Is Perceived Gender Related to Contributions and Standing in Open-Source Software Projects?
— Gender-Neutral Results
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Table 1.
Results of comparing the coreness values of gender-neutral developers to those of men.
A * means that the result is statistically significant with a significance level of 5%.
Project |
Cochange Eigenvector |
Cochange Hierarchy |
Issue Eigenvector |
Issue Hierarchy |
Angular | 0.915 | 0.37 | 0* | 0.174 |
Atom | 0.196 | 0.151 | 0.358 | 0.079 |
Bootstrap | 0.035* | 0.516 | 0.057 | 0.147 |
Cookiecutter | 0.09 | 0.252 | 0.505 | 0.378 |
dbatools | 0.277 | 0.344 | 0.555 | 0.689 |
Deno | 0.204 | 0.146 | 0.865 | 0.742 |
Electron | 0.039* | 0.1 | 0.562 | 0.58 |
Ghost | 0.876 | 0.824 | 0.809 | 0.858 |
Keras | 0.498 | 0.771 | 0.73 | 0.608 |
Moby | 0.474 | 0.192 | 0.391 | 0.529 |
Nextcloud | 0.639 | 0.436 | 0.654 | 0.682 |
Next.js | 0.673 | 0.444 | 0.75 | 0.431 |
React | 0.356 | 0.425 | 0.165 | 0* |
Redux | 0.488 | 0.469 | 0.786 | 0.838 |
Reveal.js | 0.296 | 0.255 | 0.456 | 0.472 |
TensorFlow | 0.266 | 0.867 | 0.072 | 0.978 |
Three.js | 0.372 | 0.239 | 0.372 | 0.401 |
TypeScript | 0.401 | 0.471 | 0.59 | 0.377 |
VS Code | 0.315 | 0.79 | 0.783 | 0.255 |
Vue | 0.524 | 0.092 | 0.279 | 0.388 |
Table 2.
Results of comparing the coreness values of gender-neutral developers to those of women.
A * means that the result is statistically significant with a significance level of 5%.
Project |
Cochange Eigenvector |
Cochange Hierarchy |
Issue Eigenvector |
Issue Hierarchy |
Angular | 0.99 | 0.224 | 0.219 | 0.451 |
Atom | 0.596 | 0.479 | 0.001* | 0.201 |
Bootstrap | 0.222 | 0.889 | 0.237 | 0.706 |
Cookiecutter | 0.143 | 0.786 | 0.14 | 0.207 |
dbatools | 1 | 1 | 0.369 | 0.516 |
Deno | 0.275 | 0.33 | 0.202 | 0.077 |
Electron | 0.028* | 0.106 | 0.617 | 0.257 |
Ghost | 0.696 | 0.872 | 0.911 | 0.931 |
Keras | 0.209 | 0.542 | 0.134 | 0.134 |
Moby | 0.627 | 0.905 | 0.166 | 0.04* |
Nextcloud | 0.471 | 0.471 | 0.732 | 0.77 |
Next.js | 0.35 | 0.858 | 0.017* | 0.023* |
React | 0.186 | 0.163 | 0.515 | 0.597 |
Redux | 0.931 | 0.662 | 0.01* | 0.027* |
Reveal.js | 0.548 | 0.75 | 0.733 | 0.988 |
TensorFlow | 0.83 | 0.078 | 0* | 0.348 |
Three.js | 0.363 | 0.129 | 0.004* | 0.151 |
TypeScript | 0.645 | 0.659 | 0.369 | 0.097 |
VS Code | 0.521 | 0.499 | 0.011* | 0.611 |
Vue | 0.5 | 0.222 | 0.117 | 0.03* |