Evidence map›Paper›PMID 40614082›Full record

ArticleJMIR human factors2025

Usability and Quality of the JoyPop App: Prospective Evaluation Study.

Ishaq Malik, Teagan Neufeld, Aislin Mushquash

Abstract read
In one paragraph

Article in JMIR human factors, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

3 authors.

Ishaq MalikDepartment of Psychology, Lakehead University, 955 Oliver Road, Thunder Bay, ON, P7B 5E1, Canada, 1 8073438010 ext 8771.ORCID 0000-0002-1228-208X
Teagan NeufeldDepartment of Psychology, Lakehead University, 955 Oliver Road, Thunder Bay, ON, P7B 5E1, Canada, 1 8073438010 ext 8771.ORCID 0009-0002-2875-0471
Aislin MushquashDepartment of Psychology, Lakehead University, 955 Oliver Road, Thunder Bay, ON, P7B 5E1, Canada, 1 8073438010 ext 8771.ORCID 0000-0002-4494-1326

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Mental health difficulties are increasing among Canadian postsecondary students, and many face barriers to accessing mental health care. Mobile health smartphone apps for mental health reduce common barriers to care and improve student mental health outcomes. However, students' engagement and use of mental health apps is low. Evaluating the usability and quality of mental health apps is essential not only for user engagement but also for safety and overall utility. Few mental health apps have undergone usability and quality evaluations, especially with measures explicitly designed for these apps. The JoyPop app is a resilience-building mental health app with evidence supporting its effectiveness for student mental health. It has yet to be evaluated using standardized measures of mental health app usability and quality, and the influence of usability and quality on use is unknown. Objective: We evaluated the usability and quality of the JoyPop app and the predictive importance of usability and quality, compared to other relevant user characteristics, in predicting intentions to use the app in the future (usage intentions). Methods: Participants (N=183) completed preapp measures assessing demographics and personality traits, then used the app for 1 week, and then completed postapp measures assessing the usability, quality, and use of the JoyPop app. Usability (overall; and subscales: ease of use, interface and satisfaction, and usefulness) and quality (objective, subjective, and perceived impact) were assessed with descriptive statistics. Multiple regression analyses tested the predictive importance of usability and quality on usage intentions after controlling for other user characteristics. Results: Participants rated the JoyPop app's overall usability as "very good" (mean 5.63, SD 0.85). Participants rated the JoyPop app's overall objective quality as "excellent" (mean 4.06, SD 0.54). Subjective quality ratings were good, with many participants (135/183, 73.8%) indicating they would recommend the app to others. Participants rated the app as having a moderate and helpful impact on their mental health and coping skills (mean 3.48, SD 0.88). In each regression model, usability (β=.56, P<.001) and quality (β=.52, P<.001) were the strongest predictors and predicted usage intentions over and above other user characteristics. Conclusions: Results align with prior research evaluating the JoyPop app and maintain that it is an engaging and high-quality mental health app that can support students. Findings provide important insight into the optimal design of mental health apps for students and inform adaptations to future iterations of the JoyPop app.

Indexed as

Mental HealthMobile ApplicationsStudentsAdolescentAdultCanadaFemaleHumansMaleProspective StudiesYoung AdultappCanadacopingevaluation studyMAUQmental healthmental health appmHealthmHealth appMobile Application Usability Questionnairemobile healthpostsecondary studentsqualityregression analysesresiliencesatisfactionsmartphone appstudentuMARSusabilityusefulnessusersuser version of the Mobile Application Rating Scale

Identifiers

PMID40614082
PMCPMC12248135

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Registered trials

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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.