ArticleNpj mental health research2024
Loneliness and suicide mitigation for students using GPT3-enabled chatbots.
Article in Npj mental health research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 54 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
54 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Human-like conversational agents as social partners: a scoping review of socioaffective mechanisms, well-being outcomes, risks and governance in the post-Turing era.Frontiers in artificial intelligence · 2026Pooled it
- Generative AI Mental Health Chatbots as Therapeutic Tools: Systematic Review and Meta-Analysis of Their Role in Reducing Mental Health Issues.Journal of medical Internet research · 2025Pooled it
- Evaluating Generative AI in Mental Health: Systematic Review of Capabilities and Limitations.JMIR mental health · 2025Pooled it
- A clinically validated framework for auditing AI chatbot behavior in mental health interactions.Nature medicine · 2026Article
- Interaction with AI companions and psychological well-being.Nature human behaviour · 2026Article
- Emerging realities of artificial intelligence and mental health.World psychiatry : official journal of the World Psychiatric Association (WPA) · 2026Article
- The AWARE (AI Use, Why, Attachment, Reality and Risk, and Effect on Functioning) Framework for Assessing Patients' Use of AI in Mental Health Care.JMIR medical education · 2026Article
- Tool or Companion? Reframing Conversational AI to Prevent Psychological Harm.JMIR mental health · 2026Review
- Emotional Dependency and Parasocial Grief Following the Alteration or Loss of Companion Artificial Intelligences: A Systematic Review.Behavioral sciences (Basel, Switzerland) · 2026Review
- A scoping review on the mental health harms of LLM-based chatbots.NPJ digital medicine · 2026Article
- Health Care Professionals' Perspectives on Conversational Mental Health Chatbots: Protocol for a Systematic Review.JMIR research protocols · 2026Article
- Artificial Intelligence Connectedness: Theoretical Reconstruction of Connectedness and Its Impacts on Adolescent Mental Health.Behavioral sciences (Basel, Switzerland) · 2026Article
- Article
- Feasibility and user evaluation of HopeBot: An LLM-powered conversational chatbot for depression screening.PLOS digital health · 2026Article
- Beyond Screen Time and Emotion Regulation: Social Trust as a Structural Pathway to Perceived Well-Being-A Competing-Models Analysis Among Chinese Youth.Behavioral sciences (Basel, Switzerland) · 2026Article
- Barriers and Facilitators to the Use of Large Language Model-Based Conversational Agents in Mental Healthcare: A Systematic Review.Healthcare (Basel, Switzerland) · 2026Review
- Global burden, risk factors and projections of self-harm mortality in adults aged 65+ years: A 60-year trend analysis from the Global Burden of Disease Study 2021.General psychiatry · 2026Article
- Use of generative AI for health among urban youth in Pakistan: A mixed-methods study.PLOS digital health · 2026Article
- Help-Seeking in the Age of AI: Cross-Sectional Survey of the Use and Perceptions of AI-Based Mental Health Support Among US Adults.JMIR mental health · 2026Article
- TechnologicalNature. Mental health · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Mental health is a crisis for learners globally, and digital support is increasingly seen as a critical resource. Concurrently, Intelligent Social Agents receive exponentially more engagement than other conversational systems, but their use in digital therapy provision is nascent. A survey of 1006 student users of the Intelligent Social Agent, Replika, investigated participants' loneliness, perceived social support, use patterns, and beliefs about Replika. We found participants were more lonely than typical student populations but still perceived high social support. Many used Replika in multiple, overlapping ways-as a friend, a therapist, and an intellectual mirror. Many also held overlapping and often conflicting beliefs about Replika-calling it a machine, an intelligence, and a human. Critically, 3% reported that Replika halted their suicidal ideation. A comparative analysis of this group with the wider participant population is provided.
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.