Journals / Marmara Üniversitesi Atatürk Eğitim Fakültesi Eğitim Bilimleri Dergisi / 2026 / Cilt: 64 Sayı: 64

Bibliometric Analysis of Publications on Social Problem Solving in Education Using R Studio

Eğitimde Sosyal Problem Çözme Yayınlarının R Studio ile Bibliyometrik Analizi

Ayşıl Ağaya(GAZİ ÜNİVERSİTESİ)0000-0003-0621-1282
Mustafa Serdar Köksal(HACETTEPE ÜNİVERSİTESİ)0000-0002-2185-5150
Pages
475–499
Publication Date
2026-06-27
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AI Summary & Key Takeaways

AI Insight
⚡ TL;DR(Too Long; Didn't Read)

Findings indicate a significant increase in publications since the mid-2000s, peaking around 2013.

📌 3 Key Takeaways

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Objective & Hypothesis:This study examines academic publications on social problem solving in the field of education using bibliometric analysis.
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Key Findings & Data:A total of 640 unique studies published between 1932 and 2025, retrieved from the WoS and Scopus databases, were analyzed.
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Conclusion & Impact:Findings indicate a significant increase in publications since the mid-2000s, peaking around 2013.
🔬Design:Araştırma Makalesi
📍Scope:2025 Verileri
⚙️Variables:sosyal problem çözme · bibliyometrik analiz · eğitim

Abstract

This study examines academic publications on social problem solving in the field of education using bibliometric analysis. A total of 640 unique studies published between 1932 and 2025, retrieved from the WoS and Scopus databases, were analyzed. The analyses examined publication trends over time, most productive authors, highly cited works, leading journals, keyword frequency, collaboration networks, thematic development, and conceptual structure. Findings indicate a significant increase in publications since the mid-2000s, peaking around 2013. Research themes have centered on children and adolescents, social skills development, prevention programs, and psychosocial interventions, with recent years showing increased focus on positive psychology constructs such as self-esteem, resilience, and self-efficacy. Collaboration networks at the author, institutional, and country levels are concentrated around strong central hubs; Türkiye has a limited connection with the USA but possesses potential to diversify international partnerships. These findings indicate that research on social problem solving in educational contexts has evolved from a narrow focus on the prevention of problem behaviors toward more comprehensive approaches that promote students’ social-emotional development and psychological resilience. The study makes visible the theoretical integration of social problem solving with social and emotional learning frameworks, school-based preventive interventions, and positive psychology applications. In doing so, it offers evidence-informed directions for educational policy, teacher education programs, and school counseling practices. Furthermore, by identifying thematic gaps within the literature, the study outlines strategic priority areas for future research.

Özet

Bu araştırma, eğitim alanında sosyal problem çözme konusundaki akademik yayınları R studio ortamında bibliyometrik analiz yöntemiyle incelemektedir. WoS ve Scopus veri tabanlarından elde edilen, 1932–2025 yılları arasında yayımlanmış toplam 640 benzersiz çalışma analiz edilmiştir. Yapılan analizlerde, yıllara göre yayın eğilimleri, en üretken yazarlar, en çok atıf alan çalışmalar, önde gelen dergiler, anahtar kelime kullanım sıklıkları, iş birliği ağları, tematik gelişim ve kavramsal yapı ortaya konmuştur. Bulgular, 2000’li yılların ortalarından itibaren alandaki yayın sayısında belirgin bir artış olduğunu ve 2013 yılında zirveye ulaştığını göstermektedir. Araştırma temalarının çocuklar ve ergenler, sosyal beceri geliştirme, önleme programları ve psikososyal müdahaleler etrafında yoğunlaştığı; son yıllarda ise özsaygı, psikolojik dayanıklılık ve öz-yeterlik gibi pozitif psikoloji odaklı kavramların ön plana çıktığı belirlenmiştir. Yazar, kurum ve ülke düzeyinde iş birliği ağlarının güçlü merkezler etrafında yoğunlaştığı; Türkiye’nin ABD ile sınırlı bir bağlantıya sahip olduğu ancak uluslararası iş birliklerini çeşitlendirme potansiyelinin bulunduğu görülmektedir. Bu bulgular, sosyal problem çözme araştırmalarının eğitim bağlamında yalnızca problem davranışların önlenmesine odaklanan dar bir çerçeveden, öğrencilerin sosyal-duygusal gelişimini ve psikolojik dayanıklılığını destekleyen bütüncül yaklaşımlara doğru evrildiğini ortaya koymaktadır. Çalışma, sosyal problem çözmenin sosyal-duygusal öğrenme programları, okul temelli önleyici müdahaleler ve pozitif psikoloji uygulamalarıyla kuramsal bütünleşmesini görünür kılmaktadır ve eğitim politikaları, öğretmen eğitimi programları ve okul rehberlik hizmetleri için kanıta dayalı yönelimler sunmaktadır. Ayrıca tematik boşlukların belirlenmesiyle gelecekteki araştırmalar için stratejik öncelik alanları ortaya koymaktadır.

