Table 4. 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 | −0.056 | −0.058 | −0.052 | −0.053 |
(0.016) | (0.016) | (0.020) | (0.026) | |
p = 0.001 | p < 0.001 | p = 0.010 | p = 0.041 | |
Age | −0.002 | −0.002 | −0.003 | −0.003 |
(0.0002) | (0.0002) | (0.0003) | (0.0004) | |
p < 0.001 | p < 0.001 | p < 0.001 | p = <0.001 | |
Residential | 0.018 | 0.005 | 0.003 | 0.003 |
(0.004) | (0.003) | (0.004) | (0.003) | |
p = <0.001 | p = 0.147 | p = 0.522 | p = 0.279 | |
Women×Age | 0.002 | 0.002 | 0.002 | 0.002 |
(0.0004) | (0.0004) | (0.001) | (0.001) | |
p < 0.001 | p < 0.001 | p < 0.001 | p = 0.008 | |
Women×Residential | −0.010 | −0.002 | −0.004 | −0.001 |
(0.001) | (0.001) | (0.001) | (0.002) | |
p < 0.001 | p = 0.074 | p = 0.005 | p = 0.490 | |
Intercept | 0.096 | 0.090 | 0.181 | 0.138 |
(0.052) | (0.044) | (0.053) | (0.041) | |
p = 0.067 | p = 0.041 | p = 0.001 | p = 0.001 | |
Observations | 587184 | 356988 | 577890 | 127263 |
Log Likelihood | −1098897.000 | −581594.400 | −1175353.000 | −200281.500 |
The baseline is represented by the average of corresponding months in 2018 and 2019. Models include time in residential areas from Google’s COVID-19 Community Mobility Report (see https://www.google.com/covid19/mobility/; accessed on 30 June 2020). Random intercepts included for countries.