Mapping a Decade of Bullying Research in Counseling: A Bibliometric Analysis Using VOSviewer
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Published: 30 June 2025
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Page: 93-112
Abstract
This study presents a bibliometric analysis of research trends on bullying within the counseling field, based on 174 peer-reviewed articles indexed in the Scopus database between 2014 and 2024. Bibliometric techniques—including keyword co-occurrence mapping, co-authorship network analysis, and citation tracking—were conducted using VOSviewer to identify dominant themes, influential authors and journals, and patterns of scholarly collaboration. The analysis revealed eight major keyword clusters, primarily centered around childhood adversity, mental health outcomes, and counseling-based intervention strategies. Prominent contributors included authors such as Espelage, D.L., and journals such as Children and Youth Services Review, School Psychology International, and the Journal of Counseling & Development. The United States, the United Kingdom, and Australia emerged as the most productive countries, with medicine, psychology, and social sciences dominating the subject areas. Research output peaked in 2021 and 2023. Despite the overall growth in scholarly interest, topics such as cyberbullying and anti-violence education remained underrepresented, indicating important gaps for future exploration. These insights offer a clearer understanding of the field’s evolution and provide valuable direction for researchers, practitioners, and policymakers committed to advancing bullying-related interventions in counseling contexts.
- Bullying
- Counseling
- Bibliometric analysis
- Mental health
- Intervention strategies

This work is licensed under a Creative Commons Attribution 4.0 International License.
- Abimannan, V., Pothapregada, S., Varadhan, B. B., Abimannan, S. V., & Mathew, R. A. (2021). Prevalence of Depression among 8–17 Years of Age Attending OPD at a Tertiary Care Hospital. Indian Journal of Pediatrics, 88(8), 824. https://doi.org/10.1007/s12098-021-03790-w
- Abramo, G., D’Angelo, C. A., & Di Costa, F. (2009). Abramo, G., D’Angelo, C. A., & Di Costa, F. Research Collaboration and Productivity: Is There Correlation?. Higher Education, 57, 155-171.
- Ahmi, A., & Mohamad, R. (2019). (2019). Bibliometric analysis of global scientific literature on web accessibility. https://www.researchgate.net/publication/334596375_Bibliometric_Analysis_of_Global_Scientific_Literature_on_Web_Accessibility. IJRTE: International Journal of Recent Technology and Engineering, 7(2), 250–258.
- 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
- Avsar, F., & Ayaz-Alkaya, S. (2024). Effect of A Multi-Model Based Intervention on Bullying Prevention through Peer Advocacy. Current Psychology, 43(24), 21383–21392. https://doi.org/10.1007/s12144-024-05874-0
- Ayano, G., Rooney, R., Pollard, C. M., Dantas, J. A. R., Lobo, R., Jeemi, Z., Burns, S., Cunningham, R., Monterosso, S., Millar, L., Hassan, S., Dovchin, S., Oliver, R., Coleman, K., & Alati, R. (2024). Risk and protective factors of youth crime: An umbrella review of systematic reviews and meta-analyses. Clinical Psychology Review, 113. https://doi.org/10.1016/j.cpr.2024.102479
- Burnham, J. F. (2006). Scopus database: A review, Biomed Digit Libr. https://doi.org/10.1186/1742-5581-3-1.
