Judge’s Gender and Oral Language Skills: An Empirical Analysis of Chinese Courtroom Audio
Study investigating whether there is a performance disparity between men and women in a patriarchal institution by using machine-learning on audio data.(Under Review)
By Dong Erico Yu, Yuehong Cassandra Tai in Research
Abstract
Is there a performance disparity between men and women in a patriarchal institution? We try to investigate this question to the current gender stereotype and egalitarianism debate. Enlightened by a recent study of the vocal data of Supreme Court justices, we apply a machine-learning algorithm to an original dataset of audio of 1,400 criminal trials in the Chinese courtroom, identifying cues of Standard Mandarin (Putonghua) proficiency of judges. We find that men and women judges, despite in a patriarchal institution, are equally competent in the oral presentation. Our analysis sheds light on the research approach of audio data and supplements the existing scholarship in the relationship between gender and language use in politics.
Conference
MPSA 2021 APSA 2021
Chinese Online Court Trail
- Posted on:
- September 16, 2021
- Length:
- 1 minute read, 123 words
- Categories:
- Research
- Tags:
- gender language machine-learning
- See Also: