Evidence mapPaperPMID 42454530Full record

ArticleInternational journal of qualitative studies on health and well-being2026

Integration of cognitive behavioral therapy and mobile health applications among university students with depression: a qualitative study.

Li-Ting Chen, Hsin-Tien Hsu, Meei-Fang Lou, Chia-Yi Wu, Cheng-Han Lin, Yueh-Hsiu Lin

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Article in International journal of qualitative studies on health and well-being, 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

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Li-Ting ChenSchool of Nursing, College of Nursing, Kaohsiung Medical University, Kaohsiung, Taiwan, ROC.ORCID 0000-0001-6167-3039
Hsin-Tien HsuSchool of Nursing, College of Nursing, Kaohsiung Medical University, Kaohsiung, Taiwan, ROC.ORCID 0000-0001-9638-1589
Meei-Fang LouSchool of Nursing, College of Medicine, National Taiwan University, Taipei, Taiwan, ROC.ORCID 0000-0001-6574-8050
Chia-Yi WuSchool of Nursing, College of Medicine, National Taiwan University, Taipei, Taiwan, ROC.ORCID 0000-0003-1756-557X
Cheng-Han LinDepartment of Health-Business Administration, School of Nursing, Fooyin University, Kaohsiung, Taiwan, ROC.ORCID 0000-0003-4363-5973
Yueh-Hsiu LinSchool of Nursing, College of Nursing, Kaohsiung Medical University, Kaohsiung, Taiwan, ROC.ORCID 0000-0002-2101-2073

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMost applications for depression lack comprehensive theoretical integration and qualitative assessments of university students' needs remain insufficient.

objectiveThis study aimed to explore the needs and experiences of university students with depressive symptoms and develop a theory-driven app design framework tailored to the target population.

methodsA post-positivist qualitative framework was used to recognize the value of subjective experience. Semi-structured interviews were conducted with 32 students with moderate to moderately severe depression. Reflexive thematic analysis was used to identify themes in the data.

resultsThree themes emerged: app design, help-seeking processes, and core features of cognitive behavioral therapy. Students emphasized the importance of discreet, user-friendly design, such as positive naming, privacy protection, and flexible reminder functions. Although some expressed concerns regarding the empathy and reliability of artificial intelligence, others valued its anonymity and capacity to provide immediate support. Regarding theoretical integration, participants considered monitoring emotions and physical sensations essential but also highlighted the need for diverse and personalized methods. The conceptualization of self-monitoring data was considered useful for facilitating clinical consultations.

conclusionStudents considered theory-based health education as effective for improving mental health knowledge and promoting help-seeking awareness. The findings support clinical decision-making in developing more effective digital tools.

Indexed as

Cognitive Behavioral TherapyDepressionMobile ApplicationsStudentsAdolescentAdultDigital HealthFemaleHelp-Seeking BehaviorHumansMaleQualitative ResearchTelemedicineUniversitiesYoung AdultCognitive behavioral therapydepressionhelp-seekingmobile applicationstelemedicine

Identifiers

PMID42454530
PMCPMC13374782

What Socratic holds

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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 Socratic graph.