AI-Driven Multimodal Therapeutic System with Virtual Reality Integration for Anxiety Disorders in Adolescents
الملخص
Anxiety disorders are increasingly prevalent, especially in the Middle East, with a prevalence of 6.33%, where social stigma often discourages individuals from seeking medical help. Traditional clinical interviews frequently lead to misdiagnoses, and single-approach therapies typically address only one or two of the three dimensions of anxiety (cognitive, psychological, and physiological). To address these challenges, a mobile application was developed to provide accessible, effective mental health support for adolescents aged 13–19. The app features an AI chatbot that diagnoses users based on the DSM-V and SCIDRV-V criteria to design an unstructured diagnostic model integrating four therapeutic approaches: Cognitive Behavioral Therapy (CBT), Acceptance and Commitment Therapy (ACT), Mindfulness-Based Cognitive Therapy (MBCT), and Mindfulness-Based Stress Reduction (MBSR) by utilizing the flexibility of the Gemini API to address the multidimensional nature of anxiety. The app includes a journaling page to allow adolescents to document thoughts, a history page to provide context for diagnosis, and video-based group therapy to enhance social skills. To ensure a successful group therapy experience, the Adolescent Group Therapy Readiness Questionnaire (AGTRQ), an adapted form of the Group Therapy Questionnaire (GTQ) and Group Readiness Questionnaire (GRQ), is filled by users to place them in suitable groups. Additionally, the app supports all languages, including Egyptian dialects, and ensures privacy through encrypted chat histories, wiΔM=-7.5, 95% CI [-8.2, -6.8]), exceeding the 4–6 point Minimal Clinically Important Difference (MCID) threshold used in pediatric anxiety measures, with anxiety reductions 4.5× greater than the control group, outperforming standalone iCBT. The app demonstrates its potential as a scalable, evidence-based solution for regions with stigma or limited access to mental health services, offering both accessibility and effectiveness in managing adolescents’ anxiety disorders.
المراجع
- American Psychiatric Association. (2013). Anxiety disorders. In Diagnostic and statistical manual of mental disorders (5th ed., pp. 189–233). American Psychiatric Publishing.
- Ayes, S. C., & Pierson, H. (2005). Acceptance and commitment therapy. In A. Freeman (Ed.), Encyclopedia of Cognitive Behavior Therapy (pp. 1–4). Springer.
- Azeemi, S., Iram, H., Younas, Q., & Azeemi, A. (2018). Effect of blue colour (453 nm visible range radiation) on anxiety in college students. Chinese Medicine, 9(1), 1–6. https://doi.org/10.4236/cm.2018.91001
- Bandelow, B., Michaelis, S., & Wedekind, D. (2017). Treatment of anxiety disorders. Dialogues in Clinical Neuroscience, 19(2), 93–107. https://doi.org/10.31887/DCNS.2017.19.2/bbandelow
- Ciarrochi, J., & Bailey, A. (2008). A CBT-practitioner’s guide to ACT: How to bridge the gap between cognitive behavioral therapy and acceptance and commitment therapy. New Harbinger Publications.
- Curtiss, J. E., Levine, D. S., Ander, I., & Baker, A. W. (2021). Cognitive-behavioral treatments for anxiety and stress-related disorders. FOCUS: The Journal of Lifelong Learning in Psychiatry, 19(2), 184–189. https://doi.org/10.1176/appi.focus.20200045
- D’Alfonso, S. (2020). AI in mental health. Current Opinion in Psychology, 36, 112–117. https://doi.org/10.1016/j.copsyc.2020.04.005
- First, M. B., Williams, J. B. W., Karg, R. S., & Spitzer, R. L. (2015). Module F: Anxiety disorders. In User’s guide for the structured clinical interview for DSM-5 disorders, research version (SCID-5-RV) (pp. 127–141). American Psychiatric Association Publishing.
- Hallis, L., Cameli, L., Dionne, F., & Knäuper, B. (2016). Combining cognitive therapy with acceptance and commitment therapy for depression: A manualized group therapy. Journal of Psychotherapy Integration, 26(2), 186–201. https://doi.org/10.1037/int0000028
- Holohan, M., & Fiske, A. (2021). “Like I’m talking to a real person”: Exploring the meaning of transference for the use and design of AI-based applications in psychotherapy. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.720476
- Institute for Health Metrics and Evaluation (IHME). (2021). Global Burden of Disease Study 2019 (GBD 2019) Results. VizHub. https://vizhub.healthdata.org/gbd-results/
- Javaid, S. F., Hashim, I. J., Hashim, M. J., Stip, E., Samad, M. A., & Ahbabi, A. A. (2023). Epidemiology of anxiety disorders: Global burden and sociodemographic associations. Middle East Current Psychiatry, 30(1). https://doi.org/10.1186/s43045-023-00315-3
- Lubos, L. (2012). The role of colors in stress reduction. Liceo Journal of Higher Education Research, 5(2). https://doi.org/10.7828/ljher.v5i2.39
- Niazi, A. K., & Niazi, S. K. (2011). Mindfulness-based stress reduction: A non-pharmacological approach for chronic illnesses. North American Journal of Medical Sciences, 3(1), 20–23. https://doi.org/10.4297/najms.2011.320
- Nicoară, N. D., Marian, P., Petriș, A. O., Delcea, C., & Manole, F. (2023). A review of the role of cognitive-behavioral therapy on anxiety disorders of children and adolescents. Pharmacophore, 14(4), 35–39. https://doi.org/10.51847/lKULo5pB1T
- O’Donohue, W. T., & Masuda, A. (Eds.). (2022). Behavior therapy: First, second, and third waves. Springer.
- Peter, A., Srivastava, R., Agarwal, A., & Singh, A. P. (2022). The effect of mindfulness-based cognitive therapy on anxiety and resilience of school-going early adolescents with anxiety. Journal of Indian Association for Child and Adolescent Mental Health, 18(2), 176–185. https://doi.org/10.1177/09731342221127959
- Petersen, J. M., Ona, P. Z., & Twohig, M. P. (2022). A review of acceptance and commitment therapy for adolescents: Developmental and contextual considerations. Cognitive and Behavioral Practice, 31(1), 72–89. https://doi.org/10.1016/j.cbpra.2022.08.002
- Ritola, V., Lipsanen, J. O., Pihlaja, S., Gummerus, E., Stenberg, J., Saarni, S., & Joffe, G. (2021). Internet-delivered cognitive behavioral therapy for generalized anxiety disorder in nationwide routine care: Effectiveness study. Journal of Medical Internet Research, 24(3), e29384. https://doi.org/10.2196/29384
- Tutun, S., Johnson, M. E., Ahmed, A., et al. (2023). An AI-based decision support system for predicting mental health disorders. Information Systems Frontiers, 25, 1261–1276. https://doi.org/10.1007/s10796-022-10282-5
- Williams, J. M. G., Russell, I., & Russell, D. (2008). Mindfulness-based cognitive therapy: Further issues in current evidence and future research. Journal of Consulting and Clinical Psychology, 76(3), 524–529. https://doi.org/10.1037/0022-006x.76.3.524
- Zhou, X., Guo, J., Lu, G., Chen, C., Xie, Z., Liu, J., & Zhang, C. (2020). Effects of mindfulness-based stress reduction on anxiety symptoms in young people: A systematic review and meta-analysis. Psychiatry Research, 289, 113002. https://doi.org/10.1016/j.psychres.2020.113002
التنزيلات
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