1.33 | 0.185 | –0.07 | 0.01 | 809 |
| NSE | 0.03 | 0.03 | 1.01 | 0.314 | –0.02 | 0.07 | 928 | |
| SS | 0.00 | 0.05 | –0.09 | 0.928 | –0.09 | 0.09 | 119 | |
| All disciplines | 0.00 | 0.02 | –0.31 | 0.757 | –0.04 | 0.03 | 1856 | |
| NC.SA. | MS | 0.04 | 0.04 | 0.96 | 0.336 | –0.04 | 0.12 | 311 |
| NSE | –0.03 | 0.05 | –0.61 | 0.542 | –0.14 | 0.07 | 326 | |
| SS | –0.14 | 0.20 | –0.71 | 0.494 | –0.59 | 0.30 | 15 | |
| All disciplines | 0.01 | 0.03 | 0.17 | 0.867 | –0.06 | 0.07 | 652 | |
| NEJM.C. | MS | 0.02 | 0.04 | 0.37 | 0.708 | –0.06 | 0.09 | 467 |
| NSE | 0.03 | 0.17 | 0.18 | 0.862 | –0.32 | 0.38 | 37 | |
| SS | –0.09 | 0.17 | –0.53 | 0.607 | –0.45 | 0.27 | 19 | |
| All disciplines | 0.01 | 0.04 | 0.33 | 0.741 | –0.06 | 0.09 | 523 |
Question: ‘Please indicate the reason(s) why you did not consider submitting a manuscript to journal name taken from response to the previous question’—number of respondents and percentage selecting response by discipline and gender.
| Reasons for not submitting to S.N.P. | MS | NSE | SS | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Women | Men | Women | Women | Men | Women | |||||||
| Total | %Yes | Total | %Yes | Total | %Yes | Total | %Yes | Total | %Yes | Total | %Yes | |
| Work was not of high enough quality | 501 | 36% | 553 | 41% | 328 | 37% | 998 | 27% | 109 | 33% | 110 | 30% |
| Work fell outside the scope of the journal | 501 | 61% | 553 | 55% | 328 | 46% | 998 | 49% | 109 | 72% | 110 | 59% |
| Work was not groundbreaking or sufficiently novel | 501 | 52% | 553 | 50% | 328 | 53% | 998 | 44% | 109 | 53% | 110 | 40% |
| Work would fit better in a more specialized journal | 501 | 56% | 553 | 63% | 328 | 64% | 998 | 70% | 109 | 58% | 110 | 69% |
| Work would reach a wider audience in another journal | 501 | 9% | 553 | 13% | 328 | 16% | 998 | 17% | 109 | 7% | 110 | 8% |
| Co-authors wished to submit the manuscript elsewhere | 501 | 7% | 553 | 7% | 328 | 9% | 998 | 5% | 109 | 6% | 110 | 5% |
| I was advised against submitting to this journal | 501 | 6% | 553 | 4% | 328 | 8% | 998 | 5% | 109 | 6% | 110 | 5% |
| Reasons for not submitting to NC.SA. | MS | NSE | SS | |||||||||
| Women | Men | Women | Women | Men | Women | |||||||
| n | %Yes | n | %Yes | n | %Yes | n | %Yes | n | %Yes | n | %Yes | |
| Work was not of high enough quality | 667 | 22% | 894 | 23% | 427 | 21% | 1467 | 15% | 157 | 12% | 180 | 17% |
| Work fell outside the scope of the journal | 667 | 46% | 894 | 37% | 427 | 33% | 1467 | 34% | 157 | 61% | 180 | 53% |
| Work was not groundbreaking or sufficiently novel | 667 | 32% | 894 | 29% | 427 | 37% | 1467 | 28% | 157 | 29% | 180 | 23% |
| Work would fit better in a more specialized journal | 667 | 42% | 894 | 47% | 427 | 53% | 1467 | 52% | 157 | 39% | 180 | 51% |
| Work would reach a wider audience in another journal | 667 | 9% | 894 | 14% | 427 | 13% | 1467 | 17% | 157 | 10% | 180 | 11% |
