Evidence map›Paper›PMID 41647167›Full record

ArticleInternet interventions2026

Low-burden preventative digital mental health interventions for first-year college students: A pilot feasibility microrandomized trial.

Adam G Horwitz, Shriya Anand, Megan Chen, Kaitlyn McCarthy, Stephen M Schueller, Maureen Walton, Srijan Sen, Cheryl A King

Abstract read
In one paragraph

Article in Internet interventions, 2026. 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

8 authors.

Adam G HorwitzUniversity of Michigan Medical School, Department of Psychiatry, 4250 Plymouth Rd., Ann Arbor, MI, 48105, United States of America.
Shriya AnandUniversity of Michigan Medical School, Department of Psychiatry, 4250 Plymouth Rd., Ann Arbor, MI, 48105, United States of America.
Megan ChenUniversity of Michigan Medical School, Department of Psychiatry, 4250 Plymouth Rd., Ann Arbor, MI, 48105, United States of America.
Kaitlyn McCarthySaint Louis University, Department of Psychology, 3700 Lindell Blvd., Saint Louis, MO, 63108, United States of America.
Stephen M SchuellerUniversity of California, Irvine, Department of Psychological Science, 4201 Social and Behavioral Sciences Gateway, Irvine, CA, 92697, United States of America.
Maureen WaltonUniversity of Michigan Medical School, Department of Psychiatry, 4250 Plymouth Rd., Ann Arbor, MI, 48105, United States of America.
Srijan SenUniversity of Michigan, Eisenberg Family Depression Center, 4250 Plymouth Rd., Ann Arbor, MI, 48105, United States of America.
Cheryl A KingUniversity of Michigan Medical School, Department of Psychiatry, 4250 Plymouth Rd., Ann Arbor, MI, 48105, United States of America.

Funding

Low-burden Adaptive Mobile Interventions for Mood and Suicide RiskK23MH131761 · NIMH · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI HORWITZ, ADAM GABRIEL · 2022 to 2025
$690k
NIMH NIH HHS K23 MH131761
6 · The paper itself

Abstract

Introduction: Mental health problems among college students have increased significantly and barriers to care contribute to a substantial treatment gap. Digital mental health interventions (DMHIs) show promise for overcoming barriers, but engagement with DMHIs is challenging, underscoring the need for low-burden strategies. Objective: This pilot trial evaluated the feasibility and acceptability of a six-week, low-burden, preventative DMHI that delivered supportive text messages and personalized feedback (PF) to first-semester college students. Method: Students ( Results: The trial demonstrated high feasibility (95% enrollment; 87% retention) and strong intervention acceptability, especially for PF and assessment components. Exploratory analyses did not reveal consistent patterns in between- and within-group comparisons. Conclusions: Low-burden strategies for assessment and intervention are feasible and acceptable to first-year college students at risk for depression. There is significant potential for integrating these lower-intensity strategies into a full-scale trial that adaptively delivers higher-intensity DMHIs and/or integrate human-delivered components in response to needs over time.

Indexed as

College studentsDepressionDigital mental healthPersonalized feedbackStressText messaging

Identifiers

PMID41647167
PMCPMC12870472

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.