- Calvo-Morata, A., Rotaru, D. C., Alonso-Fernandez, C., Freire-Moran, M., Martinez-Ortiz, I., & Fernandez-Manjon, B. (2020). Validation of a Cyberbullying Serious Game Using Game Analytics. IEEE Transactions on Learning Technologies, 13(1), 186–197. https://doi.org/10.1109/TLT.2018.2879354
- Chillemi, K., Abbott, J. A. M., Austin, D. W., & Knowles, A. (2020). A Pilot Study of an Online Psychoeducational Program on Cyberbullying That Aims to Increase Confidence and Help-Seeking Behaviors among Adolescents. Cyberpsychology, Behavior, and Social Networking, 23(4), 253–256. https://doi.org/10.1089/cyber.2019.0081
- Cosgrave, J., Purple, R. J., Haines, R., Porcheret, K., van Heugten-van der Kloet, D., Johns, L., Alexander, I., Goodwin, G. M., Foster, R. G., & Wulff, K. (2021). Do environmental risk factors for the development of psychosis distribute differently across dimensionally assessed psychotic experiences? Translational Psychiatry, 11(1). https://doi.org/10.1038/s41398-021-01265-2
- Daza, M. Á. P., Alcaide, F. C., Ruiz, R. O., & de Dios Benítez Sillero, J. (2023). Anti-Bullying Pocket Program: Design By an Educational Guidance Team. Revista Espanola de Orientacion y Psicopedagogia, 34(2), 149–167. https://doi.org/10.5944/reop.vol.34.num.2.2023.38071
- Dewi, I. S., & Jauhariyah, M. N. R. (2021). Analisis bibliometrik implementasi pembelajaran fisika berbasis STEM pada tahun 2011-2021. Jurnal Ilmiah Pendidikan Fisika, 5(3), 368–387.
- Dewi, C. I. A. L., & Tience Debora Valentina. (2020). Posttraumatic growth among adolescents victims of bullying. Psikologia: Jurnal Pemikiran Dan Penelitian Psikologi, 15(1), 13–25. https://doi.org/10.32734/psikologia.v15i1.4342
- Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How To Conduct A Bibliometric Analysis: An Overview and Guidelines. https://doi.org/10.1016/j.jbusres.2021.04.070. Journal of Business Research, 133(3), 285–296.
- Doty, J. L., Lynne, S. D., Yourell, J. L., Smith, S. J., Fogarty, K., Pracht, D. W., & Taliaferro, L. A. (2023). Adolescent risk and protection profiles for violence perpetration: Insights for family- and community-based prevention. Aggressive Behavior, 49(4), 396–408. https://doi.org/10.1002/ab.22077
- Fathoni, A. M., Sulaeman, M., Azizah, E. A. N., Styawati, Y., & Ramadhan, M. U. C. (2024). The New Direction of Indonesian Character Education: Bullying, Moral Decadence, and Juvenile Delinquency. Jurnal Pendidikan Agama Islam, 21(1), 22–39. https://doi.org/10.14421/jpai.v21i1.7759
- Feijoo, S., Kuldas, S., Sargioti, A., Kinahan, A., Heaney, D., Gorman, A., & O’Higgins Norman, J. (2024). A Test of Dublin Anti-bullying Self-Efficacy Scale for Teachers (DABSE-T). International Journal of Bullying Prevention. https://doi.org/10.1007/s42380-024-00246-5
- Freska, N. W., & Kep, M. (2023). Bullying dan kesehatan mental remaja. CV. Mitra Edukasi Negeri.
- Gaunt, L., Guy, A., Wolke, D., & Lee, K. S. (2024). Sibling and peer bullying victimization in adolescence: Masculinity, femininity, and the moderating role of sex and popularity. Journal of Adolescence, 96(4), 760–770. https://doi.org/10.1002/jad.12296
- Gerard, A., Noblin, S., Hashmi, S. S., Bean, A. J., Bergstrom, K., Hurst, C. B., Mattox, W., & Stevens, B. (2019). Undergraduate Student Perceptions and Awareness of Genetic Counseling. Journal of Genetic Counseling, 28(1), 27–39. https://doi.org/10.1007/s10897-018-0284-y
- Glanzel, W., & Schubert, A. (2004). Analysing scientific networks through co-authorship. In Handbook of quantitative science and technology research: (pp. Dordrecht: Springer Netherlands. In The use of publication and patent statistics in studies of S&T systems (pp. 257-276).).
- Gonzalez, A., & Masten, A. S. (2015). Resilience in Children: A Review of the LiteratureDe. DOI: [10.1111/cdep.12100](https://doi.org/10.1111/cdep.12100). Child Velopment Perspectives, 9(1), 1–6.
