Gelişen zihniyetin PISA 2018 başarısını yordama gücü ve düzenleyici değişken olarak sosyoekonomik düzeyin rolü
Year 2022,
Volume: 5 Issue: 1, 221 - 235, 31.05.2022
Sibel Kaya
,
Safiye Bilican Demir
Abstract
Dweck ve arkadaşları tarafından geliştirilen zihniyet (mindset) teorisi ve onun eğitim alanındaki yansımaları uluslararası alanyazında oldukça dikkat çekmiştir. Ancak Türkiye’de bu konuda yapılan çalışmaların sayısı çok sınırlıdır. Bu teoriye göre, bazı insanlar, zekânın çalışma ve eğitim yoluyla değişip gelişebileceğine inanırken, bazıları ise bu özelliklerin kalıtsal ve sabit olduğunu düşünmektedir. Zekânın gelişebileceğine inanmak gelişen zihniyet (growth mindset) olarak adlandırılırken; zekânın kalıtsal ve değişmez olduğuna inanmak sabit zihniyet (fixed mindset) olarak adlandırılır. Zihniyet teorisini konu alan çalışmalarda, gelişen zihniyete sahip olmanın akademik başarıyı olumlu yönde etkilediği gözlenirken, sabit zihniyetin genelde başarıyı düşürdüğü gözlenmiştir. Bu araştırmada gelişen zihniyetin (growth mindset) öğrencilerin PISA fen ve matematik başarıları üzerinde etkisinin olup olmadığı ve bu etkinin sosyoekonomik düzeye göre farklılık gösterip göstermediği incelenmiştir. Uluslararası Öğrenci Değerlendirme Programı (PISA) 2018 Türkiye veri setiyle, çok düzeyli regresyon analizi yapılmıştır. Analizler sonucunda hem gelişen zihniyetin hem de sosyoekonomik düzeyin öğrenci başarısını anlamlı biçimde yordadığı ancak gelişen zihniyetin etkisinin sosyoekonomik düzeye göre farklılaşmadığı sonucuna ulaşılmıştır. Yani, gelişen zihniyet farklı sosyoekonomik düzeydeki öğrencilerin fen ve matematik başarısının benzer şekilde anlamlı bir yordayıcısı olmuştur. Öğrenci ve öğretmenlerin gelişen zihniyet konusunda bilgilendirilmeleri ve sınıf içi uygulamaların gelişen zihniyeti destekleyici yönde düzenlenmesi tavsiye edilmektedir. Öğrencilere gelişen zihniyetin aşılanması özellikle Bilim-Teknoloji-Mühendislik-Sanat-Matematik (STEAM) alanlarına yönelmeleri açısından da önem teşkil etmektedir.
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The effect of growth mindset on PISA 2018 achievement and the socioeconomic status as moderator variable
Year 2022,
Volume: 5 Issue: 1, 221 - 235, 31.05.2022
Sibel Kaya
,
Safiye Bilican Demir
Abstract
Developed by Dweck and her collegues mindset theory and its reflections in education have been quite popular in international literature. However, mindset studies are very limited in Turkey. According to this theory, some people believe that intelligence can be improved through practice and hard work, which is called a growth mindset. Whereas, other people believe that intelligence is stable and cannot be changed. This notion is called a fixed mindset. Previous literature showed that having a growth mindset usually fosters achievement while having a fixed mindset affects it negatively. The purpose of the current study is to examine the effect of growth mindset on PISA Mathematics and Science achievement. We also examined whether the effect of growth mindset is moderated by socioeconomic status. Programme of International Student Assessment (PISA) 2018 Mathematics and Science dataset for Turkish students was analyzed through hierarchical linear modeling. Findings showed that both growth mindset and socioeconomic status significantly influenced mathematics and science achievement. The effect of growth mindset was not moderated by socioeconomic status. In other words, growth mindset had similar effects on science and mathematics achievement of students with different socioeconomic status. It was recommended that both students and teachers may benefit from mindset interventions. Teachers may help students develop a growth mindset through their instruction and feedbacks. A growth mindset is especially important for students when choosing careers in Science-Technology-Engineering-Arts-Mathematics (STEAM) fields.
References
- Altunel, İ. (2019). An investigation into the relationship between mindset and foreign language anxiety. Master’s thesis, Hacettepe University Institute of Education Sciences.
- Avvisati, F. (2020). The measure of socio-economic status in PISA: A review and some suggested improvements. Large-scale Assessments in Education, 8, 1-37.