| Co-authors wished to submit the manuscript elsewhere | 667 | 9% | 894 | 9% | 427 | 10% | 1467 | 8% | 157 | 6% | 180 | 4% |
| I was advised against submitting to this journal | 667 | 4% | 894 | 4% | 427 | 3% | 1467 | 3% | 157 | 3% | 180 | 2% |
| Reasons for not submitting to NEJM.C. | MS | NSE | SS | |||||||||
| Women | Men | Women | Women | Men | Women | |||||||
| n | %Yes | n | %Yes | n | %Yes | n | %Yes | n | %Yes | n | %Yes | |
| Work was not of high enough quality | 602 | 34% | 791 | 31% | 503 | 6% | 1801 | 4% | 151 | 15% | 180 | 8% |
| Work fell outside the scope of the journal | 602 | 83% | 791 | 80% | 503 | 84% | 1801 | 86% | 151 | 93% | 180 | 90% |
| Work was not groundbreaking or sufficiently novel | 602 | 38% | 791 | 33% | 503 | 8% | 1801 | 5% | 151 | 21% | 180 | 12% |
| Work would fit better in a more specialized journal | 602 | 37% | 791 | 35% | 503 | 13% | 1801 | 13% | 151 | 24% | 180 | 27% |
| Work would reach a wider audience in another journal | 602 | 5% | 791 | 7% | 503 | 3% | 1801 | 4% | 151 | 5% | 180 | 6% |
| Co-authors wished to submit the manuscript elsewhere | 602 | 5% | 791 | 6% | 503 | 2% | 1801 | 2% | 151 | 5% | 180 | 3% |
| I was advised against submitting to this journal | 602 | 4% | 791 | 4% | 503 | 0% | 1801 | 0% | 151 | 2% | 180 | 1% |
Question: ‘Please indicate the reason(s) why you did not consider submitting a manuscript to journal name taken from response to the previous question’—odds ratio (women to men) values.
| Reasons why did not consider submitting papers to top journals | S.N.P. | NC.SA. | NEJM.C. | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MS | NSE | SS | All displ. | MS | NSE | SS | All displ. | MS | NSE | SS | All displ. | |
| Work was not of high enough quality | 0.83 | 1.59† | 1.04 | 1.12 | 0.91 | 1.51† | 0.60 | 1.08 | 1.10 | 1.51 | 1.69 | 1.21 |
| Work fell outside the scope of the journal | 1.27 | 0.94 | 1.84* | 1.14 | 1.42† | 1.01 | 1.41 | 1.24† | 1.20 | 0.92 | 1.41 | 1.08 |
| Work was not groundbreaking or sufficiently novel | 1.24* | 1.47† | 1.69* | 1.26† | 1.13 | 1.41† | 1.27 | 1.26† | 1.18 | 1.60* | 1.71 | 1.31† |
| Work would fit better in a more specialized journal | 0.74* | 0.72* | 0.58 | 0.72* | 0.82 | 1.02 | 0.60* | 0.87 | 1.06 | 1.01 | 0.81 | 1.01 |
| Work would reach a wider audience in another journal | 0.61* | 0.93 | 0.92 | 0.78 | 0.58† | 0.74 | 0.90 | 0.68† | 0.71 | 0.81 | 0.80 | 0.76 |
| Co-authors wished to submit the manuscript elsewhere | 1.02 | 1.70* | 1.31 | 1.32 | 1.00 | 1.17 | 1.34 | 1.09 | 0.88 | 1.09 | 1.34 | 0.97 |
| I was advised against submitting to this journal | 1.30 | 1.69* | 1.37 | 1.48* | 0.87 | 0.77 | 1.73 | 0.87 | 1.24 | 1.11 | 1.52 | 1.25 |
| I was unaware of this journal | ‡No one reported they were unaware of the top journals | |||||||||||
-
*
indicates p < 0.05.
-
†
indicates p < 001.
-
‡
Insufficient sample.