- Hammersley, R., Dalgarno, P., McCollum, S., Reid, M., Strike, Y., Smith, A., Wallace, J., Smart, A., Jack, M., Thompson, A., & Liddell, D. (2016). Trauma in the childhood stories of people who have injected drugs. Addiction Research and Theory, 24(2), 135–151. https://doi.org/10.3109/16066359.2015.1093120
- Hikmat, R., Suryani, S., Yosep, I., Jeharsae, R., Pramukti, I., Sriati, A., Rafiyah, I., & Purnama, H. (2024). The Effect of Empathy Training on Bullying Behavior in Juvenile Prisoners: A Quasi-Experiment. Journal of Multidisciplinary Healthcare, 17, 4177–4188. https://doi.org/10.2147/JMDH.S479364
- Hirsch, R. A., Dierkhising, C. B., & Herz, D. C. (2018). Educational risk, recidivism, and service access among youth involved in both the child welfare and juvenile justice systems. Children and Youth Services Review, 85, 72–80. https://doi.org/10.1016/j.childyouth.2017.12.001
- Jeong, R., Gilbertson, M., Riffle, L. N., & Demaray, M. K. (2024). Participant Role Behavior in Cyberbullying: an Examination of Moral Disengagement Among College Students. International Journal of Bullying Prevention, 6(1), 28–40. https://doi.org/10.1007/s42380-022-00137-7
- Jones, C. (2020). Is person-centred counselling effective when assisting young people who have experienced bullying in schools? Counselling and Psychotherapy Research, 20(4), 657–665. https://doi.org/10.1002/capr.12312
- Kannammal, A., Omprakash, S., & Dheerthan, J. D. (2023). Automated Decision Support System for Cyberbullying Detection. Procedia Computer Science, 230, 760–768. https://doi.org/10.1016/j.procs.2023.12.130
- Kilic, C., Şensoy, G., & İkİz, F. E. (2022). Experiences of School Counselors Working With High School Students With Conduct Problems. Milli Egitim, 51(234), 1233–1256. https://doi.org/10.37669/milliegitim.853538
- Kowalski, R. M., Giumetti, G. W., Schroeder, A. N., & Lattanner, M. R. (2014). Bullying in the digital age: a critical review and meta-analysis of cyberbullying research among youth. Psychological Bulletin, 140(4), 1073.
- Lu, Y., Sun, M., Li, Y., Wu, L., Zhang, X., Wang, J., Huang, Y., & Cao, F. (2023). Association of Workplace Bullying with Suicide Ideation and Attempt Among Chinese Nurses During the COVID-19 Pandemic. Journal of Clinical Psychology in Medical Settings, 30(3), 687–696. https://doi.org/10.1007/s10880-022-09915-3
- Mayer, M. J., Nickerson, A. B., & Jimerson, S. R. (2021b). Preventing School Violence and Promoting School Safety: Contemporary Scholarship Advancing Science, Practice, and Policy. School Psychology Review, 50(2–3), 131–142. https://doi.org/10.1080/2372966X.2021.1949933
- Miller, T. W. (2023). School Violence and Primary Prevention, Second Edition. School Violence and Primary Prevention, Second Edition, 1–735. https://doi.org/10.1007/978-3-031-13134-9
- Milosevic, T., Collier, A., & Norman, J. O. (2023). Leveraging Dignity Theory to Understand Bullying, Cyberbullying, and Children’s Rights. International Journal of Bullying Prevention, 5(2), 108–120. https://doi.org/10.1007/s42380-022-00120-2
- Panduan Lengkap VOSviewer: Menguasai VOSviewer dengan Cepat dan Tepat. Penerbit Adab., (2023).
- Muhammad, I., Mukhibin, A., do muhamad Naser, A., & Dasari, D. (2022). Bibliometric analysis: Research trend of interactive learning media in mathematics learning in Indonesia. Prisma Sains. Jurnal Pengkajian Ilmu Dan Pembelajaran Matematika Dan IPA IKIP Mataram, 11(1), 10–22.
