An Analysis of Students’ Computational Thinking Skills on The Number Patterns Lesson during The Covid-19 Pandemic
(1) Universitas Pendidikan Indonesia
(2) Universitas Pendidikan Indonesia
(*) Corresponding Author
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Aho, A. V. (2012). Computation and computational thinking. The Computer Journal, 55(7), 832–835. https://doi.org/10.1093/comjnl/bxs074
Angeli, C., Voogt, J., Fluck, A., Webb, M., Cox, M., Malyn-Smith, J., & Zagami, J. (2016). A K-6 computational thinking curriculum framework: Implications for teacher knowledge. Journal of Educational Technology & Society, 19(3), 47–57.
Arslan, Ç., & Altun, M. (2007). Learning to solve non-routine mathematical problems. Elementary Education Online, 6(1), 50–61.
Aryati, L., Pujiastuti, H., & Sudiana, R. (2020). Development of Learning Media with the STEM Approach on Materials of Sequences and Series. Formatif: Jurnal Ilmiah Pendidikan MIPA, 10(2), 25–34.
Barcelos, T. S., Muñoz-Soto, R., Villarroel, R., Merino, E., & Silveira, I. F. (2018). Mathematics Learning through Computational Thinking Activities: A Systematic Literature Review. Journal of Universal Computer Science, 24(7), 815–845.
Barr, V., & Stephenson, C. (2011). Bringing computational thinking to K-12: what is Involved and what is the role of the computer science education community? Acm Inroads, 2(1), 48–54. https://doi.org/10.1145/1929887.1929905
Bower, M., Wood, L. N., Lai, J. W., Howe, C., Lister, R., Mason, R., ... & Veal, J. (2017). Improving the computational thinking pedagogical capabilities of school teachers. Australian Journal of Teacher Education, 42(3), 4. https://doi.org/10.14221/ajte.2017v42n3.4
Buckley, S. (2012). The role of computational thinking and critical thinking in problem solving in a learning environment. In European Conference on E-Learning, 63–70.
Burton, B. A. (2010). Encouraging Algorithmic Thinking Without a Computer. Olympiads in Informatics, 4, 3–14.
Denning, P. J. (2009). The profession of IT Beyond computational thinking. Communications of the ACM, 52(6), 28–30. https://doi.org/10.1145/1516046.1516054
English, L. D., & Gainsburg, J. (2015). 12 Problem Solving in a 21st-Century Mathematics Curriculum. In Handbook of international research in mathematics education (p. 313).
Furber, S. (2012). Shut down or restart? The way forward for computing in UK Schools. The Royal Society.
García-Peñalvo, F. J., & Mendes, A. J. (2018). Exploring the computational thinking effects in pre-university education. 407–411.
Geary, D. C., Saults, S. J., Liu, F., & Hoard, M. K. (2000). Sex differences in spatial cognition, computational fluency, and arithmetical reasoning. Journal of Experimental Child Psychology, 77(4), 337–353. https://doi.org/10.1006/jecp.2000.2594
Humpreys, S. (2015). Computational Thinking, a guide for teacher. In Computing at School.
Hunsaker, E. (2020). Computational thinking. In The K-12 Educational Technology Handbook.
Lee, H. S., & Hollebrands, K. F. (2006). Students’ use of technological features while solving a mathematics problem. The Journal of Mathematical Behavior, 25(3), 252–266. https://doi.org/10.1016/j.jmathb.2006.09.005
Lee, T. Y., Mauriello, M. L., Ingraham, J., Sopan, A., Ahn, J., & Bederson, B. B. (2012). CTArcade: learning computational thinking while training virtual characters through game play. In CHI’12 Extended Abstracts on Human Factors in Computing Systems, 2309–2314.
Maharani, S., Kholid, M. N., Pradana, L. N., & Nusantara, T. (2019). Problem solving in the context of computational thinking. Infinity Journal, 8(2), 109–116.
Maulyda, M. A., Sukoriyanto, S., Hidayati, V. R., Erfan, M., & Umar, U. (2020). Student Representation in Solving Story Problems Using Polya Steps. Formatif: Jurnal Ilmiah Pendidikan MIPA, 10(1), 91–102.
