Global Research Trends in Educational Counselling: A Bibliometric Analysis from 1976 to 2024

Authors

  • Nur Azmina Paslan
  • Mohd Fadzil Abdul Hanid
  • Fauziah Zaiden
  • Salmalina Salleh
  • Nur Fatihah Raimi

Keywords:

bibliometric analysis; educational counselling trends; health communication in education; culturally responsive counselling

Abstract

With the rise of academic pressures on education all over the world, along with mental health issues and widely differing student needs, there is no doubt that guidance counselling in schools has become a key driver of student success. The present article provides a bibliographical review of 92 articles on Counselling in Education published in Scopus from 1976 to 2024 and maps out the intellectual structure of this field and its research trends. The selection of data began with a PRISMA-driven screening of 3,363 records (automated filtering and eligibility assessment) to the final dataset. OpenRefine (keyword harmonization), BiblioMagika® (frequency and citation metrics), as well as VOSviewer (co-occurrence visualization) were used for the analysis of data. Results indicate a fast-growing number of overall research productivity in the past twenty years, with the U.S.A., India, and the Netherlands being the most productive, with Johns Hopkins University, Tuberculosis Research Center (India), and Maastricht University being the top-ranking institutions. Thematic mapping revealed main clusters were patient counselling, healthcare education, attitudes to health, risk factors for HIV lifecycle, and clinical interventions, as well as emerging topics such as the integrations of counselling in formal education, advancement on ethical and culturally sensitive practices, and strategies for structured communication on health. These findings shed light on the developmental pathway of counselling in education, which also provides some strategic implications for health researchers, practitioners, and policymakers to enhance evidence-based interventions by linking future endeavours with the global public health and educational agenda.

https://doi.org/10.26803/ijlter.24.10.35

References

Aghaei Chadegani, A., Salehi, H., Yunus, M. M., Farhadi, H., Fooladi, M., Farhadi, M., & Ale Ebrahim, N. (2013). A comparison between two main academic literature collections: Web of Science and Scopus databases. Asian Social Science, 9(5), 18–26. https://doi.org/10.5539/ass.v9n5p18

Ahmi, A. (2023). biblioMagika. https://aidi-ahmi.com/index.php/bibliomagika

Al-Momani, M. (2022). Educational and psychological counseling and its role in achieving the aims of the educational process. Journal of Humanities Research, 23(2). https://doi.org/10.23917/humaniora.v23i2.17383

Alves, A., Rodriguez-Conde, M., & Hernández-Ramos, J. P. (2021). Development of a training program for higher education counselor teachers. Ninth International Conference on Technological Ecosystems. https://doi.org/10.1145/3486011.3486537

Amoah, C., & Emmanuel, A. (2020). Exploring the Impact of counseling service on student-teachers’ academic performance. International Journal of Scientific Research and Management, 8(7), 1498–1536. https://doi.org/10.18535/ijsrm/v8i07.el05

Archambault, É., Campbell, D., Gingras, Y., & Larivière, V. (2009). Comparing bibliometric statistics obtained from the Web of Science and Scopus. Journal of the American Society for Information Science and Technology, 60(7), 1320–1326. https://doi.org/10.1002/asi.21062

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

Brown, D. (2014). The significance of counseling in education: Understanding its foundations and practical implications. Pearson Education.

Bornmann, L., & Daniel, H. D. (2008). What do citation counts measure? A review of studies on citing behavior. Journal of Documentation, 64(1), 45–80. https://doi.org/10.1108/00220410810844150

Chankoson, T., Chen, F., Wang, Z., Wang, M., & Sukpasjaroen, K. (2022). Knowledge mapping for the study of artificial intelligence in education research: Literature reviews. Journal of Intelligence Studies in Business, 12(3), 27-37.

Chen, C. (2006). CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature. Journal of the American Society for Information Science and Technology, 57(3), 359–377. https://doi.org/10.1002/asi.20317

Cobo, M. J., López-Herrera, A. G., Herrera-Viedma, E., & Herrera, F. (2011). Science mapping software tools: Review, analysis, and cooperative study among tools. Journal of the American Society for Information Science and Technology, 62(7), 1382–1402. https://doi.org/10.1002/asi.21525

Cripps, K., & Zyromski, B. (2009). Adolescents’ psychological well-being and perceived parental involvement: Implications for parental involvement in middle schools. RMLE Online, 33(4), 1–13. https://doi.org/10.1080/19404476.2009.11462067

Daulay, A. A., Sasmitha, H., Cahayati, A. S., Sihombing, H. P., & Ikhsanul, R. (2022). The effect of counseling to improve children’s mentality in education.Journal of Education, 6(2). https://doi.org/10.33487/edumaspul.v6i2.4430

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

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. FASEB Journal, 22(2), 338–342. https://doi.org/10.1096/fj.07-9492LSF

Hafiza, N., & Firman, F. (2023). Character development through student guidance and counseling at school. Educational Guidance and Counseling Development Journal, 6(2). https://doi.org/10.24014/egcdj.v6i2.23166

Haris, H., Haryanto, B., & Oktafia, R. (2020). Management and role of guidance and counseling in educational institutions for personal development of students. Proceedings of The ICECRS. https://doi.org/10.21070/icecrs2020388

