Effectiveness of AI-based interventions in workplace mental health: a systematic review and narrative synthesis

Future research must prioritize high quality randomized trials, long-term follow-up, and real-world implementation studies. Standardized frameworks for reporting effectiveness, harms, and ethical considerations are important for safe, trustable, and sustainable adoption in occupational health.

Authors

Institutions

Publication Details

Journal
British Medical Bulletin
Published
2026-01-02
DOI
https://doi.org/10.1093/bmb/ldag007
Primary Topic
Digital Mental Health Interventions
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Effectiveness of AI-based interventions in workplace mental health: a systematic review and narrative synthesis

Daniel Leightley, Neil L. Greenberg, Aleksandra Korbacz, Charlotte Williamson et al.
British Medical Bulletin
Digital Mental Health Interventions
article

Effectiveness of AI-based interventions in workplace mental health: a systematic review and narrative synthesis

Daniel Leightley, Neil L. Greenberg, Aleksandra Korbacz, Charlotte Williamson, Vasa Curcin, Iain J Marshall
article en

Abstract

Future research must prioritize high quality randomized trials, long-term follow-up, and real-world implementation studies. Standardized frameworks for reporting effectiveness, harms, and ethical considerations are important for safe, trustable, and sustainable adoption in occupational health.

British Medical BulletinVol. 157(1)
King's College London (GB), King's College School (GB)
Openalex Percentile: Top 63%
Digital Mental Health Interventions
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.