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Anadolu Türk Eğitim Dergisi 2026, Clt. 8(1) 179-190

Social - Emotional Learning Skills Scale (SELSS): Development, Validity and Reliability Study

Abdullah Admış, İsmail Kinay

ss. 179 - 190   |  DOI: https://doi.org/10.29329/ated.2026.1415.11

Yayın Tarihi: Haziran 29, 2026  |   Görüntüleme Sayısı: 7/4   |   İndirilme Sayısı: 9/7


Özet

Social Emotional Learning (SEL) is a fundamental process that encompasses individuals' abilities to manage their emotions, establish empathy with others, develop positive social relationships, and make responsible decisions. The primary purpose of this study is to develop a valid and reliable scale to measure the social emotional learning skills of primary school students. The draft measurement instrument was designed to encompass the five core dimensions of social emotional learning accepted in the literature: self-awareness, self-management, social awareness, relationship skills, and responsible decision-making. To test the psychometric properties and construct validity of the developed scale, statistical analyses were conducted on the dataset. The Kaiser-Meyer-Olkin (KMO) measure of sampling adequacy was calculated to test the suitability of the data for factor analysis. Exploratory factor analysis (EFA) was applied to determine the factor structure of the scale. Confirmatory factor analysis (CFA) was subsequently conducted to verify the accuracy of the obtained structure and to test the model fit. Within the scope of reliability studies, internal consistency coefficients were examined for the whole scale and its sub-dimensions. The findings obtained from the analyses indicate that the developed scale has adequate psychometric properties. In conclusion, it was determined that the Social Emotional Learning Scale is a valid and reliable measurement instrument that can be utilized to assess the social emotional learning skills of primary school students.

Anahtar kelimeler: Scale development, social emotional learning skills, social, emotional


Bu makaleye nasıl atıf yapılır

APA 7th edition
Admis, A., & Kinay, I. (2026). Social - Emotional Learning Skills Scale (SELSS): Development, Validity and Reliability Study. Anadolu Türk Eğitim Dergisi, 8(1), 179-190. https://doi.org/10.29329/ated.2026.1415.11

Harvard
Admis, A. and Kinay, I. (2026). Social - Emotional Learning Skills Scale (SELSS): Development, Validity and Reliability Study. Anadolu Türk Eğitim Dergisi, 8(1), pp. 179-190.

Chicago 16th edition
Admis, Abdullah and Ismail Kinay (2026). "Social - Emotional Learning Skills Scale (SELSS): Development, Validity and Reliability Study". Anadolu Türk Eğitim Dergisi 8 (1):179-190. https://doi.org/10.29329/ated.2026.1415.11