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Cite This Article

Ağaya, A., Köksal, M. S., *, A. A. (2026). Bibliometric Analysis of Publications on Social Problem Solving in Education Using R Studio. Marmara Üniversitesi Atatürk Eğitim Fakültesi Eğitim Bilimleri Dergisi, Cilt: 64 Sayı: 64, 475–499. https://doi.org/10.15285/maruaebd.1777061

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References (41)

  1. 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
  2. Balogh-Pécsi, A., Tóth, E., & Kasik, L. (2024). Social problem-solving, coping strategies and communication among 5th and 7th graders. International Journal of Adolescence and Youth, 29(1), 1- 14. https://doi.org/10.1080/02673843.2024.2331592
  3. Barnes, T. N., Wang, F., & O’Brien, K. M. (2018). A meta-analytic review of social problem solving interventions in pre-school settings. Infant & Child Development, 27(5), 1–22. https://doi.org/10.1002/icd.2095
  4. Bauminger, N. (2002). The facilitation of social-emotional understanding and social interaction in high functioning children with autism: intervention outcomes. Journal of Autism and Developmental Disorders, 2(4), 283-298.https://doi.org/10.1023/a:1016378718278
  5. Bell, A. C., & D’Zurilla, T. J. (2009). The influence of social problem-solving ability on the relationship between daily stress and adjustment. Cognitive Therapy and Research, 33(5), 439-448.https://doi.org/10.1007/s10608-009-9256-8
  6. Bierman, K. L., Nix, R. L., Heinrichs, B. S., Domitrovich, C. E., Gest, S. D., Welsh, J. A., & Gill, S. (2014). Effects of Head Start REDI on children’s outcomes 1 year later in different kindergarten contexts. Child Development, 85(1), 140–159.https://doi.org/10.1111/cdev.12117
  7. Bingham, A. (2004). Çocuklarda problem çözme yeteneklerinin geliştirilmesi (A. Ferhan Oğuzkan, Çev., 6. basım). Türkiye Cumhuriyeti Millî Eğitim Bakanlığı Yayınları.
  8. Chang, E. C., D’Zurilla, T. J., & Sanna, L. J. (2004). Social problem solving: Theory, research, and training. American Psychological Association. https://doi.org/10.1037/10805-000
  9. Coker, K. L., Ikpe, U. N., Brooks, J. S., Page, B., & Sobell, M. B. (2014). The effect of social problem solving skills in the relationship between traumatic stress and moral disengagement among inner city African American high school students. Journal of Child & Adolescent Trauma, 7(2), 87-95.https://doi.org/10.1007/s40653-014-0012-1 de Almeida Santos, Z., & Benevides Soares, A. (2018). Social skills, coping, resilience and problem solving in psychology university students. Liberabit, 24(2), 223-234.https://doi.org/10.24265/liberabit.2018.v24n2.07
  10. Denham, S. A., & Burton, R. (1996). A Social-emotional intervention for at-risk 4-year olds. Journal of School Psychology, 34 (3), 225–245.https://doi.org/10.1016/0022-4405(96)00013-1
  11. Denham, S. A. (2006). Social-Emotional competence as support for school readiness: What is it and how do we assess it? Early Education and Development, 17(1), 57-89.https://doi.org/10.1207/s15566935eed1701_4
  12. D'Zurilla, T. J., & Goldfried, M. R. (1971). Problem solving and behavior modification. Journal of Abnormal Psychology, 78, 107-126.