- Muhammad, I., & Triansyah, F. A. (2023). Panduan lengkap analisis bibliometrik dengan VOSviewer: Memahami perkembangan dan tren penelitian di era digital. https://www.google.co.id/books
- Muzquiz, J., Perez-García, A. M., & Bermúdez, J. (2023). Relationship between Direct and Relational Bullying and Emotional Well-being among Adolescents: The role of Self-compassion. Current Psychology, 42(18), 15874–15882. https://doi.org/10.1007/s12144-022-02924-3
- Niedhammer, I., Pineau, E., & Rosankis, E. (2024). The associations of psychosocial work exposures with suicidal ideation in the national French SUMER study. Journal of Affective Disorders, 356, 699–706. https://doi.org/10.1016/j.jad.2024.04.070
- Paljakka, A. (2024). Correction: Teachers’ Awareness and Sensitivity to a Bullying Incident: A Qualitative Study (International Journal of Bullying Prevention, 2023), 10.1007/s42380-023-00185-7. International Journal of Bullying Prevention. https://doi.org/10.1007/s42380-024-00212-1
- Polanin, J. R., Espelage, D. L., Grotpeter, J. K., Ingram, K., Michaelson, L., Spinney, E., ... & Robinson, L. (2022). A systematic review and meta-analysis of interventions to decrease cyberbullying perpetration and victimization. Prevention Science, 23(3), 23(3), 439-454.
- Ponce de Leon, R. G., Ewerling, F., Serruya, S. J., Silveira, M. F., Sanhueza, A., Moazzam, A., Becerra-Posada, F., Coll, C. V. N., Hellwig, F., Victora, C. G., & Barros, A. J. D. (2019). Contraceptive use in Latin America and the Caribbean with a focus on long-acting reversible contraceptives: prevalence and inequalities in 23 countries. The Lancet Global Health, 7(2), e227–e235. https://doi.org/10.1016/S2214-109X(18)30481-9
- Pratiwi, A. I., Equatora, M. A., & Muhammad, A. (2024). Resilience of Narcotics Inmates in Serving Their Sentence in Class Iib Detention Centre in Pandeglang. ANAYASA : Journal of Legal Studies, 2(1), 1–9. https://doi.org/10.61397/ays.v2i1.56
- Rachamin, Y., Nerlich, S. E., Jäger, L., De Gani, S. M., Favre, O., & Senn, O. (2023). Adolescents’ self-reported health status, behaviours and health issues addressed during routine school doctor consultations in Switzerland: an observational study. Swiss Medical Weekly, 153(5). https://doi.org/10.57187/smw.2023.40078
- Roberts, D. C., Taylor, M. E., & Pyle, A. D. A. (2018). Suicide Prevention for School Communities: An Educational Initiative for Student Safety. NASN School Nurse (Print), 33(3), 168–176. https://doi.org/10.1177/1942602X18766499
- Robinson, L. E., Clements, G., Drescher, A., El Sheikh, A., Milarsky, T. K., Hanebutt, R., Graves, K., Delgado, A. V., Espelage, D. L., & Rose, C. A. (2023). Developing a Multi-Tiered System of Support-Based Plan for Bullying Prevention Among Students with Disabilities: Perspectives from General and Special Education Teachers During Professional Development. School Mental Health, 15(3), 826–838. https://doi.org/10.1007/s12310-023-09589-8
- Sainz, V., & Martín-Moya, B. (2023). The importance of prevention programs to reduce bullying: A comparative study. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.1066358
- Salem, A. A. M. S., Al-Huwailah, A. H., Abdelsattar, M., Al-Hamdan, N. A. H., Derar, E., Alazmi, S., Abu Al-Diyar, M., & Griffiths, M. D. (2023). Empathic Skills Training As a Means of Reducing Cyberbullying among Adolescents: An Empirical Evaluation. International Journal of Environmental Research and Public Health, 20(3). https://doi.org/10.3390/ijerph20031846
- Santoso, J. T. (2023). (2023). Teknologi Keamanan Siber (Cyber Security). Penerbit Yayasan Prima Agus Teknik, 1-173.
