Examining Students’ Socio-Emotional Skills Profiles During the Early Post-COVID-19 Period and Their Relationships with Self-Directed Learning Self-Efficacy
Yıl 2026,
Cilt: 39 Sayı: 1
,
160
-
177
,
30.04.2026
Bedirhan Teke
Öz
This study, consistent with Self-Determination Theory, aims to determine students’ socio-emotional skill profiles and the corresponding levels of self-efficacy for self-directed learning. For the analyses, data from 7206 Turkish students in the Program for International Student Assessment (PISA) 2022 were used to conduct a Latent Profile Analysis. The results revealed that the students in this study could be classified into five distinct profiles based on their socio-emotional skills. In particular, the profiles differed statistically significantly in self-efficacy for self-directed learning; in particular, the self-directed learning self-efficacy levels of those in the optimal need satisfaction profile were higher than those in the other profiles. Despite this, 64% of the participants have shown below-average confidence in self-directed learning. These findings not only enhance our understanding of students' socio-emotional development but also highlight the need for educational interventions that prioritize the holistic development of students' socio-emotional skills.
Kaynakça
-
Abrahams, L., Pancorbo, G., Primi, R., Santos, D., Kyllonen, P., John, O. P., & De Fruyt, F. (2019). Social-emotional skill assessment in children and adolescents: Advances and challenges in personality, clinical, and educational contexts. Psychological Assessment, 31(4), 460-473. https://doi.org/10.1037/pas0000591
-
Asparouhov, T., & Muthén, B. (2014). Auxiliary variables in mixture modeling: Three-step approaches using M plus. Structural equation modeling: A Multidisciplinary Journal, 21(3), 329-341. https://doi.org/10.1080/10705511.2014.915181
-
Baars, M., Wijnia, L., & Paas, F. (2017). The association between motivation, affect, and self-regulated learning when solving problems. Frontiers in Psychology, 8, 1346. https://doi.org/10.3389/fpsyg.2017.01346
-
Bae, S. H., Jo, M. G., & Han, S. I. (2024). Unmasking Student Dynamics: The impact of COVID-19 on social-emotional development and learning engagement. IJREE–International Journal for Research on Extended Education, 11(2), 46-71. https://doi.org/10.3224/ijree.v11i2.05
-
Berg, J., Osher, D., Same, M. R., Nolan, E., Benson, D., & Jacobs, N. (2017). Identifying, defining, and measuring social and emotional competencies. American Institutes for Research.
-
Bonk, C. J., & Lee, M. M. (2017). Motivations, achievements, and challenges of selfdirected informal learners in open educational environments and MOOCs. Journal of Learning for Development, 4(1). https://doi.org/10.56059/jl4d.v4i1.195
-
Castro-Kemp, S., Palikara, O., Gaona, C., Eirinaki, V., & Furlong, M. J. (2019). The role of psychological sense of school membership and postcode as predictors of profiles of socio-emotional health in primary school children in England. School Mental Health, 12, 284-295. https://doi.org/10.1007/s12310-019-09349-7
-
Cerutti, J., Burt, K. B., Moeller, R. W., & Seehuus, M. (2024). Declines in social–emotional skills in college students during the COVID-19 pandemic. Frontiers in Psychology, 15, 1392058. https://doi.org/10.3389/fpsyg.2024.1392058
-
Chen, C. C., Xu, Y., LoCasale-Crouch, J., Xia, Y., Rudasill, K., Xie, L., ... & Askue-Collins, J. (2024). Social–Emotional Profiles of Preschool Children: An Investigation of Demographic Disparities and Intersectionality. International Journal of Environmental Research and Public Health, 21(8), 1100. https://doi.org/10.3390/ijerph21081100
-
Chernyshenko, O. S., Kankaraš, M., and Drasgow, F. (2018). Social and emotional skills for student success and well-being. OECD Publishing.
