Bystanders of Online Moderation: Examining the Effects of Witnessing Post-Removal Explanations

S Jhaver, H Rathi, K Saha - Proceedings of the CHI Conference on …, 2024 - dl.acm.org
Prior research on transparency in content moderation has demonstrated the benefits of
offering post-removal explanations to sanctioned users. In this paper, we examine whether …

Quantifying the Pollan Effect: Investigating the Impact of Emerging Psychiatric Interventions on Online Mental Health Discourse

SR Pendse, N Kumar, M De Choudhury - Proceedings of the CHI …, 2024 - dl.acm.org
Psychedelic-assisted therapy has shown significant promise in alleviating treatment-
resistant mental illness, prompting excitement among people with lived experience of mental …

Mapping Long-term Causalities in Psychiatric Symptomatology and Life Events from Social Media

S Chen, M Wang, M Lv, Z Zhang… - Proceedings of the …, 2024 - aclanthology.org
Social media is a valuable data source for exploring mental health issues. However,
previous studies have predominantly focused on the semantic content of these posts …

Observer Effect in Social Media Use

K Saha, P Gupta, G Mark, E Kiciman… - Proceedings of the CHI …, 2024 - dl.acm.org
While social media data is a valuable source for inferring human behavior, its in-practice
utility hinges on extraneous factors. Notable is the “observer effect,” where awareness of …

Seeking in Cycles: How Users Leverage Personal Information Ecosystems to Find Mental Health Information

A Milton, JF Maestre, A Roy, R Umbach… - Proceedings of the CHI …, 2024 - dl.acm.org
Information is crucial to how people understand their mental health and well-being, and
many turn to online sources found through search engines and social media. We present an …

# LetsTalk: Understanding Social Media Usage of Self-Harm Users in India

G Chhikara, A Chakraborty - … of the International AAAI Conference on …, 2024 - ojs.aaai.org
Mental health concerns, such as depression, pose significant challenges for support
systems in effectively identifying affected individuals. On the other hand, people suffering …

[HTML][HTML] Examining the Gateway Hypothesis and Mapping Substance Use Pathways on Social Media: Machine Learning Approach

Y Yuan, E Kasson, J Taylor… - JMIR Formative …, 2024 - formative.jmir.org
Background Substance misuse presents significant global public health challenges.
Understanding transitions between substance types and the timing of shifts to polysubstance …

Explainable AI for Mental Disorder Detection via Social Media: A survey and outlook

Y Ibrahimov, T Anwar, T Yuan - arXiv preprint arXiv:2406.05984, 2024 - arxiv.org
Mental health constitutes a complex and pervasive global challenge, affecting millions of
lives and often leading to severe consequences. In this paper, we conduct a thorough …

Debate: Social media content moderation may do more harm than good for youth mental health

CC Zhang, G Zaleski, JN Kailley… - Child and …, 2024 - Wiley Online Library
Most social media platforms censor and moderate content related to mental illness to protect
users from harm, though this may be at the expense of potential positive outcomes for youth …

[PDF][PDF] Profile update: the effects of identity disclosure on network connections and language

M Choi, DM Romero, D Jurgens - EPJ Data Science, 2024 - Springer
Our social identities determine how we interact and engage with the world surrounding us.
In online settings, individuals can make these identities explicit by including them in their …