Question: ‘For your published manuscript <Title of the respondent’s most cited paper>, did you ever consider submitting it to a journal other than ?’—percentage by discipline, and gender.
| Discipline | Women | Men | ||||||
|---|---|---|---|---|---|---|---|---|
| No | Yes | Total | %Yes | No | Yes | Total | %Yes | |
| MS | 370 | 432 | 802 | 53.9% | 559 | 616 | 1175 | 52.4% |
| NSE | 273 | 248 | 521 | 47.6% | 1038 | 814 | 1852 | 44.0% |
| SS | 80 | 84 | 164 | 51.2% | 101 | 92 | 193 | 47.7% |
| All disciplines | 723 | 764 | 1487 | 51.4% | 1698 | 1522 | 3220 | 47.3% |
Question: ‘For your published manuscript <Title of the respondent’s most cited paper>, did you ever consider submitting it to a journal other than ?’—odds ratio (women to men) values.
| Other journals | F/M odds ratio | Std. err | z | p > |z| | 95% CI lower | 95% CI upper | obs |
|---|---|---|---|---|---|---|---|
| MS | 1.07 | 0.100 | 0.67 | 0.50 | 0.89 | 1.28 | 1914 |
| NSE | 1.12 | 0.113 | 1.14 | 0.26 | 0.92 | 1.37 | 2351 |
| SS | 1.16 | 0.250 | 0.68 | 0.50 | 0.76 | 1.77 | 351 |
| All disciplines | 1.10 | 0.072 | 1.40 | 0.16 | 0.96 | 1.25 | 4616 |
Question: ‘Before publication of your manuscript,<Title of the respondent’s most cited paper>, did you ever consider submitting it to the journals listed in the table below?’—percentage by discipline, journal, and gender.
| Consider submitting to S.N.P. | Women | Men | ||||||
|---|---|---|---|---|---|---|---|---|
| No | Yes | Total | %Yes | No | Yes | Total | %Yes | |
| MS | 721 | 76 | 797 | 9.5% | 1029 | 143 | 1172 | 12.2% |
| NSE | 478 | 40 | 518 | 7.7% | 1702 | 148 | 1850 | 8.0% |
| SS | 157 | 6 | 163 | 3.7% | 185 | 13 | 198 | 6.6% |
| All disciplines | 1356 | 122 | 1478 | 8.3% | 2916 | 304 | 3220 | 9.4% |
| Consider submitting to NC.SA. | Women | Men | ||||||
| No | Yes | Total | %Yes | No | Yes | Total | %Yes | |
| MS | 743 | 32 | 775 | 4.1% | 1082 | 46 | 1128 | 4.1% |
| NSE | 486 | 17 | 503 | 3.4% | 1747 | 47 | 1794 | 2.6% |
| SS | 161 | 1 | 162 | 0.6% | 194 | 0 | 194 | 0.0% |
| All disciplines | 1390 | 50 | 1440 | 3.5% | 3023 | 93 | 3116 | 3.0% |
| Consider submitting to NEJM.C. | Women | Men | ||||||
| No | Yes | Total | %Yes | No | Yes | Total | %Yes | |
| MS | 749 | 42 | 791 | 5.3% | 1078 | 73 | 1151 | 6.3% |
| NSE | 500 | 2 | 502 | 0.4% | 1788 | 3 | 1791 | 0.2% |
| SS | 163 | 0 | 163 | 0.0% | 192 | 2 | 194 | 1.0% |
| All disciplines | 1412 | 44 | 1456 | 3.0% | 3058 | 78 | 3136 | 2.5% |
Question: ‘Before publication of your manuscript,<Title of the respondent’s most cited paper>, did you ever consider submitting it to the journals listed in the table below?’—odds ratio (women to men) values.