- https://doi.org/10.1186/s40536-020-00086-x
- Bahník, Š., & M. A. Vranka. (2017). Growth mindset is not associated with scholastic aptitude in a large sample of university applicants. Personality and Individual Differences, 117, 139-143. https://doi.org/10.1016/j.paid.2017.05.046
- Bernardo, A. B. (2020). Socioeconomic status moderates the relationship between growth mindset and learning in mathematics and science: Evidence from PISA 2018 Philippine data. International Journal of School & Educational Psychology, 1-15. https://doi.org/10.1080/21683603.2020.1832635
- Beyaztaş, D. İ., & Hymer, B. (2018). An analysis of Turkish students’ perception of intelligence from primary school to university. Gifted Education International, 34(1), 19-35. https://doi.org/10.1177/0261429416649041
- Blackwell, L., Trzesniewski, K., & Dweck, C. S. (2007). Implicit theories of intelligence predict achievement across an adolescent transition: A longitudinal study and an intervention. Child Development, 78, 246-263. https://doi.org/10.1111/j.1467-8624.2007.00995.x
- Bostwick, K. C. P., Collie, R. J., Martin, A. J., & Durksen, T. L. (2017). Students’ growth mindsets, goals, and academic outcomes in mathematics. Zeitschrift Fur Psychologie/ Journal of Psychology, 225(2), 107-116. https://doi.org/10.1027/2151-2604/a000287
- Bostwick, K. C., Martin, A. J., Collie, R. J., & Durksen, T. L. (2019). Growth orientation predicts gains in middle and high school students’ mathematics outcomes over time. Contemporary Educational Psychology, 58, 213-227. https://doi.org/10.1016/j.cedpsych.2019.03.010
- Boyd, P., & Ash, A. (2018). Mastery mathematics: Changing teacher beliefs around in-class grouping and mindset. Teaching and Teacher Education, 75, 214-223. https://doi.org/10.1016/j.tate.2018.06.016
- Cimpian, A., Arce, H. M. C., Markman, E. M., & Dweck, C. S. (2007). Subtle linguistic cues affect children's motivation. Psychological Science, 18(4), 314-316. https://doi.org/10.1111/j.1467-9280.2007.01896.x
- Claro, S., Paunesku, D., & Dweck, C. S. (2016). Growth mindset tempers the effects of poverty on academic achievement. Proceedings of the National Academy of Sciences, 113(31), 8664-8668. https://doi.org/10.1073/pnas.1608207113
- Costa, A. & Faria, L. (2018). Implicit theories of intelligence and academic achievement: A meta-analytic review. Frontiers in Psychology, 9, 829, 1-16. https://doi.org/10.3389/fpsyg.2018.00829
- Cury, F., Elliot, A. J., Da Fonseca, D., & Moller, A. C. (2006). The social-cognitive model of achievement motivation and the 2 x 2 achievement goal framework. Journal of Personality and Social Psychology, 90, 666-679. https://doi.org/10.1037/0022-3514.90.4.666
- DeBacker, T. K., Heddy, B. C., Kershen, J. L., Crowson, H. M., Looney, K., & Goldman, J. A. (2018). Effects of a one-shot growth mindset intervention on beliefs about intelligence and achievement goals. Educational Psychology, 38(6), 711-733. https://doi.org/10.1080/01443410.2018.1426833
- Delibalta, M. A. (2020). The relationship between mindset and causal attribution in the EFL context. Master’s thesis, Çağ University Graduate School of Social Sciences.
- Destin, M., Hanselman, P., Buontempo, J., Tipton, E., & Yeager, D. S. (2019). Do student mindsets differ by socioeconomic status and explain disparities in academic achievement in the United States? AERA Open, 5(3), 2332858419857706. https://doi.org/10.1177/2332858419857706
- Dweck, C.S. (1999). Self-theories: Their role in motivation, personality and development. New York: Taylor and Francis/Psychology Press.
- Dweck, C. S. (2006). Mindset: The new psychology of success. New York: Ballantine Books.
- Dweck, C. S. (2007). Boosting achievement with messages that motivate. Education Canada, 47(2), 6-10.
- Dweck, C. S. (2014). Mindsets and math/science achievement. New York: Carnegie Corporation.
- Dweck, C. (2015). Carol Dweck revisits the growth mindset. Education Week, 35(5), 20-24.
- Dweck, C. S., Chiu, C. Y., & Hong, Y. Y. (1995). Implicit theories: Elaboration and extension of the model. Psychological Inquiry, 6(4), 322-333. https://doi.org/10.1207/s15327965pli0604_12
- Dweck, C. S., & Yeager, D. S. (2019). Mindsets: A view from two eras. Perspectives on Psychological Science, 14(3), 481-496. https://doi.org/10.1177/1745691618804166
- Frazier, P. A., Tix, A. P., & Barron, K. E. (2004). Testing moderator and mediator effects in counseling psychology research. Journal of Counseling Psychology, 51(1), 115-134.
- https://doi.org/10.1037/0022-0167.51.1.115
- Frondozo, C. E., King, R. B., Nalipay, M., Jenina, N., & Mordeno, I. G. (2020). Mindsets matter for teachers, too: Growth mindset about teaching ability predicts teachers’ enjoyment and engagement. Current Psychology, 1-4. https://doi.org/10.1007/s12144-020-01008-4
- Gouëdard, P. (2021). Can a growth mindset help disadvantaged students close the gap? PISA in Focus, 112. Paris: OECD Publishing.
