Mapping the Research Landscape of Brief Cognitive Behavioral Therapy in High School Education: A VOSviewer-Assisted Literature Review
DOI:
https://doi.org/10.36456/bp.vol21.no2.a10678Keywords:
Brief CBT Bibliometric Analysis, High School, Student Mental HealthAbstract
Adolescent mental health needs in schools are rising, yet the global research landscape of Brief Cognitive Behavioural Therapy (Brief CBT) in secondary education is underexplored. A bibliometric analysis of 52 Scopus-indexed publications was conducted using VOSviewer to map trends, thematic clusters, and key contributors. Publications increased steadily over the past decade, peaking after 2020. A shift was observed from individual, clinic-based therapy to school-integrated approaches, including classroom sessions, group formats, digital tools, mindfulness strategies, and peer facilitation. Four thematic clusters emerged: adolescent emotional health, preventive strategies, coping skills, and culturally adapted programmes. Research gaps remain in family engagement, teacher-led delivery, and long-term culturally responsive models, especially in Southeast Asia and Sub-Saharan Africa. This study provides a roadmap for advancing Brief CBT in schools, positioning it as a scalable, accessible, and sustainable component of global school-based mental health systems.
References
Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959–975. https://doi.org/10.1016/j.joi.2017.08.007.
Avci, D., & Kelleci, M. (2016). Effects of the Anger Coping Programme based on cognitive behavioural techniques on adolescents’ anger, aggression and psychological symptoms. International Journal of Nursing Practice, 22(2), 189–196. Scopus. https://doi.org/10.1111/ijn.12410.
Axelrod, M. I., Coolong-Chaffin, M., & Hawkins, R. O. (Eds.). (2021). School-based behavioral intervention case studies: Effective problem solving for school psychologists. Routledge. https://doi.org/10.4324/9780429291319
Beck, J. S. (2021). Cognitive Behavior Therapy: Basics and Beyond. Guilford Publications.
Beck, J. S., & Fleming, S. (2021). A brief history of Aaron T. Beck, MD, and Cognitive Behavior Therapy. Clinical Psychology in Europe, 3(2), e6701. https://doi.org/10.32872/cpe.6701
Brown, J., James, K., Lisk, S., Shearer, J., Byford, S., Stallard, P., Deighton, J., Saunders, D., Yarrum, J., Fonagy, P., Weaver, T., Sclare, I., Day, C., Evans, C., & Carter, B. (2024). Clinical effectiveness and cost-effectiveness of a brief accessible cognitive behavioural therapy programme for stress in school-aged adolescents (BESST): A cluster randomised controlled trial in the UK. The Lancet Psychiatry, 11(7), 504–515. Scopus. https://doi.org/10.1016/S2215-0366(24)00101-9
DeMartini, S. E., Gallegos, M. I., Altenburger, L., & Carone, N. (2024). Editorial: Family men: fathers as coparents in diverse contexts and family structures, volume II. Frontiers in Psychology, 15, 1504391. https://doi.org/10.3389/fpsyg.2024.1504391
Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285–296. https://doi.org/10.1016/j.jbusres.2021.04.070
Eppelmann, L., Parzer, P., Lenzen, C., Bürger, A., Haffner, J., Resch, F., & Kaess, M. (2018). Cluster-randomized, controlled evaluation of stress management training for high school students. Zeitschrift fur Kinder- und Jugendpsychiatrie und Psychotherapie, 46(6), 497–504. Scopus. https://doi.org/10.1024/1422-4917/a000577
Falagas, M. E., Pitsouni, E. I., Malietzis, G. A., & Pappas, G. (2008). Comparison of PubMed, Scopus, Web of Science, and Google Scholar: Strengths and weaknesses. The FASEB Journal, 22(2), 338–342. https://doi.org/10.1096/fj.07-9492LSF
García Del Castillo-López, Á. (2025). Editorial: An integrative proposal in addiction and health behaviors psychosocial research: overview of new trends and future orientations. Frontiers in Psychology, 16, 1565681. https://doi.org/10.3389/fpsyg.2025.1565681
Guzick, A. G., Leong, A. W., Dickinson, E. M., Schneider, S. C., Zopatti, K., Manis, J., Meinert, A. C., Barth, A. M., Perez, M., Campo, D. M., Weinzimmer, S. A., Cepeda, S. L., Mathai, D., Shah, A., Goodman, W. K., Salloum, A., Kennedy, S., Ehrenreich-May, J., & Storch, E. A. (2022). Brief, parent-led, transdiagnostic cognitive-behavioral teletherapy for youth with emotional problems related to the COVID-19 pandemic. Journal of Affective Disorders, 301, 130–137. Scopus. https://doi.org/10.1016/j.jad.2022.01.034
Haugland, B. S. M., Haaland, Å. T., Baste, V., Bjaastad, J. F., Hoffart, A., Rapee, R. M., Raknes, S., Himle, J. A., Husabø, E., & Wergeland, G. J. (2020). Effectiveness of Brief and Standard School-Based Cognitive-Behavioral Interventions for Adolescents With Anxiety: A Randomized Noninferiority Study. Journal of the American Academy of Child & Adolescent Psychiatry, 59(4), 552-564.e2. https://doi.org/10.1016/j.jaac.2019.12.003
Kato, K., Matsumoto, Y., & Hirano, Y. (2022). Effectiveness of school-based brief cognitive behavioral therapy with mindfulness in improving the mental health of adolescents in a Japanese school setting: A preliminary study. Frontiers in Psychology, 13. Scopus. https://doi.org/10.3389/fpsyg.2022.895086
