Figure 1
Figure 2
Figure 3
Figure 4
Figure 5
Simulated posterior coefficients of Model 2_
| Mean | SD | n_eff | Rhat | |
|---|---|---|---|---|
| a_JIF | 1.43 | 0.06 | 5,165 | 1 |
| Constant | −0.78 | 0.11 | 5,227 | 1 |
| Female | 0.02 | 0.08 | 5,024 | 1 |
| OpenAccess*Female | 0.98 | 0.14 | 5,170 | 1 |
Simulated posterior coefficients of Model 1_
| Mean | SD | n_eff | Rhat | |
|---|---|---|---|---|
| Constant | −0.98 | 0.07 | 5,250 | 1 |
| Female | 1.10 | 0.13 | 4,320 | 1 |
| Female*FemaleRatio | −1.52 | 0.19 | 5,180 | 1 |
Variable description_
| Variable | Meaning | Type of variable | Value |
|---|---|---|---|
| OpenAccess | whether the publication is OA (OA status is Gold Access, Hybrid Access, Bronze Access) or not (the status is Closed Access) | binary | OA = 1 |
| Female | whether there is female involvement (or at least one author is female) | binary | Having at least one female author = 1 |
| FemaleRatio JIF2019 a | The ratio of female authors in the publication Impact factor of the journal in which the publication is published | ratio | The ratio ranging from 0 to 1 N/A |
Top ten journals with the highest JIF in which Vietnamese social scientists published OA_
| No. | Female researcher's involvement | No female researcher's involvement | ||||
|---|---|---|---|---|---|---|
| Journal | JIF | Publication | Journal | JIF | Publication | |
| 1 | Nature | 42.779 | 1 | Nature Human Behaviour | 12.282 | 1 |
| 2 | PLOS Medicine | 10.500 | 2 | Bulletin of the World Health Organization | 6.96 | 1 |
| 3 | Journal of International Business Studies | 9.158 | 2 | American Sociological Review | 6.372 | 1 |
| 4 | Global Environmental Change | 8.086 | 1 | Journal of Financial Economics | 5.731 | 1 |
| 5 | Journal of the Academy of Marketing Science | 7.959 | 1 | Scientific Data | 5.541 | 2 |
| 6 | British Journal of Psychiatry | 7.850 | 1 | Journal of Marketing | 5.266 | 1 |
| 7 | International Journal of Epidemiology | 7.707 | 1 | Food Research International | 4.972 | 1 |
| 8 | Journal of Cleaner Production | 7.246 | 1 | Food Quality and Preference | 4.842 | 1 |
| 9 | Bulletin of the World Health Organization | 6.96 | 7 | Cities | 4.802 | 1 |
| 10 | Journal of Abnormal Psychology | 6.484 | 1 | Value in Health | 4.748 | 1 |