Evidence map›Paper›PMID 39868744›Full record

ArticleJournal of American college health : J of ACH2025

Attitudes and barriers to mobile mental health interventions among first-year college students: a mixed-methods study.

Kaitlyn McCarthy, Adam G Horwitz

Abstract read
In one paragraph

Article in Journal of American college health : J of ACH, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
–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

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Review
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

2 authors.

Kaitlyn McCarthyDepartment of Psychiatry, University of Michigan Medical School, Ann Arbor, Michigan, USA.
Adam G HorwitzDepartment of Psychiatry, University of Michigan Medical School, Ann Arbor, Michigan, USA.

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

objectiveThis mixed-methods study examined attitudes, barriers, and preferences for mobile mental health interventions among first-year college students.

participants351 students (64% women; 51% non-Hispanic White; 66% Heterosexual) from two campuses completed self-report assessments and 10 completed individual semi-structured interviews.

methodsPaired t-tests compared attitudes for various mHealth applications and logistic regressions examined sociodemographic and clinical characteristics of mental health app users. Themes, topics, and quotes from interviews were derived through rapid qualitative analysis.

resultsMental health applications were less used and perceived to be less helpful than other mHealth applications. Past mental health app use was best predicted by past use of formal mental health care.

conclusionsMobile health interventions have significant potential to diversify mental health services for students. Despite limited engagement with these resources, openness to digital interventions among students is quite high. Improving intervention features and increasing problem-recognition to facilitate help-seeking may result in greater uptake.

Indexed as

Mental Health ServicesStudentsTelemedicineAdolescentFemaleHealth Services AccessibilityHumansMaleQualitative ResearchUniversitiesYoung Adultanxietycollege studentsDepressionmental health servicesmHealth

Identifiers

PMID39868744
PMCPMC12301995

What OpenQuestion holds

Textmetadata
LicenceTDM
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.