McClelland, K., & Grata, L. A. (2018). Review of the Importance of Computational Thinking in K-12. Proceedings of the ELmL.
Mohaghegh, D. M., & McCauley, M. (2016). Computational thinking: The skill set of the 21st century. International Journal of Computer Science and Information Technologies, 7(3), 1524–1530.
Papert, S. (1990). Children, computers and powerful ideas.
Plerou, A., & Vlamos, P. (2016). Algorithmic thinking and mathematical learning difficulties classification. Am. J. Appl. Psychol, 5(5), 22. https://doi.org/10.11648/j.ajap.20160505.11
Rich, K. M., Yadav, A., & Zhu, M. (2019). Levels of abstraction in students’ mathematics strategies: what can applying computer science ideas about abstraction bring to elementary mathematics? Journal of Computers in Mathematics and Science Teaching, 38(3), 267–298.
Rich, P. J., Egan, G., & Ellsworth, J. (2019). A Framework for Decomposition in Computational Thinking. In Proceedings of the 2019 ACM Conference on Innovation and Technology in Computer Science Education, 416–421. https://doi.org/10.1145/3304221.3319793
Rijke, W. J., Bollen, L., Eysink, T. H., & Tolboom, J. L. (2018). Computational thinking in primary school: An examination of abstraction and decomposition in different age groups. Informatics in Education, 17(1), 77–92. https://doi.org/10.15388/infedu.2018.05
Riley, D. D., & Hunt, K. A. (2014). Computational thinking for the modern problem solver. CRC press.
Román-González, M., Pérez-González, J. C., & Jiménez-Fernández, C. (2017). Which cognitive abilities underlie computational thinking? Criterion validity of the Computational Thinking Test. Computers in Human Behavior, 72, 678–691.
Sanford, J. F., & Naidu, J. T. (2016). Computational thinking concepts for grade school. Contemporary Issues in Education Research (CIER), 9(1), 23–32.
Selby, C. C. (2015). Relationships: computational thinking, pedagogy of programming, and Bloom’s Taxonomy. In Proceedings of the workshop in primary and secondary computing education (pp. 80-87). In Proceedings of the Workshop in Primary and Secondary Computing Education, 80–87. https://doi.org/10.1145/2818314.2818315
Shute, V. J., Sun, C., & Asbell-Clarke, J. (2017). Demystifying computational thinking. Educational Research Review, 22, 142–158.
Sys?o, M. M., & Kwiatkowska, A. B. (2013). Informatics for all high school students. In International Conference on Informatics in Schools: Situation, Evolution, and Perspectives, 43–56.
Tabesh, Y. (2017). Computational thinking: A 21st century skill. Olympiads in Informatics, 11(2), 65–70. https://doi.org/10.15388/ioi.2017.special.10
Talib, C. A., Aliyu, H., Zawadzki, R., & Ali, M. (2019). Developing student’s computational thinking through graphic calculator in STEAM education. In AIP Conference Proceedings, 2184(1), 030003. https://doi.org/10.1063/1.5136371
Voogt, J., Fisser, P., Good, J., Mishra, P., & Yadav, A. (2015). Computational thinking in compulsory education: Towards an agenda forresearch and practice. Education and Information Technologies, 20(4), 715–728. https://doi.org/10.1007/s10639-015-9412-6
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.
Wing, J. M. (2008). Computational thinking and thinking about computing. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 366(1881), 3717–3725. https://doi.org/10.1098/rsta.2008.0118
Wing, J. M. (2014). Computational thinking benefits society. 40th Anniversary Blog of Social Issues in Computing, 26.
Yadav, A., Mayfield, C., Zhou, N., Hambrusch, S., & Korb, J. T. (2014). Computational thinking in elementary and secondary teacher education. ACM Transactions on Computing Education (TOCE), 14(1), 1–16. https://doi.org/10.1145/2576872
DOI: http://dx.doi.org/10.30998/formatif.v11i2.9905
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