-
Collie, R. J., Martin, A. J., Nassar, N., & Roberts, C. L. (2019). Social and emotional behavioral profiles in kindergarten: A population-based latent profile analysis of links to socio-educational characteristics and later achievement. Journal of Educational Psychology, 111(1), 170–187. https://doi.org/10.1037/edu0000262
-
Deming, D. J. (2017). The growing importance of social skills in the labor market. Quarterly Journal of Economics, 132(4), 1593–1640. https://doi.org/10.1093/qje/qjx022
-
Demuyakor, J. (2020). Coronavirus (COVID-19) and online learning in higher institutions of education: A survey of the perceptions of Ghanaian international students in China. Online Journal of Communication and Media Technologies, 10(3), e202018. https://doi.org/10.29333/ojcmt/8286
-
Doctoroff, G. L., P. H. Fisher, B. M. Burrows, and M. T. Edman. (2016). Preschool Children’s Interest, Social-emotional Skills, and Emergent Mathematics Skills. Psychology in the Schools, 53(4), 390-403. https://doi.org/10.1002/pits.21912
-
Ferguson, S.L., & Hull, D.M. (2019). Exploring science career interest: Latent profile analysis of high school occupational preferences for science. Journal of Career Development, 46(5), 583-598. https://doi.org/10.1177/0894845318783873
-
Fraenkel, J. R., Wallen, N. E., & Hyun, H. H. (2012). How to design and evaluate research in education. McGraw Hill.
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Gamboa, V., Rodrigues, S., Bértolo, F., Marcelo, B., & Paixão, O. (2023). Socio-emotional skills profiles and their relations with career exploration and perceived parental support among 8th grade students. Frontiers in Psychology, 14, 1214395. https://doi.org/10.3389/fpsyg.2023.1214395
-
Goh, H. H., Wong, H. M., & Kwek, D. (2023). Home-based learning during school closure in Singapore: perceptions from the language classrooms. Educational Research for Policy and Practice, 22(3), 367-387. https://doi.org/10.1007/s10671-023-09329-4
-
Hawkins, J. D., Catalano, R. F., Arthur, M. W., Egan, E., Brown, E. C., Abbott, R. D., & Murray, D. M. (2008). Testing communities that care: The rationale, design and behavioral baseline equivalence of the community youth development study. Prevention Science, 9(3) 178-190. https://doi.org/10.1007/s11121-008-0092-y
-
Hipp, J., & Bauer, D. (2006). Local solution in the estimation of growth mixture models. Psychological Methods, 11, 36-53.
-
Huang, C., & Zeng, X. (2023). Social and emotional development of disadvantaged students and its relationship with academic performance: Evidence from China. Frontiers in Psychology, 14, 1170656. https://doi.org/10.3389/fpsyg.2023.1170656
-
Jandigulov, A., Abdallah, A. K., Tikhonova, Y., & Gorozhanina, E. (2023). Management and leadership in online learning. Education and Information Technologies, 28(10), 13423-13437. https://doi.org/10.1007/s10639-023-11699-4
-
John, O., & De Fruyt, F. (2015). Framework for the longitudinal study of social and emotional skills in cities. OECD Publishing.
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John, O., L. Naumann & C. Soto (2008). Paradigm shift to the integrative Big-Five trait taxonomy: History, measurement, and conceptual issues. In John, O., R. Robins and L. Pervin (Eds.), Handbook of Personality: Theory and Research (pp 114-158). The Guilford Press.
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Kankaraš, M., & Suarez-Alvarez, J. (2019). Assessment framework of the OECD study on social and emotional skills. OECD education working papers. OECD Publishing.
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Knowles M. S. (1975). Self-directed learning: A guide for learners and teachers. Association Press.
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Lemmo, A., & Maffia, A. (2022). High school students' use of digital general resources during lockdown. European Journal of Science and Mathematics Education, 10(1), 139-153. https://doi.org/10.30935/scimath/11465
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Öğrencilerin COVID-19 Sonrası Erken Dönemdeki Sosyo-Duygusal Beceri Profilleri ve Öz-Yönelimli Öğrenme Öz-Yeterliği ile İlişkileri
Yıl 2026,
Cilt: 39 Sayı: 1
,
160
-
177
,
30.04.2026
Bedirhan Teke
Öz
Bu çalışma, öz-belirleme teorisi ile tutarlı olarak, öğrencilerin sosyo-duygusal beceri profillerini ve öz-yönelimli öğrenme için öz-yeterlik düzeylerini belirlemeyi amaçlamaktadır. Analizler için 7206 Türk öğrenciye ait 2022 Uluslararası Öğrenci Değerlendirme Programı (PISA) verisi kullanılarak Örtük Profil Analizi yapılmıştır. Sonuçlar, bu çalışmadaki öğrencilerin sosyo-duygusal becerileri açısından beş özel profilde sınıflandırılabileceğini ortaya koymuştur. Özellikle, profiller öz-yönelimli öğrenmeye yönelik öz-yeterlik açısından istatistiksel olarak anlamlı bir şekilde farklılaşmıştır; optimal ihtiyaç tatmini profilinde yer alanların öz-yönelimli öğrenme öz-yeterlik düzeyleri diğer profillere kıyasla daha yüksektir. Buna rağmen, katılımcıların %64'ünün öz-yönelimli öğrenme konusunda ortalamanın altında güvene sahip olduğu ortaya çıkmıştır. Bu bulgular, öğrencilerin sosyo-duygusal gelişimine ilişkin anlayışımızı geliştirmekle kalmayıp, aynı zamanda öğrencilerin sosyo-duygusal becerilerinin bütünsel gelişimine öncelik veren eğitim müdahalelerine duyulan acil ihtiyacı da vurgulamaktadır.