Kaynakça
  1. Bartlett, M. S. (1951). The effect of standardization on a χ² approximation in factor analysis. Biometrika, 38(3-4), 337–344. ( https://doi.org/10.1093/biomet/38.3-4.337 ) [Google Scholar] [Crossref] 
  2. Bentler, P. M., & Bonett, D. G. (1980). Significance tests and goodness of fit in the analysis of covariance structures. Psychological Bulletin, 88(3), 588–606. ( https://doi.org/10.1037/0033-2909.88.3.588 ) [Google Scholar] [Crossref] 
  3. Büyüköztürk, Ş. (2020). Sosyal bilimler için veri analizi el kitabı. Pegem Akademi. [Google Scholar]
  4. Byrne, B. M. (1998). Structural equation modeling with LISREL, EQS, and AMOS: Basic concepts, applications, and programming. Lawrence Erlbaum Associates. ( https://doi.org/10.4324/9780203774762 ). [Google Scholar] [Crossref] 
  5. CASEL. (2020a). Evidence-based social and emotional learning programs: CASEL criteria updates and rationale. ( https://casel.org/11_casel-program-criteria-rationale/?view=1 ) [Google Scholar]
  6. CASEL. (2020b). What is SEL? Collaborative for Academic, Social, and Emotional Learning. ( https://casel.org/what-is-sel/ ) [Google Scholar]
  7. CASEL. (2025). Fundamentals of SEL: What is the CASEL framework: Self-management. ( https://casel.org/fundamentals-of-sel/what-is-the-casel-framework/#self-management ) [Google Scholar]
  8. Çokluk, Ö., Şekercioğlu, G., & Büyüköztürk, Ş. (2012). Sosyal bilimler için çok değişkenli istatistik: SPSS ve LISREL uygulamaları. Pegem Akademi Yayıncılık. [Google Scholar]
  9. Demir, E. (2024). Ölçek geliştirme sürecinde doğrulayıcı faktör analizi. M. Acar Güvendir & Y. Özer Özkan (Ed.), Tüm yönleriyle ölçek geliştirme süreci içinde (ss. 125–154). Pegem Akademi. [Google Scholar]
  10. Demirci, A. Z., & Bıçakçı, Y. M. (2022). Sosyal duygusal öğrenmeye giriş. Y. M. Bıçakçı (Ed.), Sosyal duygusal öğrenme içinde (ss. 1–20). Nobel Akademik Yayıncılık. [Google Scholar]
  11. DeVellis, R. F. (2022). Ölçek geliştirme ilkeleri (A. S. Sağkal, Çev.). T. Totan (Çev. Ed.), Ölçek geliştirme: Kuram ve uygulamalar içinde (ss. 73–113). Nobel Yayıncılık. [Google Scholar]
  12. Doğan, H. (2021). Sosyal duygusal öğrenme nedir? H. E. Aygün & Ç. Ş. Taşkın (Ed.), Temel eğitimde sosyal-duygusal öğrenme içinde (ss. 1–17). Vizetek Yayınları. [Google Scholar]
  13. Elçik, F., & Bayındır, N. (2015). Üstün yetenekli öğrencilerin sosyal-duygusal becerilerinin demografik özelliklere göre değişimi. The Journal of International Educational Sciences, 2(1), 179–192. [Google Scholar]
  14. Elias, M. J., Zins, J. E., Weissberg, R. P., Frey, K. S., Greenberg, M. T., Haynes, N. M., Kessler, R., Schwab-Stone, M. E., & Shriver, T. P. (1997). Promoting social and emotional learning: Guidelines for educators. Association for Supervision and Curriculum Development. [Google Scholar]
  15. Forza, C., & Filippini, R. (1998). TQM impact on quality conformance and customer satisfaction: A causal model. International Journal of Production Economics, 55(1), 1–20. ( https://doi.org/10.1016/S0925-5273(98)00007-3 ) [Google Scholar] [Crossref] 
  16. Goleman, D. (1996). Duygusal zekâ: Neden IQ’dan daha önemlidir? (B. S. Yüksel, Çev.). Varlık Yayınları. [Google Scholar]
  17. Goleman, D. (2003). Duygusal zekâ. Varlık Yayınları. [Google Scholar]
  18. Gürek, M., & Kıran Akça, B. (2022). İlköğretim çağında sosyal ve duygusal öğrenme becerilerinin gelişiminde okulların rolü. International Social Mentality and Researcher Thinkers Journal, 8(60), 1127–1132. ( https://doi.org/10.29228/smryj.63018 ) [Google Scholar] [Crossref] 
  19. Howard, M. (2016). A review of exploratory factor analysis decisions and overview of current practices: What we are doing and how can we improve?. International Journal of Human-Computer Interaction, 32(1), 51–62. ( https://doi.org/10.1080/10447318.2015.1087664 ) [Google Scholar] [Crossref] 
  20. Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55. ( https://doi.org/10.1080/10705519909540118 ) [Google Scholar] [Crossref] 
