This paper is in the following e-collection/theme issue:

JMIR Theme Issue: COVID-19 Special Issue (2500) Infectious Diseases (non-STD/STI) (1659) Depression and Mood Disorders; Suicide Prevention (1532) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (1836) Discourse (39)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/46867, first published .
Investigating COVID-19’s Impact on Mental Health: Trend and Thematic Analysis of Reddit Users’ Discourse

Investigating COVID-19’s Impact on Mental Health: Trend and Thematic Analysis of Reddit Users’ Discourse

Investigating COVID-19’s Impact on Mental Health: Trend and Thematic Analysis of Reddit Users’ Discourse

Authors of this article:

Jianfeng Zhu1 Author Orcid Image ;   Neha Yalamanchi1 Author Orcid Image ;   Ruoming Jin1 Author Orcid Image ;   Deric R Kenne2, 3 Author Orcid Image ;   NhatHai Phan4 Author Orcid Image
Article Authors Cited by (11) Tweetations (3) Metrics

Journals

  1. Rani S, Ahmed K, Subramani S. From Posts to Knowledge: Annotating a Pandemic-Era Reddit Dataset to Navigate Mental Health Narratives. Applied Sciences 2024;14(4):1547 View
  2. Tang J, Chen L, Zhang H, Wei P, Miao F. Effects of exercise therapy on anxiety and depression in patients with COVID-19: a systematic review and meta-analysis. Frontiers in Public Health 2024;12 View
  3. Zhu J, Jin R, Kenne D, Phan N, Ku W. User Dynamics and Thematic Exploration in r/Depression During the COVID-19 Pandemic: Insights From Overlapping r/SuicideWatch Users. Journal of Medical Internet Research 2024;26:e53968 View
  4. Tan Y, Xie Y, Dong G, Yin M, Shang Z, Zhou K, Bao D, Zhou J. The Effect of 14-Day Consumption of Hydrogen-Rich Water Alleviates Fatigue but Does Not Ameliorate Dyspnea in Long-COVID Patients: A Pilot, Single-Blind, and Randomized, Controlled Trial. Nutrients 2024;16(10):1529 View
  5. dos Santos M, Heckler W, Bavaresco R, Barbosa J. Machine learning applied to digital phenotyping: A systematic literature review and taxonomy. Computers in Human Behavior 2024;161:108422 View
  6. Dan E, Zhu J, Jin R. Exploring Suicide Factors in Online Discourse: Sentiment and Thematic Analysis of Reddit. ACM Transactions on the Web 2025 View
  7. Zhu J, Zhang X, Jin R, Jiang H, Kenne D. Probing Public Perceptions of Antidepressants on Social Media: Mixed Methods Study. JMIR Formative Research 2025;9:e62680 View
  8. Perry T, Chin S. Kratom drinks and consumption trends: insights from Reddit. Journal of Substance Use 2025:1 View
  9. Shie A, Xu E, Wang Y, Yang M, Wu Y. Emotional needs and service process optimization in combined medical and elder care: A TRIZ approach. Technovation 2025;143:103224 View
  10. Maharjan J, Jin R, King J, Zhu J, Kenne D. Differential Analysis of Age, Gender, Race, Sentiment, and Emotion in Substance Use Discourse on X (formerly Twitter) during the COVID-19 Pandemic: An NLP Approach (Preprint). JMIR Infodemiology 2024 View
  11. Sun N, Kamal K, Keuroghlian A. Investigating Experiences With Scarring Among Transgender and Gender Diverse People: Mixed Methods Study. JMIR Dermatology 2025;8:e62714 View