Evidence map›Paper›PMID 34519668›Full record

ArticleJournal of medical Internet research2021

Understanding Mental Health App Use Among Community College Students: Web-Based Survey Study.

Judith Borghouts, Elizabeth V Eikey, Gloria Mark, Cinthia De Leon, Stephen M Schueller, Margaret Schneider, Nicole Stadnick, Kai Zheng, Dana B Mukamel, Dara H Sorkin

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed, 2 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

22 citing papers in PubMed, 2 syntheses or guidelines pooled it.

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  7. Mental Health in Community Colleges: A Review.Current psychiatry reports · 2026
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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

10 authors.

Judith BorghoutsDepartment of Medicine, University of California Irvine, Irvine, CA, United States.ORCID 0000-0001-9716-0147
Elizabeth V EikeyHerbert Wertheim School of Public Health and Human Longevity Science, University of California, San Diego, San Diego, CA, United States.ORCID 0000-0002-3099-8081
Gloria MarkDepartment of Informatics, University of California, Irvine, Irvine, CA, United States.ORCID 0000-0003-2492-2424
Cinthia De LeonDepartment of Medicine, University of California Irvine, Irvine, CA, United States.ORCID 0000-0002-6059-8388
Stephen M SchuellerDepartment of Informatics, University of California, Irvine, Irvine, CA, United States.ORCID 0000-0002-1003-0399
Margaret SchneiderDepartment of Public Health, University of California, Irvine, Irvine, CA, United States.ORCID 0000-0002-8314-0732
Nicole StadnickDepartment of Psychiatry, University of California, San Diego, La Jolla, CA, United States.ORCID 0000-0001-6520-2920
Kai ZhengDepartment of Informatics, University of California, Irvine, Irvine, CA, United States.ORCID 0000-0003-4121-4948
Dana B MukamelDepartment of Medicine, University of California Irvine, Irvine, CA, United States.ORCID 0000-0003-4147-5785
Dara H SorkinDepartment of Medicine, University of California Irvine, Irvine, CA, United States.ORCID 0000-0003-0742-9240

Funding

University of California Health Participation in the National COVID Cohort Collaborative (N3C)UL1TR001414 · NCATS · UNIVERSITY OF CALIFORNIA-IRVINE · PI COOPER, DAN M, VILAIN, ERIC J. · 2015 to 2023
$35.1M
NCATS NIH HHS UL1 TR001414
6 · The paper itself

Abstract

backgroundMental health concerns are a significant issue among community college students, who often have less access to resources than traditional university college students. Mobile apps have the potential to increase access to mental health care, but there has been little research investigating factors associated with mental health app use within the community college population.

objectiveThis study aimed to understand facilitators of and barriers to mental health app use among community college students.

methodsA web-based survey was administered to a randomly selected sample of 500 community college students from April 16 to June 30, 2020. Structural equation modeling was used to test the relationships between the use of mental health apps, perceived stress, perceived need to seek help for mental health concerns, perceived stigma, past use of professional mental health services, privacy concerns, and social influence of other people in using mental health apps.

resultsOf the 500 participants, 106 (21.2%) reported use of mental health apps. Perceived stress, perceived need to seek help, past use of professional services, and social influence were positively associated with mental health app use. Furthermore, the effect of stress was mediated by a perceived need to seek help. Privacy concerns were negatively associated with mental health app use. Stigma, age, and gender did not have a statistically significant effect.

conclusionsThese findings can inform development of new digital interventions and appropriate outreach strategies to engage community college students in using mental health apps.

Indexed as

Mental HealthMobile ApplicationsHumansInternetStudentsUniversitiescommunity collegemental healthmental health servicesmHealthmobile appsprivacyservicesstressstructural equation modelingstudents

Identifiers

PMID34519668
PMCPMC8479606

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.