Gender disparities in the impact of generative artificial intelligence: Evidence from academia

生成式人工智能影响中的性别差异:来自学术界的证据

阅读:1

Abstract

The emergence of generative artificial intelligence (AI) tools such as ChatGPT has substantially increased individuals' productivity. In this study, we adopt a difference-in-differences approach to analyze a large dataset of research preprints to systematically examine whether the advent of generative AI has distinct effects on the productivity of male and female academic researchers. We find that after the emergence of ChatGPT, the increase in the productivity of male researchers is 6.4% higher than that of female researchers, implying a widening of the productivity gap between them. We then conduct a survey about researchers' use of ChatGPT and find that male researchers use generative AI more frequently and experience higher efficiency improvement from its use than female researchers. Our findings show the unintended consequences of generative AI and point to the need for institutions to consider its differential effects on productivity to ensure fairness when evaluating faculty members.

特别声明

1、本页面内容包含部分的内容是基于公开信息的合理引用;引用内容仅为补充信息,不代表本站立场。

2、若认为本页面引用内容涉及侵权,请及时与本站联系,我们将第一时间处理。

3、其他媒体/个人如需使用本页面原创内容,需注明“来源:[生知库]”并获得授权;使用引用内容的,需自行联系原作者获得许可。

4、投稿及合作请联系:info@biocloudy.com。