- Hwang, N., Reyes, M., & Eccles, J. S. (2019). Who holds a fixed mindset, and whom does it harm in mathematics? Youth & Society, 51(2), 247-267. https://doi.org/10.1177/0044118X16670058
- International Association for the Evaluation of Educational Achievement (IEA) (2019). IDB Analyzer (version 4.0). Hamburg, Germany: IEA Hamburg.
- Kahn J. H. (2011). Multilevel modeling: Overview and applications to research in counseling psychology. Journal of Counseling Psychology, 58(2), 257–271. https://doi.org/10.1037/a0022680
- Koğar, H. (2015). PISA 2012 Matematik okuryazarlığını etkileyen faktörlerin aracılık modeli ile incelenmesi. Eğitim ve Bilim, 40(179), 45-55. http://dx.doi.org/10.15390/EB.2015.4445
- Laukaityte, I., & Wiberg, M. (2017). Using plausible values in secondary analysis in large-scale assessments. Communications in Statistics-Theory and Methods, 46(22), 11341-11357. https://doi.org/10.1080/03610926.2016.1267764
- Li, Y., & Bates, T. C. (2019). You can't change your basic ability, but you work at things, and that's how we get hard things done: Testing the role of growth mindset on response to setbacks, educational attainment, and cognitive ability. Journal of Experimental Psychology: General, 148(9), 1640-1655. https://doi.org/10.1037/xge0000669.
- Limeri, L. B., Carter, N. T., Choe, J., Harper, H. G., Martin, H. R., Benton, A., & Dolan, E. L. (2020). Growing a growth mindset: Characterizing how and why undergraduate students’ mindsets change. International Journal of STEM Education, 7(1), 1-19.
- Liu, O. L., & Wilson, M. (2009). Gender differences in large-scale math assessments: PISA trend 2000 and 2003. Applied Measurement in Education, 22(2), 164-184. https://doi.org/10.1080/08957340902754635
- Lou, N. M., & Noels, K. A. (2019). Promoting growth in foreign and second language education: A research agenda for mindsets in language learning and teaching. System, 86, 102-126. https://doi.org/10.1016/j.system.2019.102126
- Magno, C. (2012). Implicit theories of intelligence, achievement goal orientation, and academic achievement of engineering students. The International Journal of Research and Review, 9, 32-43.
- Mueller, C., & Dweck, C.S. (1998). Praise for intelligence can undermine children’s motivation and performance. Journal of Personality and Social Psychology, 75(1), 33-52. https://doi.org/10.1037/0022-3514.75.1.33
- Muthén, L. K., & Muthén, B. O. (2015). Mplus user’s guide. (7th ed.). Los Angeles: Muthén and Muthén.
- Müllensiefen, D., Harrison, P., Caprini, F., & Fancourt, A. (2015). Investigating the importance of self-theories of intelligence and musicality for students' academic and musical achievement. Frontiers in Psychology, 6(1702). https://doi.org/10.3389/fpsyg.2015.01702
- OECD (2020). PISA 2018 technical report. Paris: OECD Publishing.
- Orhan, S. İ., & Aydın, A. (2020). Gelişim öz-teorisine göre tasarlanan etkinliklerin 7. sınıf öğrencilerinin hücre ve bölünmeler ünitesini öğrenmelerine ve motivasyonlarına etkisi. İnönü Üniversitesi Eğitim Fakültesi Dergisi, 22(1), 29-67. https://doi.org/10.17679/inuefd.750513
- Paunesku, D., Walton, G. M., Romero, C., Smith, E. N., Yeager, D. S., & Dweck, C. S. (2015). Mindset interventions are a scalable treatment for academic underachievement. Psychological Science, 26(6), 784-793. https://doi.org/10.1177/0956797615571017
- Perez-Felkner, L., Nix, S., & Thomas, K. (2017). Gendered pathways: How mathematics ability beliefs shape secondary and postsecondary course and degree field choices. Frontiers in Psychology, 8, 386. https://doi.org/10.3389/fpsyg.2017.00386
- Rattan, A., Savani, K., Chugh, D., & Dweck, C. S. (2015). Leveraging mindsets to promote academic achievement: Policy recommendations. Perspectives on Psychological Science, 10, 721-726. https://doi.org/10.1177/1745691615599383
- Rutkowski, L., Gonzalez, E., Joncas, M., & von Davier, M. (2010). International large-scale assessment data: Issues in secondary analysis and reporting. Educational Researcher, 39(2), 142-151. https://doi.org/10.3102/0013189X10363170
- Ryan, S., & Mercer, S. (2012). Language learning mindsets across cultural settings: English learners in Austria and Japan. OnCUE Journal, 6(1), 6-22.
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