Evidence map›Paper›PMID 41181571›Full record

ArticleDigital health

Recommendations for the development of digital conversational agents for youth with mental health conditions: A position paper.

Lisa D Hawke, Gillian Strudwick, Brian Ritchie, Jamie Gibson, Thalia Phi, Jingyi Hou, Louise Gallagher

Abstract read
In one paragraph

Article in Digital health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Lisa D HawkeCampbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Canada.ORCID https://orcid.org/0000-0003-1108-9453
Gillian StrudwickCampbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Canada.
Brian RitchieKamazooie Development Corporation ("Kama.AI"), Toronto, Canada.
Jamie GibsonCampbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Canada.
Thalia PhiCampbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Canada.
Jingyi HouCampbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Canada.
Louise GallagherCampbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Digital conversational agents ("chatbots") hold interesting potential as a technology that can be used to deliver mental health interventions and supports to people in need. Youth are high users of digital technology and are widely affected by mental health conditions; youth might therefore be particularly interested in using digital conversational agents to support their mental health. We reviewed the literature on digital conversational agents for mental health, then conducted a two-pronged qualitative study of these tools for youth with mental health conditions. While the evidence base is limited, there is some preliminary evidence of utility and acceptability to users of this technology. In our qualitative study, youth were cautiously optimistic about using a digital conversational agent for mental health and identified potential benefits, but also substantial concerns. In terms of content and format, they wanted reliable, accurate, validated information, a flexible format, and a friendly interaction style, with attention to confidentiality and security. From these findings, we propose eight distinct recommendations to guide the rigorous development of digital conversational agents for youth mental health. By following these recommendations, it may be possible to build tools that leverage the strengths and potential of modern conversational agents while mitigating the potential harms to youth.

Indexed as

artificial intelligenceconversational agentsdigital healthgeneralvirtual agentsYouth mental health

Identifiers

PMID41181571
PMCPMC12576098

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.