Associations between online dating platform use and mental and sexual health among a mixed sexuality college student sample

Jennings, Todd; Chen, Yen Ling; Way, Bailey M.; Borgogna, Nicholas C.; Kraus, Shane W.

doi:10.1016/j.chb.2023.107727

Cited by 6 publications

(1 citation statement)

References 54 publications

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“…The physical and mental health education of college students has shown new changes in the digital era, mainly in the form of teaching and educational concepts, and the advantages of physical and mental health education of college students in the digital era are highlighted by the richness of the Internet resources, diversified methods, and accurate content [7]- [9]. Secondly, college students' physical and mental health education courses are rich and diversified, and college teachers add video, picture, text and other forms into the teaching to make the teaching methods more rich and diversified [10]- [12], which not only increases the attractiveness of the classroom, but also effectively improves the attention of the content of physical and mental health education, and lastly, the physical and mental health education platform has been well applied in the digital era.…”

Section: Introductionmentioning

confidence: 99%

Exploring the Educational Potential of Online Platforms in Adolescent Physical and Mental Health Promotion

Sun

2024

Arch. Sci.

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This study is dedicated to evaluating the effectiveness of online platforms in the educational application of adolescent mental health. Using clustering algorithms, C4.5 decision trees, and item-based collaborative filtering techniques, this paper explores strategies for constructing mental health portraits and recommending educational videos. The results show that these techniques enable online platforms to accurately identify students’ mental states and provide customized educational content. In a three-month experiment, the platform effectively enhanced the psychological state of adolescents through mental health education. After use, students’ self-assessed mental health increased by 15\% and showed significant improvement in coping with stress and adapting to new environments. The study shows that the online education platform has a significant facilitating role in the field of adolescent mental health education and can provide effective mental health support for adolescents.

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