Abstract
The aim of this research is to determine the impact of cell division teaching designed with computational thinking applications on the creative thinking skills and opinions of 7th-grade middle school students. The teaching design used in the research was created by taking inspiration from a study that provides application steps in the literature and was revised by the researcher. The research, which examines creative thinking skills in both quantitative and qualitative dimensions, was conducted based on the mixed methods design. The study group of the research consists of 39 students attending the 7th grade in two different classrooms of a state school located in the Kadıköy district of Istanbul province during the fall semester of the 2020-2021 academic year. Since the study was conducted during the pandemic period, it was carried out online. Throughout the implementing period, the teaching design integrated with computational thinking skills was done with the 21 students in the experimental group, while in the control group, consisting of 18 students, lessons were conducted according to the existing constructivist approach. Torrance Creative Thinking Test was used as the data collection tool in the quantitative dimension of the research, and a Creative Thinking Question and Semi-structured Interview were used in the qualitative dimension. The data obtained from the Torrance Creative Thinking Test were analyzed using the SPSS program, and it was determined that the implemented teaching design provided significantly enhanced creative thinking skills. Descriptive analysis was conducted on the data obtained from the creative thinking question in terms of flexibility, fluency, and lateral thinking, and it was observed that there was an improvement in students' creative thinking sub-skills and lateral thinking skills parallel to the quantitative findings. The data obtained from the semi-structured interview were analyzed using the MAXQDA program, and it was concluded that students found the teaching integrated with computational thinking skills more enjoyable and were able to easily integrate these skills into other subjects and daily life.
Keywords: Computational thinking skills, Creativity, Algorithm design, Cell division, Science education
References
- Acar, E. (2022). Bilgi işlemsel düşünmeye dayalı fen etkinliklerinin 8. sınıf öğrencilerinin kavramsal anlamalarına, bilimsel yaratıcılıklarına ve bilgi işlemsel öz yeterlik algılarının gelişimine etkisinin incelenmesi (Thesis No. 788639) [Master’s thesis, Marmara University]. Council of Higher Education Thesis Center.
- Akkaya, A. (2018). The effects of serious games on students’ conceptual knowledge of object-oriented programming and computational thinking skills (Thesis No. 526681) [Master’s thesis, Boğaziçi University]. Council of Higher Education Thesis Center.
- Altın, R. (2021). Secondary school students’ programming and computational thinking skills: Traditional and ınterdisciplinary approaches to teaching programming (Thesis No. 664178) [Doctoral dissertation, Middle East Technical University]. Council of Higher Education Thesis Center.
- Aslan, E. (2001). Torrance yaratıcı düşünce testi'nin Türkçe versiyonu. Marmara Üniversitesi Atatürk Eğitim Fakültesi Eğitim Bilimleri Dergisi, 14(14), 19-40.
- Avcu, Y. E. (2014). Yaratıcı düşünme etkinliklerinin öğrencilerin yaratıcı düşünmelerine ve akademik başarılarına etkisi “Coğrafya dersi örneği” (Thesis No. 356356) [Master’s thesis, Onsekiz Mart University]. Council of Higher Education Thesis Center.
- Bilge, G. Ö. K., & Erdoğan, T. (2011). The investigation of the creative thinking levels and the critical thinking disposition of pre-service elementary teachers. Ankara University Journal of Faculty of Educational Sciences (JFES), 44(2), 29-52.
- Bolat, Y. İ. (2020). STEM temelli matematik etkinliklerinin problem çözme ve bilgi işlemsel düşünme becerisi ile stem alanlarına olan ilgiye katkılarının araştırılması (Thesis No. 634292) [Doctoral dissertation, Atatürk University]. Council of Higher Education Thesis Center.
- Brennan, K., & Resnick, M. (2012, April). New frameworks for studying and assessing the development of computational thinking. Proceedings of the 2012 annual meeting of the American Educational Research Association (AERA), Vancouver, British Columbia. http://scratched.gse.harvard.edu/ct/files/AERA2012.pdf
- Büyüköztürk, Ş., Kılıç-Çakmak, E., Akgün, Ö., Karadeniz, Ş., & Demirel, F. (2008). Bilimsel araştırma yöntemleri. Pegem Akademi Yayıncılık.
- Ceylan, V. K. (2020). Senaryo temelli Scratch öğretim programının öğrencilerin bilgi işlemsel düşünme becerilerinie, problem çözme ve programlama ünitesi erişilerine etkisi (Thesis No. 603629) [Doctoral dissertation, Aydın Menderes University]. Council of Higher Education Thesis Center.
- Computing at School. (2015). Computational thinking a guide for teachers. https://community.computingatschool.org.uk/files/6695/original.pdf
- Creswell, J. W., & Creswell, J. D. (2017). Research design: Qualitative, quantitative, and mixed methods approaches. Sage Publications.
- De Bono, E. (1970). Lateral thinking: Creativity step by step. Harper & Row.
- De Bono, E. (1986). A technique for teaching creative thinking. Momentum, 17(3), 17-19.
- De Bono, E. (2003). New thinking. Malta Medical Journal, 15(2), 8-10. https://www.um.edu.mt/library/oar/handle/123456789/438
- De Bono, E. (n.d.). Lateral thinking. https://www.lateralthinking.com
- De Bono, E. (1970). Lateral thinking. Penguin.
- Di Sessa, A. A. (2001). Changing minds: Computers, learning, and literacy. Mit Press. https://doi.org/10.7551/mitpress/1786.001.0001
- Doruk, B. K., & Umay, A. (2011). Matematiği günlük yaşama transfer etmede matematiksel modellemenin etkisi. Hacettepe Üniversitesi Eğitim Fakültesi Dergisi, 41, 124-135.