| Journal | W/M odds ratio | Std. err | z | p > |z| | 95% CI lower | 95% CI upper | obs | |
|---|---|---|---|---|---|---|---|---|
| S.N.P. | MS | 0.79 | 0.120 | –1.53 | 0.126 | 0.59 | 1.07 | 1907 |
| NSE | 0.96 | 0.181 | –0.21 | 0.83 | 0.66 | 1.39 | 2342 | |
| SS | 0.54 | 0.275 | –1.21 | 0.227 | 0.20 | 1.47 | 355 | |
| All disciplines | 0.83 | 0.096 | –1.59 | 0.112 | 0.66 | 1.04 | 4604 | |
| NC.SA. | MS | 1.01 | 0.240 | 0.05 | 0.961 | 0.64 | 1.61 | 1844 |
| NSE | 1.05 | 0.321 | 0.16 | 0.873 | 0.58 | 1.91 | 2272 | |
| SS | Insufficient sample | |||||||
| All disciplines | 1.05 | 0.196 | 0.25 | 0.801 | 0.73 | 1.51 | 4466 | |
| NEJM.C. | MS | 0.84 | 0.170 | –0.87 | 0.386 | 0.56 | 1.25 | 1882 |
| NSE | 2.44 | 2.246 | 0.97 | 0.333 | 0.40 | 14.84 | 2268 | |
| SS | Insufficient sample | |||||||
| All disciplines | 0.85 | 0.166 | –0.85 | 0.393 | 0.57 | 1.24 | 4501 | |
Question: ‘Before publication of your manuscript,<Title of the respondent’s most cited paper>, did you ever submit it to the journals listed in the table below?’—percentage by discipline, journal, and gender.
| Submitted to S.N.P. | Women | Men | ||||||
|---|---|---|---|---|---|---|---|---|
| No | Yes | Total | %Yes | No | Yes | Total | %Yes | |
| MS | 37 | 38 | 75 | 50.7% | 58 | 81 | 139 | 58.3% |
| NSE | 22 | 17 | 39 | 43.6% | 64 | 80 | 144 | 55.6% |
| SS | 1 | 4 | 5 | 80.0% | 5 | 8 | 13 | 61.5% |
| All disciplines | 60 | 59 | 119 | 49.6% | 127 | 169 | 296 | 57.1% |
| Submitted to NC.SA. | Women | Men | ||||||
| No | Yes | Total | %Yes | No | Yes | Total | %Yes | |
| MS | 19 | 14 | 33 | 42.4% | 25 | 27 | 52 | 51.9% |
| NSE | 13 | 7 | 20 | 35.0% | 35 | 21 | 56 | 37.5% |
| SS | 1 | 0 | 1 | 0.0% | 0 | 0 | 0 | 0 |
| All disciplines | 33 | 21 | 54 | 38.9% | 60 | 48 | 108 | 44.4% |
| Submitted to NEJM.C. | Women | Men | ||||||
| No | Yes | Total | %Yes | No | Yes | Total | %Yes | |
| MS | 29 | 13 | 42 | 31.0% | 40 | 31 | 71 | 43.7% |
| NSE | 2 | 0 | 2 | 0.0% | 2 | 0 | 2 | 0.0% |
| SS | 0 | 0 | 0 | 0 | 2 | 0 | 2 | 0.0% |
| All disciplines | 31 | 13 | 44 | 29.5% | 44 | 31 | 75 | 41.3% |
Question: ‘Before publication of your manuscript, <Title of the respondent’s most cited paper>, did you ever submit it to the journals listed in the table below?’—odds ratio (women to men) values for the probability of submitting.
| Journal | Discipline | W/M odds ratio | Std. err | z | p > |z| | 95% CI lower | 95% CI upper | obs |
|---|---|---|---|---|---|---|---|---|
| S.N.P. | MS | 0.75 | 0.22 | –0.99 | 0.321 | 0.43 | 1.32 | 210 |
| NSE | 0.65 | 0.24 | –1.19 | 0.234 | 0.31 | 1.33 | 180 | |
| SS | 2.50 | 3.14 | 0.73 | 0.465 | 0.21 | 29.25 | 18 | |
| All disciplines | 0.74 | 0.17 | –1.35 | 0.177 | 0.48 | 1.15 | 408 | |
| NC.SA. | MS | 0.69 | 0.32 | –0.82 | 0.414 | 0.28 | 1.70 | 84 |
| NSE | 1.06 | 0.61 | 0.10 | 0.918 | 0.35 | 3.25 | 73 | |
| SS | No one submitted to NC.SA. | |||||||
| All disciplines | 0.80 | 0.29 | –0.61 | 0.540 | 0.40 | 1.62 | 157 | |
| NEJM.C. | MS | 0.55 | 0.23 | –1.42 | 0.157 | 0.24 | 1.26 | 111 |
| NSE | No one submitted to NEJM.C. | |||||||
| SS | No one submitted to NEJM.C. | |||||||
| All disciplines | 0.57 | 0.24 | –1.35 | 0.178 | 0.25 | 1.29 | 117 | |
Question: ‘Was your manuscript <Title of the respondent’s most cited paper> sent out for peer review before being rejected by the journals listed in the table below?’—percentage by discipline, journal, and gender.