Kumar, R., Das, Dr. P. K., & Gussai, Dr. V. S. (2024). Effect of Mantra Yoga on Psychological Variables among Persons with Disability: A Short Review: mantra yoga. Indian Journal of YOGA Exercise & Sport Science and Physical Education, 9(2), 41–44. https://doi.org/10.58914/ijyesspe.2024-9.2.6
Mansour, N., Labib, N., Khalil, M., & Esmat, S. (2022). Brief Cognitive Behavioral Therapy for Patients with Comorbid Depression and Type 2 Diabetes in an Urban Primary Care Facility: Randomized Controlled Trial. Open Access Macedonian Journal of Medical Sciences, 10(E), 60–67. https://doi.org/10.3889/oamjms.2022.7883
Moral-Muñoz, J. A., Herrera-Viedma, E., Santisteban-Espejo, A., & Cobo, M. J. (2020). Software tools for conducting bibliometric analysis in science: An up-to-date review. El Profesional de La Información, 29(1), 1–20. https://doi.org/10.3145/epi.2020.ene.03
Nethan, S. T., Sinha, D. N., Chandan, K., & Mehrotra, R. (2018). Smokeless tobacco cessation interventions: A systematic review. Indian Journal of Medical Research, 148(4), 396–410. Scopus. https://doi.org/10.4103/ijmr.IJMR_1983_17
Peter, A., Srivastava, R., Agarwal, A., & Singh, A. P. (2022). The Effect of Mindfulness-based Cognitive Therapy on Anxiety and Resilience of the School Going Early Adolescents with Anxiety. Journal of Indian Association for Child and Adolescent Mental Health, 18(2), 176–185. Scopus. https://doi.org/10.1177/09731342221127959
Piepiora, P. A., Piepiora, Z. N., Stackeová, D., Bagińska, J., Ga̧sienica-Walczak, B., & Čaplová, P. (2025). Editorial: Physical culture for mental health. Frontiers in Psychology, 15, 1537842. https://doi.org/10.3389/fpsyg.2024.1537842
Pile, V., Smith, P., Leamy, M., Blackwell, S. E., Meiser-Stedman, R., Stringer, D., Ryan, E. G., Dunn, B. D., Holmes, E. A., & Lau, J. Y. F. (2018). A brief early intervention for adolescent depression that targets emotional mental images and memories: Protocol for a feasibility randomised controlled trial (IMAGINE trial). Pilot and Feasibility Studies, 4(1). Scopus. https://doi.org/10.1186/s40814-018-0287-3
Prieto-Ayuso, A., Platvoet, S. W.-J., De Niet, M., & Infantes-Paniagua, Á. (2025). Editorial: Physical Education among gifted students. Frontiers in Sports and Active Living, 7, 1565121. https://doi.org/10.3389/fspor.2025.1565121
Rohde, P., Brière, F. N., & Stice, E. (2018). Major depression prevention effects for a cognitive-behavioral adolescent indicated prevention group intervention across four trials. Behaviour Research and Therapy, 100, 1–6. Scopus. https://doi.org/10.1016/j.brat.2017.10.013
Rohde, P., Stice, E., Shaw, H., & Brière, F. N. (2014). Indicated cognitive behavioral group depression prevention compared to bibliotherapy and brochure control: Acute effects of an effectiveness trial with adolescents. Journal of Consulting and Clinical Psychology, 82(1), 65–74. Scopus. https://doi.org/10.1037/a0034640
Rohde, P., Stice, E., Shaw, H., & Gau, J. M. (2015). Effectiveness trial of an indicated cognitive-behavioral group adolescent depression prevention program versus bibliotherapy and brochure control at 1- and 2-year follow-up. Journal of Consulting and Clinical Psychology, 83(4), 736–747. Scopus. https://doi.org/10.1037/ccp0000022
Sethi, S., Quershi, N. A., & Di Lorenzo, G. (2025). Editorial: Developmental trajectories of early life trauma. Frontiers in Psychiatry, 15, 1548431. https://doi.org/10.3389/fpsyt.2024.1548431
Spowart, K. M., Reilly, K., Mactier, H., & Hamilton, R. (2023). Executive functioning, behavioural, emotional, and cognitive difficulties in school-aged children prenatally exposed to methadone. Frontiers in Pediatrics, 11. Scopus. https://doi.org/10.3389/fped.2023.1118634
Szász-Janocha, C., Vonderlin, E., & Lindenberg, K. (2021). Treatment outcomes of a CBT-based group intervention for adolescents with Internet use disorders. Journal of Behavioral Addictions, 9(4), 978–989. Scopus. https://doi.org/10.1556/2006.2020.00089
Taylor, L., Giles, S., Howitt, S., Ryan, Z., Brooks, E., Radley, L., Thomson, A., Whitaker, E., Knight, F., Hill, C., Violato, M., Waite, P., Raymont, V., Yu, L.-M., Harris, V., Williams, N., & Creswell, C. (2022). A randomised controlled trial to compare clinical and cost-effectiveness of an online parent-led treatment for child anxiety problems with usual care in the context of COVID-19 delivered in Child and Adolescent Mental Health Services in the UK (Co-CAT): A study protocol for a randomised controlled trial. Trials, 23(1). Scopus. https://doi.org/10.1186/s13063-022-06833-5
Van Eck, N. J., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523–538. https://doi.org/10.1007/s11192-009-0146-3
World Health Organization. (2024). Country Cooperation Strategy 2023–2027. Indonesia continuity and change. World Health Organization, Country Office for Indonesia.
Zupic, I., & Čater, T. (2015). Bibliometric Methods in Management and Organization. Organizational Research Methods, 18(3), 429–472. https://doi.org/10.1177/1094428114562629
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