Quantifying the Effects of COVID-19 on Mental Health Support Forums

September 08, 2020 ยท Declared Dead ยท ๐Ÿ› NLP4COVID@EMNLP

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Authors Laura Biester, Katie Matton, Janarthanan Rajendran, Emily Mower Provost, Rada Mihalcea arXiv ID 2009.04008 Category cs.CL: Computation & Language Cross-listed cs.SI Citations 24 Venue NLP4COVID@EMNLP Last Checked 4 months ago
Abstract
The COVID-19 pandemic, like many of the disease outbreaks that have preceded it, is likely to have a profound effect on mental health. Understanding its impact can inform strategies for mitigating negative consequences. In this work, we seek to better understand the effects of COVID-19 on mental health by examining discussions within mental health support communities on Reddit. First, we quantify the rate at which COVID-19 is discussed in each community, or subreddit, in order to understand levels of preoccupation with the pandemic. Next, we examine the volume of activity in order to determine whether the quantity of people seeking online mental health support has risen. Finally, we analyze how COVID-19 has influenced language use and topics of discussion within each subreddit.
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