| Sent out for peer review S.N.P. | Women | Men | ||||||
|---|---|---|---|---|---|---|---|---|
| No | Yes | Total | %DeskRej | No | Yes | Total | %DeskRej | |
| MS | 26 | 10 | 36 | 72.2% | 62 | 19 | 81 | 76.5% |
| NSE | 14 | 3 | 17 | 82.4% | 58 | 22 | 80 | 72.5% |
| SS | 3 | 1 | 4 | 75.0% | 8 | 0 | 8 | 100.0% |
| All disciplines | 43 | 14 | 57 | 75.4% | 128 | 41 | 169 | 75.7% |
| Sent out for peer review NC.SA. | Women | Men | ||||||
| No | Yes | Total | %DeskRej | No | Yes | Total | %DeskRej | |
| MS | 12 | 2 | 14 | 85.7% | 21 | 7 | 28 | 75.0% |
| NSE | 7 | 1 | 8 | 87.5% | 17 | 4 | 21 | 81.0% |
| SS | No responses | |||||||
| All disciplines | 19 | 3 | 22 | 86.4% | 31 | 11 | 49 | 77.6% |
| Sent out for peer review NEJM.C. | Women | Men | ||||||
| No | Yes | Total | %DeskRej | No | Yes | Total | %DeskRej | |
| MS | 5 | 8 | 13 | 38.5% | 27 | 5 | 32 | 84.4% |
| NSE | No responses | |||||||
| SS | ||||||||
Question: ‘Was your manuscript <Title of the respondent’s most cited paper> sent out for peer review before being rejected by the journals listed in the table below?’—odds ratio (women to men) values.
| Journal | Discipline | W/M odds ratio | Std. err | z | p > |z| | 95% CI lower | 95% CI upper | obs |
|---|---|---|---|---|---|---|---|---|
| S.N.P. | MS | 0.48 | 0.66 | 0.74 | 0.46 | 0.56 | 3.52 | 114 |
| NSE | 1.41 | 0.33 | –1.05 | 0.29 | 0.12 | 1.88 | 95 | |
| SS | Insufficient sample | |||||||
| All disciplines | 1.13 | 0.41 | 0.32 | 0.75 | 0.55 | 2.31 | 221 | |
| NC.SA. | MS | 0.43 | 0.38 | –0.95 | 0.34 | 0.07 | 2.46 | 36 |
| NSE | 0.70 | 0.90 | –0.28 | 0.78 | 0.06 | 8.82 | 27 | |
| SS | No responses | |||||||
| All disciplines | 0.50 | 0.37 | –0.95 | 0.35 | 0.12 | 2.10 | 63 | |
| NEJM.C. | MS | 13.07 | 10.96 | 3.07 | 0.00 | 2.53 | 67.60 | 44 |
| NSE | No responses | |||||||
| SS | ||||||||
Question: ‘Please indicate the reason(s) why you did not consider submitting your manuscript <Title of the respondent’s most cited paper> to the journals listed below.’—number of respondents and percentage selecting response by discipline and gender.