- Shoham, D. A., Wang, Z., Lindberg, S., Chu, H., Brubaker, L., Brady, S. S., Coyne-Beasley, T., Fitzgerald, C. M., Gahagan, S., Harlow, B. L., Joinson, C., Low, L. K., Markland, A. D., Newman, D. K., Smith, A. L., Stapleton, A., Sutcliffe, S., & Berry, A. (2021). School Toileting Environment, Bullying, and Lower Urinary Tract Symptoms in a Population of Adolescent and Young Adult Girls: Preventing Lower Urinary Tract Symptoms Consortium Analysis of Avon Longitudinal Study of Parents and Children. Urology, 151, 86–93. https://doi.org/10.1016/j.urology.2020.06.060
- Slonje, R., Smith, P. K., & Frisén, A. (2013). (2013). The nature of cyberbullying, and strategies for prevention. Computers in Human Behavior, 29(1), 26-32.
- Smolina, S. G., Khafizov, D. M., & Erlikh, V. (2020). Bibliometric analysis of the publication activity of russian scientific institutions in sports science for 2008-2018. https://doi.org/10.7752/jpes.2020.02112. Journal of Physical Education and Sport, 20(2), 783–790.
- Sticca, F., & Perren, S. (2013). Is cyberbullying worse than traditional bullying? Examining the differential roles of medium, publicity, and anonymity for the perceived severity of bullying. Journal of Youth and Adolescence, 42, 739–750.
- Swearer, S. M., Espelage, D. L., Vaillancourt, T., & Hymel, S. (2010). What can be done about school bullying? Linking research to educational practice. Educational Researcher, 39(1), 38–47.
- Tian, Y., Yang, J., Huang, F., Zhang, X., Wang, X., Fan, L., Du, W., & Xue, H. (2023). An Analysis of the Association between School Bullying Prevention and Control Measures and Secondary School Students’ Bullying Behavior in Jiangsu Province. Behavioral Sciences, 13(11). https://doi.org/10.3390/bs13110954
- Valido, A., Rivas-Koehl, M., Rivas-Koehl, D., Espelage, D. L., Lawrence, T. I., & Robinson, L. E. (2022). Latent Class Analysis of Victimization Patterns and Associated Protective Factors among LGBTQ Youth. International Journal of Environmental Research and Public Health, 19(16). https://doi.org/10.3390/ijerph19169953
- 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
- Velasco Vizcaíno, F., Martin, S. L., Cardenas, J. J., & Cardenas, M. (2021). Employees’ attitudes toward corporate social responsibility programs: The influence of corporate frugality and polychronicity organizational capabilities. Journal of Business Research, 124, 538–546. https://doi.org/10.1016/j.jbusres.2020.11.016
- Venner, K. L., Serier, K., Sarafin, R., Greenfield, B. L., Hirchak, K., Smith, J. E., & Witkiewitz, K. (2021). Culturally tailored evidence-based substance use disorder treatments are efficacious with an American Indian Southwest tribe: an open-label pilot-feasibility randomized controlled trial. Addiction, 116(4), 949–960. https://doi.org/10.1111/add.15191
- Wahab, M., Sujadi, E., & Setioningsih, L. (2017). Strategi Coping Korban Bullying. In Jurnal Tarbawi (Vol. 13, Issue 02). eprints.ums.ac.id. https://eprints.ums.ac.id/id/eprint/87833
- Walsh, Ó., Dettmer, E., Regina, A., Ye, L., Christian, J., Hamilton, J., & Toulany, A. (2021). “I don’t want them to think that what they said matters”: How treatment - seeking adolescents with severe obesity cope with weight-based victimization. Clinical Obesity, 11(3). https://doi.org/10.1111/cob.12437
- Yosep, I., Hikmat, R., & Mardhiyah, A. (2023). School-Based Nursing Interventions for Preventing Bullying and Reducing Its Incidence on Students: A Scoping Review. International Journal of Environmental Research and Public Health, 20(2). https://doi.org/10.3390/ijerph20021577
- Zakiyyah, F. N., Winoto, Y., & Rohanda, R. (2022). Pemetaan bibliometrik terhadap perkembangan penelitian arsitektur informasi pada Google Scholar menggunakan VOSviewer. Information: Journal of Library and Information Science, 2(1), 43. https://doi.org/10.24198/inf.v2i1.37766
- Zupic, I., & Čater, T. (2015). Bibliometric Methods in Management and Organization. Organizational Research Methods, 18(3), 429–472. https://doi.org/10.1177/1094428114562629