Investigating the Effects of Gender Bias on GitHub

Nasif Imtiaz, Justin Middleton, Joymallya Chakraborty, N. Robson, Gina R. Bai, E. Murphy-Hill
{"title":"Investigating the Effects of Gender Bias on GitHub","authors":"Nasif Imtiaz, Justin Middleton, Joymallya Chakraborty, N. Robson, Gina R. Bai, E. Murphy-Hill","doi":"10.1109/ICSE.2019.00079","DOIUrl":null,"url":null,"abstract":"Diversity, including gender diversity, is valued by many software development organizations, yet the field remains dominated by men. One reason for this lack of diversity is gender bias. In this paper, we study the effects of that bias by using an existing framework derived from the gender studies literature.We adapt the four main effects proposed in the framework by posing hypotheses about how they might manifest on GitHub,then evaluate those hypotheses quantitatively. While our results how that effects of gender bias are largely invisible on the GitHub platform itself, there are still signals of women concentrating their work in fewer places and being more restrained in communication than men.","PeriodicalId":6736,"journal":{"name":"2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE)","volume":"69 1","pages":"700-711"},"PeriodicalIF":0.0000,"publicationDate":"2019-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"69","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSE.2019.00079","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 69

Abstract

Diversity, including gender diversity, is valued by many software development organizations, yet the field remains dominated by men. One reason for this lack of diversity is gender bias. In this paper, we study the effects of that bias by using an existing framework derived from the gender studies literature.We adapt the four main effects proposed in the framework by posing hypotheses about how they might manifest on GitHub,then evaluate those hypotheses quantitatively. While our results how that effects of gender bias are largely invisible on the GitHub platform itself, there are still signals of women concentrating their work in fewer places and being more restrained in communication than men.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
调查性别偏见对GitHub的影响
多样性,包括性别多样性,被许多软件开发组织所重视,然而该领域仍然由男性主导。缺乏多样性的一个原因是性别偏见。在本文中,我们通过使用源自性别研究文献的现有框架来研究这种偏见的影响。我们通过提出关于它们如何在GitHub上表现的假设来调整框架中提出的四个主要影响,然后定量地评估这些假设。虽然我们的研究结果表明,性别偏见的影响在GitHub平台本身基本上是看不见的,但仍有迹象表明,女性将工作集中在更少的地方,在沟通上比男性更克制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
VFix: Value-Flow-Guided Precise Program Repair for Null Pointer Dereferences Search-Based Energy Testing of Android Scalable Approaches for Test Suite Reduction A System Identification Based Oracle for Control-CPS Software Fault Localization Training Binary Classifiers as Data Structure Invariants
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1