Etik Beyan
Bu çalışmada analiz edilen veri seti PISA 2022 uluslararası veri tabanında mevcuttur, https://www.oecd.org/en/data/datasets/pisa-2022-database.html. Dolayısıyla herhangi bir etik kurul izninin alınmasına gerek duyulmamaktadır.
Bu araştırmanın planlanmasından, uygulanmasına, verilerin toplanmasından verilerin analizine kadar olan tüm süreçte “Yükseköğretim Kurumları Bilimsel Araştırma ve Yayın Etiği Yönergesi” kapsamında uyulması belirtilen tüm kurallara uyulmuştur.
Yönergenin ikinci bölümü olan “Bilimsel Araştırma ve Yayın Etiğine Aykırı Eylemler” başlığı altında belirtilen eylemlerden hiçbiri gerçekleştirilmemiştir. Bu araştırmanın yazım sürecinde bilimsel, etik ve alıntı kurallarına uyulmuş; toplanan veriler üzerinde herhangi bir tahrifat yapılmamıştır. Bu çalışma herhangi başka bir akademik yayın ortamına değerlendirme için gönderilmemiştir.
Teşekkür
PISA 2022 değerlendirmesine katılan Türk öğrencilere, değerli katkıları bu çalışmayı mümkün kıldığı için en içten teşekkürlerimi sunarım.
Kaynakça
-
Abrahams, L., Pancorbo, G., Primi, R., Santos, D., Kyllonen, P., John, O. P., & De Fruyt, F. (2019). Social-emotional skill assessment in children and adolescents: Advances and challenges in personality, clinical, and educational contexts. Psychological Assessment, 31(4), 460-473. https://doi.org/10.1037/pas0000591
-
Asparouhov, T., & Muthén, B. (2014). Auxiliary variables in mixture modeling: Three-step approaches using M plus. Structural equation modeling: A Multidisciplinary Journal, 21(3), 329-341. https://doi.org/10.1080/10705511.2014.915181
-
Baars, M., Wijnia, L., & Paas, F. (2017). The association between motivation, affect, and self-regulated learning when solving problems. Frontiers in Psychology, 8, 1346. https://doi.org/10.3389/fpsyg.2017.01346
-
Bae, S. H., Jo, M. G., & Han, S. I. (2024). Unmasking Student Dynamics: The impact of COVID-19 on social-emotional development and learning engagement. IJREE–International Journal for Research on Extended Education, 11(2), 46-71. https://doi.org/10.3224/ijree.v11i2.05
-
Berg, J., Osher, D., Same, M. R., Nolan, E., Benson, D., & Jacobs, N. (2017). Identifying, defining, and measuring social and emotional competencies. American Institutes for Research.
-
Bonk, C. J., & Lee, M. M. (2017). Motivations, achievements, and challenges of selfdirected informal learners in open educational environments and MOOCs. Journal of Learning for Development, 4(1). https://doi.org/10.56059/jl4d.v4i1.195
-
Castro-Kemp, S., Palikara, O., Gaona, C., Eirinaki, V., & Furlong, M. J. (2019). The role of psychological sense of school membership and postcode as predictors of profiles of socio-emotional health in primary school children in England. School Mental Health, 12, 284-295. https://doi.org/10.1007/s12310-019-09349-7
-
Cerutti, J., Burt, K. B., Moeller, R. W., & Seehuus, M. (2024). Declines in social–emotional skills in college students during the COVID-19 pandemic. Frontiers in Psychology, 15, 1392058. https://doi.org/10.3389/fpsyg.2024.1392058
-
Chen, C. C., Xu, Y., LoCasale-Crouch, J., Xia, Y., Rudasill, K., Xie, L., ... & Askue-Collins, J. (2024). Social–Emotional Profiles of Preschool Children: An Investigation of Demographic Disparities and Intersectionality. International Journal of Environmental Research and Public Health, 21(8), 1100. https://doi.org/10.3390/ijerph21081100
-
Chernyshenko, O. S., Kankaraš, M., and Drasgow, F. (2018). Social and emotional skills for student success and well-being. OECD Publishing.
