The Impact of Cyberbullying on Help-Seeking Among Depressed Young adults in the United States

Online discourse about mental health frequently triggers targeted harassment and cyberbullying behaviors. Using text mining, this study examined the prevalence and nature of cyberbullying directed at young adults sharing depression content on TikTok in the U.S. Analysis of 83,154 comments from 50 TikTok videos revealed that non-cyberbullying comments occurred significantly more than expected (92.2% vs. 7.8%). Among cyberbullying behaviors, supportive comments dominated responses (53.51%), followed by harmful comments (17.68%) and dismissive comments (15.91%). Sentiment analysis revealed predominantly neutral responses. These findings demonstrate that while overt cyberbullying remains relatively infrequent on TikTok's mental health content, the cyberbullying that does occur encompasses complex patterns requiring targeted intervention strategies to protect vulnerable individuals seeking mental health support online.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-08-28
DOI
https://doi.org/10.5281/zenodo.16999283
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
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article

The Impact of Cyberbullying on Help-Seeking Among Depressed Young adults in the United States

Zenodo (CERN European Organization for Nuclear Research)
Geochemistry and Geologic Mapping
article

The Impact of Cyberbullying on Help-Seeking Among Depressed Young adults in the United States

article en

Abstract

Online discourse about mental health frequently triggers targeted harassment and cyberbullying behaviors. Using text mining, this study examined the prevalence and nature of cyberbullying directed at young adults sharing depression content on TikTok in the U.S. Analysis of 83,154 comments from 50 TikTok videos revealed that non-cyberbullying comments occurred significantly more than expected (92.2% vs. 7.8%). Among cyberbullying behaviors, supportive comments dominated responses (53.51%), followed by harmful comments (17.68%) and dismissive comments (15.91%). Sentiment analysis revealed predominantly neutral responses. These findings demonstrate that while overt cyberbullying remains relatively infrequent on TikTok's mental health content, the cyberbullying that does occur encompasses complex patterns requiring targeted intervention strategies to protect vulnerable individuals seeking mental health support online.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 60%
Geochemistry and Geologic Mapping
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The Impact of Cyberbullying on Help-Seeking Among Depressed Young adults in the United States · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS