Research on Intelligent Decision Support System for Student Management and Mental Health Intervention in Higher Education Institutions

[1] Sharp, J., & Theiler, S. (2018). A review of psychological distress among university students: Pervasiveness, implications and potential points of intervention. International Journal for the advancement of counselling, 40, 193-212. Search in Google Scholar

[2] Ebert, D. D., Mortier, P., Kaehlke, F., Bruffaerts, R., Baumeister, H., Auerbach, R. P., ... & WHO World Mental Health—International College Student Initiative collaborators. (2019). Barriers of mental health treatment utilization among first‐year college students: First cross‐national results from the WHO World Mental Health International College Student Initiative. International journal of methods in psychiatric research, 28(2), e1782. Search in Google Scholar

[3] Kern, L., Mathur, S. R., Albrecht, S. F., Poland, S., Rozalski, M., & Skiba, R. J. (2017). The need for school-based mental health services and recommendations for implementation. School Mental Health, 9, 205-217. Search in Google Scholar

[4] Harding, S., Morris, R., Gunnell, D., Ford, T., Hollingworth, W., Tilling, K., ... & Kidger, J. (2019). Is teachers’ mental health and wellbeing associated with students’ mental health and wellbeing?. Journal of affective disorders, 242, 180-187. Search in Google Scholar

[5] Levin, M. E., Haeger, J. A., Pierce, B. G., & Twohig, M. P. (2017). Web-based acceptance and commitment therapy for mental health problems in college students: A randomized controlled trial. Behavior modification, 41(1), 141-162. Search in Google Scholar

[6] McGorry, P. D., & Mei, C. (2018). Early intervention in youth mental health: progress and future directions. BMJ Ment Health, 21(4), 182-184. Search in Google Scholar

[7] Ebert, D. D., Van Daele, T., Nordgreen, T., Karekla, M., Compare, A., Zarbo, C., ... & Baumeister, H. (2018). Internet-and mobile-based psychological interventions: applications, efficacy, and potential for improving mental health. European Psychologist. Search in Google Scholar

[8] Weir, K. (2020). Safeguarding student mental health. Monitor on Psychology, 51(6), 47-52. Search in Google Scholar

[9] Son, C., Hegde, S., Smith, A., Wang, X., & Sasangohar, F. (2020). Effects of COVID-19 on college students’ mental health in the United States: Interview survey study. Journal of medical internet research, 22(9), e21279. Search in Google Scholar

[10] Galante, J., Dufour, G., Vainre, M., Wagner, A. P., Stochl, J., Benton, A., ... & Jones, P. B. (2018). A mindfulness-based intervention to increase resilience to stress in university students (the Mindful Student Study): a pragmatic randomised controlled trial. The Lancet Public Health, 3(2), e72-e81. Search in Google Scholar

[11] Gueldner, B. A., Feuerborn, L. L., & Merrell, K. W. (2020). Social and emotional learning in the classroom: Promoting mental health and academic success. Guilford Publications. Search in Google Scholar

[12] Huang, J., Nigatu, Y. T., Smail-Crevier, R., Zhang, X., & Wang, J. (2018). Interventions for common mental health problems among university and college students: A systematic review and meta-analysis of randomized controlled trials. Journal of psychiatric research, 107, 1-10. Search in Google Scholar

[13] Winzer, R., Lindberg, L., Guldbrandsson, K., & Sidorchuk, A. (2018). Effects of mental health interventions for students in higher education are sustainable over time: a systematic review and meta-analysis of randomized controlled trials. PeerJ, 6, e4598. Search in Google Scholar

[14] Harrer, M., Adam, S. H., Baumeister, H., Cuijpers, P., Karyotaki, E., Auerbach, R. P., ... & Ebert, D. D. (2019). Internet interventions for mental health in university students: A systematic review and meta‐ analysis. International journal of methods in psychiatric research, 28(2), e1759. Search in Google Scholar

[15] O’Reilly, M., Svirydzenka, N., Adams, S., & Dogra, N. (2018). Review of mental health promotion interventions in schools. Social psychiatry and psychiatric epidemiology, 53, 647-662. Search in Google Scholar

[16] Carsley, D., Khoury, B., & Heath, N. L. (2018). Effectiveness of mindfulness interventions for mental health in schools: A comprehensive meta-analysis. Mindfulness, 9, 693-707. Search in Google Scholar

[17] Lattie, E. G., Adkins, E. C., Winquist, N., Stiles-Shields, C., Wafford, Q. E., & Graham, A. K. (2019). Digital mental health interventions for depression, anxiety, and enhancement of psychological well-being among college students: systematic review. Journal of medical Internet research, 21(7), e12869. Search in Google Scholar

[18] Baik, C., Larcombe, W., & Brooker, A. (2019). How universities can enhance student mental wellbeing: The student perspective. Higher Education Research & Development, 38(4), 674-687. Search in Google Scholar

[19] Auerbach, R. P., Mortier, P., Bruffaerts, R., Alonso, J., Benjet, C., Cuijpers, P., ... & Kessler, R. C. (2018). WHO world mental health surveys international college student project: Prevalence and distribution of mental disorders. Journal of abnormal psychology, 127(7), 623. Search in Google Scholar

[20] Tutun, S., Johnson, M. E., Ahmed, A., Albizri, A., Irgil, S., Yesilkaya, I., ... & Harfouche, A. (2023). An AI-based decision support system for predicting mental health disorders. Information Systems Frontiers, 25(3), 1261-1276. Search in Google Scholar

[21] Rowe, S. L., Patel, K., French, R. S., Henderson, C., Ougrin, D., Slade, M., & Moran, P. (2018). Web-based decision aid to assist help-seeking choices for young people who self-harm: outcomes from a randomized controlled feasibility trial. JMIR mental health, 5(1), e8098. Search in Google Scholar