| Reasons for not submitting to S.N.P. | MS | NSE | SS | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Women | Men | Women | Men | Women | Men | |||||||
| n | %Yes | n | %Yes | n | %Yes | n | %Yes | n | %Yes | n | %Yes | |
| Work was not of high enough quality | 719 | 25% | 1027 | 30% | 475 | 21% | 1696 | 18% | 156 | 27% | 185 | 18% |
| Work fell outside the scope of the journal | 719 | 45% | 1027 | 44% | 475 | 35% | 1696 | 40% | 156 | 62% | 185 | 60% |
| Work was not groundbreaking or sufficiently novel | 719 | 45% | 1027 | 44% | 475 | 48% | 1696 | 39% | 156 | 39% | 185 | 30% |
| Work would fit better in a more specialized journal | 719 | 53% | 1027 | 53% | 475 | 60% | 1696 | 63% | 156 | 46% | 185 | 57% |
| Work would reach a wider audience in another journal | 719 | 8% | 1027 | 9% | 475 | 12% | 1697 | 14% | 156 | 8% | 185 | 11% |
| Co-authors wished to submit the manuscript elsewhere | 719 | 7% | 1027 | 6% | 475 | 8% | 1697 | 4% | 156 | 6% | 185 | 3% |
| I was advised against submitting to this journal | 719 | 5% | 1027 | 3% | 475 | 3% | 1696 | 2% | 156 | 2% | 185 | 2% |
| Reasons for not submitting to NC.SA. | MS | NSE | SS | |||||||||
| Women | Men | Women | Women | Men | Women | |||||||
| n | %Yes | n | %Yes | n | %Yes | n | %Yes | n | %Yes | n | %Yes | |
| Work was not of high enough quality | 732 | 19% | 1076 | 22% | 481 | 14% | 1731 | 13% | 159 | 14% | 189 | 12% |
| Work fell outside the scope of the journal | 732 | 41% | 1076 | 38% | 481 | 31% | 1731 | 33% | 159 | 63% | 189 | 58% |
| Work was not groundbreaking or sufficiently novel | 732 | 34% | 1076 | 32% | 481 | 38% | 1731 | 30% | 159 | 29% | 189 | 21% |
| Work would fit better in a more specialized journal | 732 | 46% | 1076 | 45% | 481 | 52% | 1731 | 55% | 159 | 32% | 189 | 43% |
| Work would reach a wider audience in another journal | 732 | 8% | 1076 | 11% | 481 | 10% | 1731 | 12% | 159 | 5% | 189 | 7% |
| Co-authors wished to submit the manuscript elsewhere | 732 | 6% | 1076 | 6% | 481 | 6% | 1732 | 5% | 159 | 8% | 189 | 2% |
| I was advised against submitting to this journal | 732 | 2% | 1076 | 2% | 481 | 2% | 1731 | 2% | 159 | 1% | 189 | 1% |
| Reasons for not submitting to NEJM.C. | MS | NSE | SS | |||||||||
| Women | Men | Women | Women | Men | Women | |||||||
| n | %Yes | n | %Yes | n | %Yes | n | %Yes | n | %Yes | n | %Yes | |
| Work was not of high enough quality | 738 | 25% | 1073 | 28% | 495 | 5% | 1771 | 5% | 161 | 15% | 187 | 7% |
| Work fell outside the scope of the journal | 738 | 72% | 1073 | 75% | 495 | 85% | 1772 | 86% | 161 | 91% | 187 | 86% |
| Work was not groundbreaking or sufficiently novel | 738 | 37% | 1073 | 36% | 495 | 9% | 1771 | 7% | 161 | 18% | 187 | 11% |
| Work would fit better in a more specialized journal | 738 | 44% | 1073 | 42% | 495 | 16% | 1771 | 18% | 161 | 25% | 187 | 30% |
| Work would reach a wider audience in another journal | 738 | 6% | 1073 | 6% | 495 | 4% | 1771 | 4% | 161 | 4% | 187 | 7% |
| Co-authors wished to submit the manuscript elsewhere | 738 | 5% | 1073 | 4% | 495 | 2% | 1771 | 1% | 161 | 5% | 187 | 2% |
| I was advised against submitting to this journal | 738 | 2% | 1073 | 2% | 495 | 0% | 1771 | 0% | 161 | 1% | 187 | 0% |
Question: ‘Please indicate the reason(s) why you did not consider submitting your manuscript <Title of the respondent’s most cited paper> to the journals listed below.’—odds ratio (women to men) values.
