Quantifying the Effects of COVID-19 on Mental Health Support Forums
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Abstract (arXiv)
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.
Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). First posted on arXiv 8 Sep 2020.
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Citing papers per year: 2021: 2; 2022: 3; 2023: 1; 2024: 1.
7 papers.
- 2021How Good Is NLP? A Sober Look at NLP Tasks through the Lens of Social Impactcited by 18
- 2023Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Modelscited by 7
- 2024On the State of NLP Approaches to Modeling Depression in Social Media: A Post-COVID-19 Outlookcited by 6
- 2021A repeated-measures study on emotional responses after a year in the pandemiccited by 3
- 2022The Problem of Semantic Shift in Longitudinal Monitoring of Social Media: A Case Study on Mental Health During the COVID-19 Pandemiccited by 3
- 2022Exploring COVID-19 Related Stressors Using Topic Modelingcited by 1
- 2022Discovering changes in birthing narratives during COVID-19cited by 0
- 2024On the State of NLP Approaches to Modeling Depression in Social Media: A Post-COVID-19 Outlook11 Oct 2024
- 2023Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models21 May 2023
- 2022The Problem of Semantic Shift in Longitudinal Monitoring of Social Media: A Case Study on Mental Health During the COVID-19 Pandemic22 Jun 2022
- 2022Discovering changes in birthing narratives during COVID-1925 Apr 2022
- 2022Exploring COVID-19 Related Stressors Using Topic Modeling12 Jan 2022
- 2021A repeated-measures study on emotional responses after a year in the pandemic7 Jul 2021
- 2021How Good Is NLP? A Sober Look at NLP Tasks through the Lens of Social Impact4 Jun 2021