-
Collie, R. J., Martin, A. J., Nassar, N., & Roberts, C. L. (2019). Social and emotional behavioral profiles in kindergarten: A population-based latent profile analysis of links to socio-educational characteristics and later achievement. Journal of Educational Psychology, 111(1), 170–187. https://doi.org/10.1037/edu0000262
-
Deming, D. J. (2017). The growing importance of social skills in the labor market. Quarterly Journal of Economics, 132(4), 1593–1640. https://doi.org/10.1093/qje/qjx022
-
Demuyakor, J. (2020). Coronavirus (COVID-19) and online learning in higher institutions of education: A survey of the perceptions of Ghanaian international students in China. Online Journal of Communication and Media Technologies, 10(3), e202018. https://doi.org/10.29333/ojcmt/8286
-
Doctoroff, G. L., P. H. Fisher, B. M. Burrows, and M. T. Edman. (2016). Preschool Children’s Interest, Social-emotional Skills, and Emergent Mathematics Skills. Psychology in the Schools, 53(4), 390-403. https://doi.org/10.1002/pits.21912
-
Ferguson, S.L., & Hull, D.M. (2019). Exploring science career interest: Latent profile analysis of high school occupational preferences for science. Journal of Career Development, 46(5), 583-598. https://doi.org/10.1177/0894845318783873
-
Fraenkel, J. R., Wallen, N. E., & Hyun, H. H. (2012). How to design and evaluate research in education. McGraw Hill.
-
Gamboa, V., Rodrigues, S., Bértolo, F., Marcelo, B., & Paixão, O. (2023). Socio-emotional skills profiles and their relations with career exploration and perceived parental support among 8th grade students. Frontiers in Psychology, 14, 1214395. https://doi.org/10.3389/fpsyg.2023.1214395
-
Goh, H. H., Wong, H. M., & Kwek, D. (2023). Home-based learning during school closure in Singapore: perceptions from the language classrooms. Educational Research for Policy and Practice, 22(3), 367-387. https://doi.org/10.1007/s10671-023-09329-4
-
Hawkins, J. D., Catalano, R. F., Arthur, M. W., Egan, E., Brown, E. C., Abbott, R. D., & Murray, D. M. (2008). Testing communities that care: The rationale, design and behavioral baseline equivalence of the community youth development study. Prevention Science, 9(3) 178-190. https://doi.org/10.1007/s11121-008-0092-y
-
Hipp, J., & Bauer, D. (2006). Local solution in the estimation of growth mixture models. Psychological Methods, 11, 36-53.
-
Huang, C., & Zeng, X. (2023). Social and emotional development of disadvantaged students and its relationship with academic performance: Evidence from China. Frontiers in Psychology, 14, 1170656. https://doi.org/10.3389/fpsyg.2023.1170656
-
Jandigulov, A., Abdallah, A. K., Tikhonova, Y., & Gorozhanina, E. (2023). Management and leadership in online learning. Education and Information Technologies, 28(10), 13423-13437. https://doi.org/10.1007/s10639-023-11699-4
-
John, O., & De Fruyt, F. (2015). Framework for the longitudinal study of social and emotional skills in cities. OECD Publishing.
-
John, O., L. Naumann & C. Soto (2008). Paradigm shift to the integrative Big-Five trait taxonomy: History, measurement, and conceptual issues. In John, O., R. Robins and L. Pervin (Eds.), Handbook of Personality: Theory and Research (pp 114-158). The Guilford Press.
-
Kankaraš, M., & Suarez-Alvarez, J. (2019). Assessment framework of the OECD study on social and emotional skills. OECD education working papers. OECD Publishing.
-
Knowles M. S. (1975). Self-directed learning: A guide for learners and teachers. Association Press.
-
Lemmo, A., & Maffia, A. (2022). High school students' use of digital general resources during lockdown. European Journal of Science and Mathematics Education, 10(1), 139-153. https://doi.org/10.30935/scimath/11465
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