The Application of Big Data Technology in Teaching College Students’ Mental Health Education in Colleges and Universities

[1] Li, X., Fan, X., Qu, X., Sun, G., & Liao, Z. (2019). Curriculum reform in big data education at applied technical colleges and universities in china. IEEE Access, PP(99), 1-1. Search in Google Scholar

[2] José L. Pastrana, Reigal, R. E., Verónica Morales-Sánchez, Morillo-Baro, J. P., & Antonio Hernández-Mendo. (2019). Data mining in the mixed methods: application to the study of the psychological profiles of athletes. Frontiers in Psychology, 10, 2675. Search in Google Scholar

[3] Su, G. (2019). Analysis of optimisation method for online education data mining based on big data assessment technology. International Journal of Continuing Engineering Education and Life-long Learning, 29(4), 321-335. Search in Google Scholar

[4] Faus, D., De, M. C. L., Castro, M. C., Keefe-Oates, B., Reichenheim, M. E., & Taquette, S. (2020). Sexual dating violence victimization and adolescent psychological distress in rio de janeiro, brazil. European Journal of Public Health(Supplement_5), Supplement_5. Search in Google Scholar

[5] Leo, Willyanto, Santoso, & Yulia. (2017). Data warehouse with big data technology for higher education. Procedia Computer Science. Search in Google Scholar

[6] Nogueira, M. J., Barros, L., & Sequeira, C. (2017). Psychometric properties of the psychological vulnerability scale in higher education students. Journal of the American Psychiatric Nurses Association (3), 23. Search in Google Scholar

[7] Du, M. (2020). Application of information communication network security management and control based on big data technology. International Journal of Communication Systems. Search in Google Scholar

[8] Hossain, S., Anjum, A., Uddin, M. E., Rahman, M. A., & Hossain, M. F. (2019). Impacts of socio-cultural environment and lifestyle factors on the psychological health of university students in bangladesh: a longitudinal study. Journal of Affective Disorders, 256, 393-403. Search in Google Scholar

[9] Daniel, B. K. (2019). Big data and data science: a critical review of issues for educational research. British Journal of Educational Technology, 50(1). Search in Google Scholar

[10] Mayor-Silva, Luis IvanRomero-Saldana, ManuelMoreno-Pimentel, Antonio GabrielAlvarez-Melcon, AngelaMolina-Luque, RafaelMeneses-Monroy, Alfonso. (2021). The role of psychological variables in improving resilience: comparison of an online intervention with a face-to-face intervention. a randomised controlled clinical trial in students of health sciences. Nurse education today, 99(1). Search in Google Scholar

[11] Ordons, A. L. R. D., Ellaway, R. H., & Eppich, W. (2022). The many spaces of psychological safety in health professions education. Medical education, 56(11), 1060-1063. Search in Google Scholar

[12] Vilhjalmsson, R. (2019). Physical education, leisure time physical activity, and psychological distress in adolescence. The European Journal of Public Health, 29(Supplement_4). Search in Google Scholar

[13] Maria, José, Nogueira, Luisa, Barros, & Carlos. (2017). Psychometric properties of the psychological vulnerability scale in higher education students. Journal of the American Psychiatric Nurses Association. Search in Google Scholar

[14] Kichuk, A. (2019). Emotional and personal features of psychological health of a student in psychological discourse. Science and Education. Search in Google Scholar

[15] Choudhury, A., & Asan, O. (2021). Impact of using wearable devices on psychological distress: analysis of the health information national trends survey. International Journal of Medical Informatics, 156, 104612-. Search in Google Scholar

[16] Dougherty, D., Leblanc, N., Armstrong, P., Wittenberg, R., & Cope, E. (2020). Teen psychological, social, and emotional well-being: moving upstream with evidence‐informed policies. Health Services Research, 55. Search in Google Scholar

[17] Yin, Z. (2021). Research on the application of music-based psychological adjustment in improving postgraduates’ mental health. Revista Brasileira de Medicina do Esporte, 27(spe), 43-46. Search in Google Scholar

[18] D’Mello, S. K., Tay, L., & Southwell, R. (2022). Psychological measurement in the information age: machine-learned computational models:. Current Directions in Psychological Science, 31(1), 76-87. Search in Google Scholar

[19] Montiel, C. J., & Uyheng, J. (2021). Foundations for a decolonial big data psychology. Journal of Social Issues(4). Search in Google Scholar

[20] Adjerid, I., & Kelley, K. (2018). Big data in psychology: a framework for research advancement. American Psychologist, 73(7), 899. Search in Google Scholar

[21] Aboujaoude, E. (2019). Protecting privacy to protect mental health: the new ethical imperative. Journal of medical ethics. Search in Google Scholar