  13. D’Zurilla, T. J., & Nezu, A. M. (2010). Problem-solving therapy. In K. S. Dobson (Ed.), Handbook of cognitive behavioral therapies (pp. 197–225). The Guilford Press.
  14. D’Zurilla, T. J., Nezu, A. M., & Maydeu-Olivares, A. (2004a). Social problem solving: Theory and assessment. In E. C. Chang, T. J. D’Zurilla, & L. J. Sanna (Eds.), Social problem solving: Theory, research, and training (pp. 29–72). American Psychological Association.
  15. D’Zurilla, T. J., Nezu, A. M., & Maydeu-Olivares, A. (2004b). What is social problem solving? In E. C. Chang, T. J. D’Zurilla, & L. J. Sanna (Eds.), Social problem solving: Theory, research, and training (pp.11-28). American Psychological Association.
  16. Elias, M. J. (1986). The role of affective education in the development of social competence: A program to promote social problem-solving skills in middle school students. Journal of Early Adolescence, 6 (2),187–197.https://doi.org/10.1177/0272431686062004
  17. Erözkan, A. (2014). Analysis of social problem solving and social self-efficacy in prospective teachers. Educational Sciences: Theory & Practice, 14 (2), 447–55. https://doi.org/10.12738/estp.2014.2.2014.
  18. Gál, Z., Kasik, L., Jámbori, S., Fejes, J. B., & Nagy, K. (2022). Social problem-solving, life satisfaction and well-being among high school and university students. International Journal of School & Educational Psychology, 10(1), 170-180.https://doi.org/10.1080/21683603.2020.1856249
  19. Gillham, J. E., Reivich, K. J., Jaycox, L. H., & Seligman, M. E. P. (1995). Prevention of depressive symptoms in schoolchildren: Two-year follow-up. Psychological Science, 6(6),343-351.https://doi.org/10.1111/j.1467-9280.1995.tb00524.x
  20. Greenberg, M. T. (2023, March 6). Evidence for social and emotional learning in schools. Learning Policy Institute. https://learningpolicyinstitute.org/product/evidence-social emotional-learningschools-brief
  21. Hatakeyama, Y., Fujino, H., Yamamoto, T., Ishii, A., & Okuno, H. (2024). Effects of classroom‐based social problem‐solving training on elementary school children: Investigating the moderating role of executive function. Psychology in the Schools, 61(4), 1630–1645.https://doi.org/10.1002/pits.23129
  22. Heppner, P., & Krauskopf, K. (1987). An information processing approach to personal problem solving. The Counseling Psychologist, 15(1), 34 37.https://doi.org/10.1177/0011000087151006
  23. Kaltwasser, L., Hildebrandt, A., Wilhelm, O., & Sommer, W. (2017). On the relationship of emotional abilities and prosocial behavior. Evolution and Human Behavior, 38 (3), 298-308.https://doi.org/10.1016/j.evolhumbehav.2016.10.011
  24. Kant, G. L., D'Zurilla, T. J., & Maydeu-Olivares, A. (1997). Social problem solving as a mediator of stress related depression and anxiety in middle-aged and elderly community residents. Cognitive Therapy and Research, 21(1), 73-96.https://doi.org/10.1023/A:1021820326754
  25. Kim, B., Park, H., & Baek, Y. (2009). Not just fun, but serious strategies: Using meta-cognitive strategies in game-based learning. Computers & Education, 52 (4), 800-810.https://doi.org/10.1016/j.compedu.2008.12.004