  21. Kabakçı, Ö. F., & Korkut Owen, F. (2010). Sosyal duygusal öğrenme becerileri ölçeği geliştirme çalışması [A study of development of Social Emotional Learning Skills Scale]. Eğitim ve Bilim, 35(157), 153–166. [Google Scholar]
  22. Kaiser, H. F. (1974). An index of factorial simplicity. Psychometrika, 39(1), 31–36. ( https://doi.org/10.1007/BF02291575 ) [Google Scholar] [Crossref] 
  23. Kılıç, A. F. (2022). Ölçek geliştirme sürecinde açımlayıcı faktör analizi. M. Acar Güvendir & Y. Özer Özkan (Ed.), Tüm yönleriyle ölçek geliştirme süreci içinde (ss. 69–125). Pegem Akademi. [Google Scholar]
  24. MacCallum, R. C., Browne, M. W., & Sugawara, H. M. (1996). Power analysis and determination of sample size for covariance structure modeling. Psychological Methods, 1(2), 130–149. ( https://doi.org/10.1037/1082-989X.1.2.130 ) [Google Scholar] [Crossref] 
  25. MEB. (2024). Sosyal duygusal öğrenme becerileri kitapçığı. Millî Eğitim Bakanlığı. ( https://orgm.meb.gov.tr/www/sosyal-duygusal-beceriler/icerik/2677 ) [Google Scholar]
  26. Neeru, M. (2020). Social emotional learning and education technology. International Journal of Educational Assistance and Scientific Research, 4(10), 163–166. ( https://doi.org/10.33564/IJEAST.2020.v04i10.031 ) [Google Scholar] [Crossref] 
  27. Orçan, F. (2018). Exploratory and confirmatory factor analysis: Which one to use first? Journal of Measurement and Evaluation in Education and Psychology, 9(4), 413–421. ( https://doi.org/10.21031/epod.394323 ) [Google Scholar] [Crossref] 
  28. Salovey, P., & Mayer, J. D. (1990). Emotional intelligence. Imagination, Cognition and Personality, 9(3), 185–211. ( https://doi.org/10.2190/DUGG-P24E-52WK-6CDG ) [Google Scholar] [Crossref] 
  29. Schermelleh-Engel, K., Moosbrugger, H., & Müller, H. (2003). Evaluating the fit of structural equation models: Tests of significance and descriptive goodness-of-fit measures. Methods of Psychological Research Online, 8(2), 23–74. ( https://doi.org/10.23668/psycharchives.12784 ) [Google Scholar] [Crossref] 
  30. Schumacker, R. E., & Lomax, R. G. (2010). A beginner's guide to structural equation modeling (3rd ed.). Routledge. [Google Scholar]
  31. Shevlin, M., & Miles, J. N. V. (1998). Effects of sample size, model specification and factor loadings on the GFI in confirmatory factor analysis. Personality and Individual Differences, 25(1), 85–90. ( https://doi.org/10.1016/S0191-8869(98)00055-5 ) [Google Scholar] [Crossref] 
  32. Sürücü, L., Şeşen, H., Maslakçı, A., & Yeloğlu, H. O. (2023). SPSS, AMOS ve PROCESS Macro ile ilişkisel, aracı/düzenleyici ve yapısal eşitlik modellemesi. Detay Yayıncılık. [Google Scholar]
  33. Tabachnick, B. G., & Fidell, L. S. (2019). Using multivariate statistics (7th ed.). Pearson Education. [Google Scholar]
  34. TÜSİAD. (2019). Sosyal ve duygusal öğrenme becerileri raporu. Türkiye Sanayici ve İş İnsanları Derneği. ( https://tusiad.org/tr/yayinlar/raporlar/item/10450-sosyal-ve-duygusal-ogrenme-becerileri ) [Google Scholar]
  35. Weisberg, R., Durlak, J., Domitrovich, C., & Gulotta, T. (2021). Sosyal ve duygusal öğrenme (T. Hidayet, Çev.). Sosyal ve duygusal öğrenme el kitabı içinde (ss. 3–32). Tuncay Yayıncılık. [Google Scholar]
  36. Wheaton, B., Muthén, B., Alwin, D. F., & Summers, G. F. (1977). Assessing reliability and stability in panel models. D. R. Heise (Ed.), Sociological methodology 1977 (pp. 84–136). Jossey-Bass. ( http://dx.doi.org/10.2307/270754 ) [Google Scholar]
  37. Yaman, N., & Yalçıntaş, Z. (2024). Türkiye eğitim sisteminde sosyal-duygusal öğrenme. İlke Yayıncılık. [Google Scholar]
  38. Zins, J. E., & Elias, M. J. (2007). Social and emotional learning: Promoting the development of all students. Journal of Educational & Psychological Consultation, 17(2–3), 233–255. ( https://doi.org/10.1080/10474410701413152 ) [Google Scholar] [Crossref]