Evidence map›Paper›PMID 42329676›Full record

ArticleJournal of medical Internet research2026

Acceptability and Preliminary Evaluation of a Campus-Integrated Digital Platform (Fruto) for University Students' Mental Health Help-Seeking: Sequential Mixed Methods Study.

Myungsung Kim, Hyorim Kim, Jeong-In Heo, Seonmi Lee, Orane Farrah Lahcine, Sangil Lee, Hwang Kim, Dooyoung Jung

Abstract read
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Article in Journal of medical Internet research, 2026. 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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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

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No citing paper in PubMed yet.

4 · The record

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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.

Myungsung KimGraduate School of Health Science and Technology, Ulsan National Institute of Science and Technology, Ulsan, Republic of Korea.ORCID https://orcid.org/0000-0003-4316-5182
Hyorim KimGraduate School of Health Science and Technology, Ulsan National Institute of Science and Technology, Ulsan, Republic of Korea.ORCID https://orcid.org/0009-0007-8198-3123
Jeong-In HeoSchool of Digital Humanities and Computational Social Sciences, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea.ORCID https://orcid.org/0009-0008-4124-2969
Seonmi LeeSchool of Digital Humanities and Computational Social Sciences, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea.ORCID https://orcid.org/0000-0002-9642-1605
Orane Farrah LahcineGraduate School of Health Science and Technology, Ulsan National Institute of Science and Technology, Ulsan, Republic of Korea.ORCID https://orcid.org/0009-0006-7967-1174
Sangil LeeSchool of Liberal Arts, Ulsan National Institute of Science and Technology, Ulsan, Republic of Korea.ORCID https://orcid.org/0000-0001-9025-6250
Hwang KimDepartment of Design, Ulsan National Institute of Science and Technology, Ulsan, Republic of Korea.ORCID https://orcid.org/0000-0002-7814-2688
Dooyoung JungSchool of Digital Humanities and Computational Social Sciences, Korea Advanced Institute of Science and Technology, Daejeon, Republic of Korea.ORCID https://orcid.org/0000-0002-5381-4847

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCollege students are at heightened risk for mental health problems; yet, professional help-seeking remains low. Although digital mental health tools can improve accessibility and reduce stigma, many focus on isolated functions, such as self-screening, psychoeducation, or symptom management, and are not fully integrated with campus counseling services. Multidomain platforms that combine screening, mental health information, counseling access, and campus service navigation may support help-seeking in university settings; however, their acceptability and implementation value remain underexplored.

objectiveThis mixed methods study examined the refinement and preliminary evaluation of Fruto, a campus-integrated, multidomain app developed to support university students' help-seeking attitudes and counseling-related beliefs in a real-world counseling-center setting. Phase 1 used scenario-based prototype sessions to analyze students' interactions with the platform and inform refinement. Phase 2 assessed whether 8 weeks of Fruto use was associated with pre-post changes in attitudinal and counseling-related outcomes.

methodsWe conducted a 2-phase, mixed methods study. Phase 1 involved vignette-based prototype sessions and semistructured interviews with 16 students to explore user experiences with an early version of Fruto. Scenario-based tasks facilitated feedback on the platform, and thematic analysis identified design implications that guided refinement. Phase 2 involved an 8-week single-group pre-post evaluation. A total of 109 students completed the baseline survey, and 70 provided follow-up responses. Surveys assessed help-seeking attitudes, counseling-related beliefs, and perceived app quality. Linear mixed effects models examined pre-post changes using all available data, and exploratory baseline-adjusted regressions examined the association between overall perceived app quality and postuse outcomes.

resultsScenario-based prototype sessions elicited actionable feedback on how students might use Fruto in realistic help-seeking contexts. Qualitative findings identified 3 refinement priorities that informed subsequent app updates: trusted and identifiable content providers, seamless integration across app features, and relatable self-discovery content to lower psychological barriers to app use. Following these refinements, Phase 2 assessed 8-week pre-post changes using linear mixed effects models. Fruto use was associated with significant increases in positive help-seeking attitudes (B=0.884, SE 0.284, 95% CI 0.327-1.441; P=.002) and positive counseling expectations (B=1.585, SE 0.541, 95% CI 0.526-2.645; P=.003). No significant changes were observed in negative attitudes, negative counseling beliefs, or socially supportive beliefs. In exploratory baseline-adjusted regressions, overall perceived app quality was associated with positive counseling expectations, but not with positive help-seeking attitudes.

conclusionsFruto shows promise as a campus-integrated, multidomain platform associated with more favorable help-seeking attitudes and counseling expectations among university students. These findings suggest that multidomain platforms may strengthen positive, approach-oriented beliefs toward professional support. Future studies with longer follow-up and objective usage or service-use data are needed to examine whether attitudinal changes translate into help-seeking behavior.

trial registrationClinical Research Information Service KCT0010622; https://cris.nih.go.kr/cris/search/detailSearch.do?seq=30274&search_page=L.

Indexed as

Help-Seeking BehaviorMental HealthMental Health ServicesMobile ApplicationsPatient Acceptance of Health CareStudentsAdultCounselingDigital HealthFemaleHumansMaleUniversitiesYoung Adultapp usabilitydigital mental healthhelp-seekingmixed methodsmobile healthmultidomain platformstigma reductionuniversity students

Identifiers

PMID42329676
PMCPMC13338677

What OpenQuestion holds

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LicenceCC BY
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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.