  26. Lau, Y., Fang, L., Cheng, L. J., & Kwong, H. K. D. (2019). Volunteer motivation, social problem solving, self-efficacy, and mental health: A structural equation model approach. Educational Psychology., 39 (1), 112–32.https://doi.org/10.1080/01443410.2018.1514102
  27. McMurran, M., Oaksford, M., & Christopher, G. (2010). Does social problem solving mediate the relationship between personality traits and personality disorders? An exploratory study with a sample of male prisoners. Personality and Mental Health, 4 (3), 180-192.https://doi.org/10.1002/pmh.129
  28. 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
  29. Mumford, M. D., Marks, M. A., Connelly, M. S., Zaccaro, S. J., & Reiter-Palmon, R. (2000). Development of leadership skills: Experience and timing. The Leadership Quarterly, 11(1),87-114.https://doi.org/10.1016/S1048-9843(99)00044-2
  30. Nezu, A. M. (2004). Problem solving and behavior therapy revisited. Behavior Therapy, 35, 1-33. https://doi.org/10.1016/S0005-7894(04)80002-9
  31. Nezu, A. M., Nezu, C. M., & D’Zurilla, T. J. (2013). Problem solving therapy: A treatment manual. Springer.
  32. Özen-Uyar, R., Yiğit-Gençten, V., & Ceylan, M. (2025), Drama-based read-alouds in preschool classroom: Promoting social understanding, social problem solving, and peer relationships. Reading Research Quarterly, 60.https://doi.org/10.1002/rrq.70014
  33. 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., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., & Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ, 372, n71.https://doi.org/10.1136/bmj.n71
  34. Parsons S., & Mitchell P. (2002). The potential of virtual reality in social skills training for people with autistic spectrum disorders. Journal of Intellectual Disability Research, 430-443. https://doi.org/10.1046/j.1365-2788.2002.00425.x
  35. PRISMA Executive. (2025). PRISMA 2020 flow diagram and checklist. PRISMA Statement. 6 Ağustos 2025 tarihinde https://www.prisma-statement.org/prisma2020 adresinden erişilmiştir.
  36. Ranjbar, M., Bayani, A. A., & Bayani, A. (2013). Social problem solving ability predicts mental health among undergraduate students. International Journal of Preventive Medicine,4(11),1337–1341. https://pmc.ncbi.nlm.nih.gov/articles/PMC3883262/pdf/IJPVM-4-1337.pdf
  37. Thornton, S. (1995). Children solving problems. Harvard University Press.
  38. Yeates, K. O., Bigler, E. D., Dennis, M., Gerhardt, C. A., Rubin, K. H., Stancin, T., Taylor, H.G., & Vannatta, K. (2007). Social outcomes in childhood brain disorder: A heuristic integration of social neuroscience and developmental psychology. Psychological Bulletin, 133(3), 535- 556.https://doi.org/10.1037/0033-2909.133.3.535
  39. Wang, C., Huang, Y., & Xiao, Y. (2021). The mediating effect of social problem-solving between perfectionism and subjective well-being. Frontiers in Psychology, 12, 764976.https://doi.org/10.3389/fpsyg.2021.764976
  40. Wehmeyer, M. L., Agran, M., Hughes, C., Martin, J. E., Mithaug, D. E., & Palmer, S. B. (2007). Promoting self determination in students with developmental disabilities. The Guilford Press.
  41. Weick, K. E. (1984). Small wins: Redefining the scale of social problems. American Psychologist, 39 (1), 40- 49.https://doi.org/10.1037/0003-066X.39.1.40