- Gölcük, A. (2017). Bilimsel hikâyelerle desteklenen fen eğitiminin öğrencilerin yaratıcılıkları ve duyuşsal özellikleri üzerindeki etkileri (Thesis No. 484077) [Master’s thesis, Hacettepe University]. Council of Higher Education Thesis Center.
- Grover, S., Pea, R., & Cooper, S. (2015, April). Systems of assessments” for deeper learning of computational thinking in K-12. Proceedings of the 2015 Annual Meeting of the American Educational Research Association. Stanford, CA. https://www.sri.com/wp-content/uploads/2022/04/aera2015-_systems_of_assessments_for_deeper_learning_of_computational_thinking_in_k-12.pdf
- International Society for Technology in Education, & Computer Science Teachers Association. (2011). Computational Thinking in K–12 Education leadership toolkit. https://cdn.iste.org/www-root/2020-10/ISTE_CT_Leadership_Toolkit_booklet.pdf
- İskender, B. M. (2007). Özel dershanelerde animasyon kullanımıyla bilgisayar destekli fen öğretiminin öğrenci başarısına, hatırda tutma düzeyine ve duyuşsal özellikleri üzerine etkisi (Thesis No. 202888) [Master’s thesis, Muğla University]. Council of Higher Education Thesis Center.
- K-12 Computer Science Framework Steering Committee. (2016). K-12 Computer Science Framework https://k12cs.org/wp-content/uploads/2016/09/K–12-Computer-Science-Framework.pdf.
- Kaygın, B., & Çetinkaya, Ç. (2015). Yaratıcılığın değerlendirilmesinde yeni yaklaşımlar. Journal of Gifted Education and Creativity, 2(1), 1-11. https://doi.org/10.18200/Jgedc.2015210883
- Kert, S. (2017). Bilgisayar bilimi eğitimine giriş. In Y. Gülbahar (Ed.), Bilgi işlemsel düşünmeden programlamaya (pp. 1-20). Pegem Akademi Yayıncılık. https://doi.org/10.14527/9786052411117.01
- Kim, K. H. (2006). Can we trust creativity tests? A review of the Torrance Tests of Creative Thinking (TTCT). Creativity Research Journal, 18(1), 3-14. https://doi.org/10.1207/s15326934crj1801_2
- Koruk, S. (2021). Çevrimiçi öğrenme ortamında bilgi işlemsel düşünme becerileriyle bütünleştirilen hücre bölünmeleri konusunun ortaokul 7. sınıf öğrencilerinin bilgi işlemsel düşünme becerilerine, yaratıcılıklarına ve akademik başarılarına etkisinin incelenmesi (Thesis No. 725468) [Master’s thesis, Marmara University]. Council of Higher Education Thesis Center.
- Ogegbo, A. A., & Ramnarain, U. (2022). A systematic review of computational thinking in science classrooms. Studies in Science Education, 58(2), 203-230. https://doi.org/10.1080/03057267.2021.1963580
- Oluk, A., Korkmaz, Ö., & Oluk, H. A. (2018). Scratch’in 5. sınıf öğrencilerinin algoritma geliştirme ve bilgi-işlemsel düşünme becerilerine etkisi. Turkish Journal of Computer and Mathematics Education (TURCOMAT), 9(1), 54-71. https://doi.org/10.16949/turkbilmat.399588
- Partnership for 21st Century Skills. (2009). P21 Framework definitions. https://files.eric.ed.gov/fulltext/ED519462.pdf
- Peel, A., & Friedrichsen, P. (2018). Algorithms, abstractions, and iterations: Teaching computational thinking using protein synthesis translation. The American Biology Teacher, 80(1), 21-28. https://doi.org/10.1525/abt.2018.80.1.21 Peel, A., Sadler, T. D., & Friedrichsen, P. (2019). Learning natural selection through computational thinking: Unplugged design of algorithmic explanations. Journal of Research in Science Teaching, 56(7), 983-1007. https://doi.org/10.1002/tea.21545 Seehorn, D., Carey, S., Fuschetto, B., Lee, I., Moix, D., O'Grady-Cunniff, D., Owens, B. B., Stephenson, C., & Verno, A. (2011). CSTA K-12 computer science standards: Revised 2011. ACM.
- Starko, A. J. (2017). Creativity in the classroom: Schools of curious delight. Routledge. https://doi.org/10.4324/9781315391625
- Sternberg, R. J., & Lubart, T. I. (1993). Creative giftedness: A multivariate investment approach. Gifted Child Quarterly, 37(1), 7-15. https://doi.org/10.1177/001698629303700102
- Şimşek, E. (2018). Programlama öğretiminde robotik ve scratch uygulamalarının öğrencilerin bilgi işlemsel düşünme becerileri ve akademik başarısına etkisi (Thesis No. 519321) [Master’s thesis, Ondokuz Mayıs University]. Council of Higher Education Thesis Center.
- Voogt, J., & Roblin, N. P. (2012). A comparative analysis of international frameworks for 21st century competences: Implications for national curriculum policies. Journal of Curriculum Studies, 44(3), 299-321. http://dx.doi.org/10.1080/00220272.2012.668938
- Weintrop, D., Beheshti, E., Horn, M., Orton, K., Jona, K., Trouille, L., & Wilensky, U. (2016). Defining computational thinking for mathematics and science classrooms. Journal of Science Education and Technology, 25(1), 127-147. https://doi.org/10.1007/s10956-015-9581-5
- Wing, J. M. (2006). Computational thinking. Communications of the ACM, 49(3), 33-35. https://doi.org/10.1145/1118178.1118215
- Wing, J. M. (2010). Computational thinking: What and why?. Carnegie Mellon University. https://www.cs.cmu.edu/~CompThink/resources/TheLinkWing.pdf
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