Software Open Access
Quantifying the Effects of COVID-19 on Mental Health Support Forums
Biester, Laura;
Matton, Katie;
Rajendran, Janarthanan;
Mower Provost, Emily;
Mihalcea, Rada
Code for the NLP COVID-19 Workshop @EMNLP2020 paper "Quantifying the Effects of COVID-19 on Mental Health Support Forums." Laura Biester and Katie Matton contributed equally to this project.
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 pandemic-related discussion. Next, we examine the volume of activity in order to determine whether the number of people discussing mental health has risen. Finally, we analyze how COVID-19 has influenced language use and topics of discussion within each subreddit.
Contact: Please contact Laura Biester (lbiester@umich.edu) with questions.
| Name | Size | |
|---|---|---|
|
lbiester/COVID-Mental-Health-workshop.zip
md5:463d693e78d36248135a18a2dd01298d |
8.1 MB | Download |
| All versions | This version | |
|---|---|---|
| Views | 56 | 56 |
| Downloads | 3 | 3 |
| Data volume | 24.3 MB | 24.3 MB |
| Unique views | 51 | 51 |
| Unique downloads | 3 | 3 |
- Publication date:
- November 20, 2020
- DOI:
-
- Meeting:
- NLP COVID-19 Workshop at EMNLP 2020, Virtual, 20 November, 2020
- Related identifiers:
- Identical to
- Supplement to
- 10.18653/v1/2020.nlpcovid19-2.8 (Conference paper)
- License (for files):
- Other (Open)