Table 3. Mixed effects models predicting February-May 2020 changes in the number of submissions per area of research.
Health & Medicine | Life Sciences | Physical Sciences & Engineering | Social Sciences & Economics | |
---|---|---|---|---|
Women | −0.080 | −0.0003 | −0.016 | −0.028 |
(0.008) | (0.008) | (0.008) | (0.012) | |
p <0.001 | p = 0.973 | p = 0.055 | p = 0.016 | |
Doctor | 0.089 | 0.009 | 0.058 | 0.026 |
(0.007) | (0.006) | (0.006) | (0.009) | |
p <0.001 | p = 0.126 | p <0.001 | p = 0.004 | |
Professor | 0.163 | 0.017 | 0.091 | 0.013 |
(0.008) | (0.007) | (0.007) | (0.010) | |
p <0.001 | p = 0.020 | p <0.001 | p = 0.217 | |
Women×Doctor | −0.027 | −0.021 | −0.016 | 0.005 |
(0.009) | (0.009) | (0.010) | (0.014) | |
p = 0.005 | p = 0.022 | p = 0.115 | p = 0.708 | |
Women×Professor | −0.065 | −0.010 | 0.001 | 0.011 |
(0.013) | (0.012) | (0.014) | (0.018) | |
p <0.001 | p = 0.405 | p = 0.971 | p = 0.552 | |
Intercept | 0.314 | 0.172 | 0.182 | 0.188 |
(0.019) | (0.016) | (0.017) | (0.015) | |
p <0.001 | p <0.001 | p <0.001 | p <0.001 | |
Observations | 847892 | 571051 | 1026221 | 195157 |
Log Likelihood | −1635935 | −984773 | −2180291 | −314846 |
The baseline is represented by the average of corresponding months in 2018 and 2019. Models include as predictor the title of each author with no title used as reference category. Random intercepts included for countries.