Work

Do Male and Female Legislators Have Different Twitter Communication Styles?

Year: 2023
Type: article
Abstract: Communication is a fundamental step in the process of political representation, and an influential stream of research hypothesizes that male and female politicians talk to their constituents in very different ways. To build the broad dataset necessary for this analysis, we harness the massive trove of communication by American politicians through Twitter. We adopt a supervised learning approach that begins with the hand coding of over 10,000 tweets and then use these to train machine learning algorithms to categorize the full corpus of over three million tweets sent by the lower house state legislators who were serving in the summer of 2017. Our results provide insights into politicians’ behavior and the consequence of women’s underrepresentation on what voters learn about legislative activity.
Language: English
Subfield: Gender Studies
Open Access status: hybrid
Estimated APC paid: $3,255
OpenAlex ID: W4313646967
FWCI: 6.711
Cites: 64
Cited by: 16
Related to: 10