Weekly Trend BriefEvidence window ending 2026-05-25

Digital Mental Health Interventions

Digital Mental Health Interventions has 947 eligible papers in the latest 30-day evidence window, up 18% from the prior window, with representative work spanning Impact of support levels on effectiveness and drop-out of internet-based interventions for depression: network meta-analysis; Rethinking Personalization in Adolescent Digital Mental Health: Toward Adaptive Behavioral Systems; Rethinking the prediction and prevention of dropout in digital mental health.

Digital Mental Health Interventions shows 947 eligible recent papers and 946 commentary-ready papers in the current 30-day window, compared with 800 eligible papers in the prior window. The strongest evidence comes from 1 visible topic cluster and 8 representative papers. Several representative papers may be preprints, so this brief treats them as emerging signals rather than settled consensus.

947Recent 30-day eligible papers
800Prior 30-day eligible papers
946Commentary-ready papers
8Representative papers surfaced
Current windowRecent eligible papers
ComparisonPrior eligible papers
Brief typeWeekly research trend
Evidence-backed changes

What's moving

1
Change

Recent publication activity has a clear weekly signal

Digital Mental Health Interventions recorded 947 eligible papers in the latest 30-day window, compared with 800 in the prior 30-day window, making the current snapshot up 18% from the prior window.

947 recent vs 800 prior eligible papers
2
Change

Digital Mental Health Interventions anchors the current evidence

Digital Mental Health Interventions contributes 947 eligible recent papers, including 946 papers with abstracts available for commentary.

947 papers in the leading cluster
3
Change

Representative papers show where the activity is concentrated

The representative set includes Impact of support levels on effectiveness and drop-out of internet-based interventions for depression: network meta-analysis; Rethinking Personalization in Adolescent Digital Mental Health: Toward Adaptive Behavioral Systems; Rethinking the prediction and prevention of dropout in digital mental health; Just in Time Adaptive Interventions for Behavioral Activation in Patients with Depression (JADE): protocol of a design, feasibility and preliminary effectiveness study; and other recent papers. These papers anchor the page's claims and keep the brief tied to visible evidence.

8 representative papers
Topic shape

Theme clusters

Digital Mental Health Interventions

Digital Mental Health Interventions accounts for 947 eligible recent papers, including 946 commentary-ready papers in this evidence window.

947 recent eligible papers

Representative papers to review

The selected papers cover Impact of support levels on effectiveness and drop-out of internet-based interventions for depression: network meta-analysis; Rethinking Personalization in Adolescent Digital Mental Health: Toward Adaptive Behavioral Systems; Rethinking the prediction and prevention of dropout in digital mental health; Just in Time Adaptive Interventions for Behavioral Activation in Patients with Depression (JADE): protocol of a design, feasibility and preliminary effectiveness study.

8 representative papers
Evidence anchors

Representative papers