Women worry about family, men about the economy: Gender differences in emotional responses to COVID-19

Isabelle van der Vegt, Bennett Kleinberg*

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingChapterScientific

Abstract

Among the critical challenges around the COVID-19 pandemic is dealing with the potentially detrimental effects on people’s mental health. Designing appropriate interventions and identifying the concerns of those most at risk requires methods that can extract worries, concerns and emotional responses from text data. We examine gender differences and the effect of document length on worries about the ongoing COVID-19 situation. Our findings suggest that i) short texts do not offer as adequate insights into psychological processes as longer texts. We further find ii) marked gender differences in topics concerning emotional responses. Women worried more about their loved ones and severe health concerns while men were more occupied with effects on the economy and society. This paper adds to the understanding of general gender differences in language found elsewhere, and shows that the current unique circumstances likely amplified these effects. We close this paper with a call for more high-quality datasets due to the limitations of Tweet-sized data.
Original languageEnglish
Title of host publicationSocial Informatics
Subtitle of host publicationProceedings 12th International Conference on Social Informatics, SocInfo
EditorsSamin Aref, Kalina Bontcheva, Marco Braghieri, Frank Dignum, Fosca Giannotti, Francesco Grisolia, Dino Pedreschi
Place of PublicationCham
PublisherSpringer
Pages397-409
Volume12467
ISBN (Print)9783030609740
DOIs
Publication statusPublished - 2020

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume12467 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Keywords

  • COVID-19
  • Emotions
  • Gender differences
  • Language

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