| Reasons why did not consider submitting the most cited papers to top journals | S.N.P. | NC.SA. | NEJM.C. | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MS | NSE | SS | All | MS | NSE | SS | All | MS | NSE | SS | All | |
| Work was not of high enough quality | 0.75* | 1.17 | 1.63 | 0.96 | 0.86 | 1.00 | 1.31 | 0.93 | 0.83 | 0.94 | 2.36* | 0.91 |
| Work fell outside the scope of the journal | 1.05 | 0.82 | 1.15 | 0.95 | 1.09 | 0.93 | 1.30 | 1.04 | 0.86 | 0.94 | 1.52 | 0.92 |
| Work was not groundbreaking or sufficiently novel | 1.02 | 1.39 ‡ | 1.48 | 1.19* | 1.05 | 1.28* | 1.81 | 1.14 | 1.05 | 1.28 | 1.81 | 1.14 |
| Work would fit better in a more specialized journal | 0.99 | 0.88 | 0.66 | 0.90 | 1.00 | 0.90 | 0.64 | 0.92 | 1.08 | 0.92 | 0.79 | 1.00 |
| Work would reach a wider audience in another journal | 0.96 | 0.87 | 0.71 | 0.89 | 0.72 | 0.87 | 0.76 | 0.79 | 0.98 | 0.85 | 0.55 | 0.88 |
| Co-authors wished to submit the manuscript elsewhere | 1.13 | 1.57* | 2.26 | 1.35* | 0.99 | 1.06 | 4.53* | 1.12 | 1.14 | 1.41 | 2.07 | 1.26 |
| I was advised against submitting to this journal | 1.75* | 1.51 | 0.97 | 1.59* | 0.96 | 1.06 | 2.27 | 1.03 | 1.47 | 3.52 | + | 1.67 |
| I was unaware of this journal | †No one reported they were unaware of the top journals | |||||||||||
-
*
indicates p < 0.05.
-
†
Insufficient sample.
-
‡
indicates p < 0.01.
Question: ‘Compared to my peers, I feel that the quality of my research is’—average rank and count by discipline and gender.
| Women | ||||||
|---|---|---|---|---|---|---|
| Discipline | Average quality rank | Std. dev | #Good and Excellent | #Average | #Fair and Poor | Total |
| MS | 4.2 | 0.69 | 574 | 74 | 8 | 656 |
| NSE | 4.0 | 0.67 | 352 | 60 | 8 | 420 |
| SS | 4.1 | 0.62 | 135 | 18 | 0 | 153 |
| All disciplines | 4.1 | 0.68 | 1061 | 152 | 16 | 1229 |
| Men | ||||||
| Discipline | Average quality rank | Std. dev | #Good and Excellent | #Average | #Fair and Poor | Total |
| MS | 4.1 | 0.7 | 841 | 126 | 7 | 974 |
| NSE | 4.2 | 0.6 | 1363 | 185 | 9 | 1557 |
| SS | 4.1 | 0.8 | 151 | 25 | 6 | 182 |
| All disciplines | 4.1 | 0.7 | 2355 | 336 | 22 | 2713 |
-
Note: Excellent (5)–Poor (1).
Question: ‘Compared to my peers, I feel that the quality of my research is’—ordinal logistic (women to men), controlled for rank.
| Disciplines | Odds ratio | Std. err | z | p > |z| | 95% CI lower | 95% CI upper | obs |
|---|---|---|---|---|---|---|---|
| MS | 1.18 | 0.13 | 2.40 | 0.07 | 0.99 | 1.40 | 1630 |
| NSE | 0.83 | 0.09 | –1.64 | 0.04 | 0.67 | 0.99 | 1977 |
| SS | 1.13 | 0.24 | 0.56 | 0.58 | 0.74 | 1.71 | 335 |
| All disciplines | 1.06 | 0.07 | 0.87 | 0.38 | 0.93 | 1.22 | 3,942 |