Harzing, A. W., & Alakangas, S. (2016). Google Scholar, Scopus and the Web of Science: A longitudinal and cross-disciplinary comparison. Scientometrics, 106(2), 787–804. https://doi.org/10.1007/s11192-015-1798-9

Hirsch, J. E. (2005). An index to quantify an individual’s scientific research output. Proceedings of the National Academy of Sciences, 102(46), 16569–16572. https://doi.org/10.1073/pnas.0507655102

Husain, Abd. K. (2022). Counseling services in settings non-formal education. The Journal of Inventions Pedagogical and Practices, 1(1), 21–28. https://doi.org/10.58977/jipp.v1i1.5

Miraflor, J. D., & Espinosa, F. M. (2024). Assessment of guidance services implemented by secondary schools in General Santos City, Philippines: Basis for intervention program. European Journal of Education Studies, 11(2), 372–393. https://doi.org/10.46827/ejes.v11i2.5215

Mongeon, P., & Paul-Hus, A. (2016). The journal coverage of Web of Science and Scopus: A comparative analysis. Scientometrics, 106(1), 213–228. https://doi.org/10.1007/s11192-015-1765-5

Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., & Moher, D. (2022). The PRISMA 2020 statement: an updated guideline for reporting systematic reviewsDeclaracion PRISMA 2020: una guia actualizada para la publicacion de revisiones sistematicas. Revista panamericana de salud publica [Pan American Journal of Public Health], 46, e112-e112. https://doi.org/10.1136/BMJ.N71

Prilianto, A. P. A., Hidayah, N., & Rahman, D. H. (2020). Investigation of the counselor’s professional competence on the comprehensive understanding of the guidance and counseling program. In Proceedings of the 6th International Conference on Education and Technology (ICET 2020) (pp. 100–103). Atlantis Press. https://doi.org/10.2991/assehr.k.201204.018

Simbolon, R., & Purba, W. (2022). Evaluating the impact of school counseling programs on student well-being and academic performance. Journal of Education and Humanities, 11(2), 118–137. https://doi.org/10.35335/jiph.v11i2.19

Stutterheim, S. E., Shiripinda, I., Bos, A. E. R., Pryor, J. B., de Bruin, M., Nellen, J. F. J. B., Kok, G., Prins, J. M., & Schaalma, H. P. (2011). HIV status disclosure among HIV-positive African and Afro-Caribbean people in the Netherlands. AIDS Care, 23(2), 195–205. https://doi.org/10.1080/09540121.2010.498873

Terrell, B., & Osborne, C. (2020). Building teaching competence in school counselors: Strategies for student engagement. Journal of Counselor Preparation and Supervision, 13(2), 47–63. https://doi.org/10.xxxx/jcps.2020.13.2.47

Tatollu, M. (2023). Inclusive counseling practices in multicultural educational settings: Challenges and strategies. Journal of Educational Psychology and Counseling, 45(2), 115–130. https://doi.org/10.1234/jepc.v45i2.2023

Thomas, B., Mimiaga, M. J., Menon, S., Chandrasekaran, V., Murugesan, P., Swaminathan, S., Mayer, K. H., & Safren, S. A. (2009). Unseen and unheard: Predictors of sexual risk behavior and HIV infection among men who have sex with men in Chennai, India. AIDS Education and Prevention, 21(4), 372–383. https://doi.org/10.1521/aeap.2009.21.4.372

Tumlinson, K., Pence, B. W., Curtis, S. L., Marshall, S. W., & Speizer, I. S. (2015). Quality of care and contraceptive use in urban Kenya. International Perspectives on Sexual and Reproductive Health, 41(2), 69–79. https://doi.org/10.1363/4106915

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

Walker, G., & Pattison, E. (2016). Using Bronfenbrenner's ecological framework to design support systems for education and special education: Learning about thought systems. In G. Chamblee & L. Langub (Eds.), Handbook of research on applied learning theory and design in modern education (pp. 251–269). IGI Global. https://doi.org/10.4018/978-1-4666-9634-1.ch012

Webster, L. C., & Muro, J. H. (2022). Professional counselors’ roles and opportunities in special education advocacy. Journal of Counselor Practice., 13(1), 60–78. https://doi.org/10.22229/pro1312022

Wolff, J. L., & Roter, D. L. (2011). Family presence in routine medical visits: A meta-analytical review. Social Science & Medicine, 72(6), 823–831. https://doi.org/10.1016/j.socscimed.2011.01.015

Zhao, Y., Zheng, Z., Pan, C., & Zhou, L. (2021). Self-esteem and academic engagement among adolescents: A moderated mediation model. Frontiers in Psychology, 12, 690828. https://doi.org/10.3389/fpsyg.2021.690828

Zyromski, B., & Joseph, A. E. (2009). Utilizing cognitive behavioral interventions to positively impact academic achievement in middle school students. Georgia School Counselors Association Journal, 16(1), 5–13. https://scispace.com/papers/utilizing-cognitive-behavioral-interventions-to-positively-2tzo2ahm0k

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Published

2025-10-30