Helping the helper: Supporting peer counselors via ai-empowered practice and feedback

SL Hsu, RS Shah, P Senthil, Z Ashktorab… - arXiv preprint arXiv …, 2023 - arxiv.org
Millions of users come to online peer counseling platforms to seek support on diverse topics
ranging from relationship stress to anxiety. However, studies show that online peer support …

Modeling motivational interviewing strategies on an online peer-to-peer counseling platform

RS Shah, F Holt, SA Hayati, A Agarwal… - Proceedings of the …, 2022 - dl.acm.org
Millions of people participate in online peer-to-peer support sessions, yet there has been
little prior research on systematic psychology-based evaluations of fine-grained peer …

Human–AI collaboration enables more empathic conversations in text-based peer-to-peer mental health support

A Sharma, IW Lin, AS Miner, DC Atkins… - Nature Machine …, 2023 - nature.com
Advances in artificial intelligence (AI) are enabling systems that augment and collaborate
with humans to perform simple, mechanistic tasks such as scheduling meetings and …

Curating a large-scale motivational interviewing dataset using peer support forums

A Welivita, P Pu - … of the 29th International Conference on …, 2022 - aclanthology.org
A significant limitation in developing therapeutic chatbots to support people going through
psychological distress is the lack of high-quality, large-scale datasets capturing …

“Suddenly, we got to become therapists for each other” Designing Peer Support Chats for Mental Health

K O'Leary, SM Schueller, JO Wobbrock… - Proceedings of the 2018 …, 2018 - dl.acm.org
Talk therapy is a common, effective, and desirable form of mental health treatment. Yet, it is
inaccessible to many people. Enabling peers to chat online using effective principles of talk …

Metrics for peer counseling: triangulating success outcomes for online therapy platforms

T Wang, HK Shah, RS Shah, YC Wang… - Proceedings of the …, 2023 - dl.acm.org
Extensive research has been published on the conversational factors of effective volunteer
peer counseling on online mental health platforms (OMHPs). However, studies differ in how …

Understanding client reactions in online mental health counseling

A Li, L Ma, Y Mei, H He, S Zhang, H Qiu… - arXiv preprint arXiv …, 2023 - arxiv.org
Communication success relies heavily on reading participants' reactions. Such feedback is
especially important for mental health counselors, who must carefully consider the client's …

Emotional expression and empathy in an online peer support platform.

O Weisberg, S Daniels, E Bar-Kalifa - Journal of counseling …, 2023 - psycnet.apa.org
Online peer groups are a popular channel for mental health support, but the evidence for
their effectiveness is mixed. The present study focused on empathy to better identify which …

Understanding client support strategies to improve clinical outcomes in an online mental health intervention

P Chikersal, D Belgrave, G Doherty, A Enrique… - Proceedings of the …, 2020 - dl.acm.org
Online mental health interventions are increasingly important in providing access to, and
supporting the effectiveness of, mental health treatment. While these technologies are …

[HTML][HTML] Nonprofessional peer support to improve mental health: Randomized trial of a scalable web-based peer counseling course

SL Bernecker, JJ Williams… - Journal of Medical …, 2020 - jmir.org
Background Millions of people worldwide are underserved by the mental health care
system. Indeed, most mental health problems go untreated, often because of resource …