Digital mental health for young people: a scoping review of ethical promises and challenges

B Wies, C Landers, M Ienca - Frontiers in digital health, 2021 - frontiersin.org
Mental health disorders are complex disorders of the nervous system characterized by a
behavioral or mental pattern that causes significant distress or impairment of personal …

Text-based depression detection on social media posts: A systematic literature review

D William, D Suhartono - Procedia Computer Science, 2021 - Elsevier
Due to the huge increase of awareness of mental health well-being, the detection of mental
illness itself is starting to become a huge concern. Many psychiatrists found difficulties in …

Standardizing reporting of participant compensation in HCI: A systematic literature review and recommendations for the field

J Pater, A Coupe, R Pfafman, C Phelan… - Proceedings of the …, 2021 - dl.acm.org
The user study is a fundamental method used in HCI. In designing user studies, we often
use compensation strategies to incentivize recruitment. However, compensation can also …

“Laughing so I don't cry”: How TikTok users employ humor and compassion to connect around psychiatric hospitalization

A Schaadhardt, Y Fu, CG Pratt, W Pratt - … of the 2023 CHI Conference on …, 2023 - dl.acm.org
Today's youth face many mental health challenges and are increasingly represented in
psychiatric hospitalizations. Scholars have sought to understand social media's role in …

[PDF][PDF] Reddit social media text analysis for depression prediction: using logistic regression with enhanced term frequency-inverse document frequency features.

MMT Ayyalasomayajula, A Agarwal… - International Journal of …, 2024 - researchgate.net
Language provides significant insights into an individual's emotional state, social status, and
personality traits. This research aims to enhance depression detection through the analysis …

" Do You Ladies Relate?": Experiences of Gender Diverse People in Online Eating Disorder Communities

JL Feuston, MA DeVito, MK Scheuerman… - Proceedings of the …, 2022 - dl.acm.org
The study of eating disorders online has a long tradition within CSCW and HCI scholarship.
Research within this body of work highlights the types of content people with eating …

Logging on, reaching out, and getting by: A review of self-reported Psychosocial impacts of online peer support for people impacted by cancer

KR Allison, P Patterson, D Guilbert, M Noke… - Proceedings of the …, 2021 - dl.acm.org
For individuals impacted by their own or a family member's cancer, connecting with other
people in similar situations can be an invaluable source of informational and emotional …

Discussing social media during psychotherapy consultations: patient narratives and privacy implications

DW Yoo, A Bhatnagar, SK Ernala, A Ali… - Proceedings of the …, 2023 - dl.acm.org
Social media platforms are being utilized by individuals with mental illness for engaging in
self-disclosure, finding support, or navigating treatment journeys. Individuals also …

Charting the unknown: Challenges in the clinical assessment of patients' technology use related to eating disorders

J Pater, FF Nova, A Coupe, LE Reining… - Proceedings of the …, 2021 - dl.acm.org
A growing body of research in HCI focuses on understanding how social media and other
social technologies impact a given user's mental health, including eating disorders. In this …

Disordering Datasets: Sociotechnical Misalignments in AI-Mediated Behavioral Health

V Mathur, C Lustig, E Kaziunas - Proceedings of the ACM on Human …, 2022 - dl.acm.org
The application of artificial intelligence (AI) to the behavioral health domain has led to a
growing interest in the use of machine learning (ML) techniques to identify patterns in …