PENELITIAN COMPUTATIONAL THINKING DALAM PEMBELAJARAN MATEMATIKA
DOI:
https://doi.org/10.24127/ajpm.v12i1.5860Keywords:
Computational Thinking, Pembelajaran MatematikaAbstract
Computational Thinking (CT) merupakan salah satu kemampuan yang mesti dikuasai peserta didik pada abad 21. CT sudah banyak diteliti oleh dunia, tidak terkecuali negara Indonesia. Penelitian ini fokus melihat kemampuan CT dalam proses pembelajaran matematika. Tujuan penelitian ini yaitu untuk melihat penelitian CT yang terdahulu dalam proses pembelajaran matematika yang berkaitan dengan strategi pembelajaran yang digunakan, materi matematika yang dipilih dalam penelitian dan temuan studi penelitian dari tahun 2011 sampai 2021. Penelitian ini menggunakan data base scopus dan google scholar menggunakan Harzing's Publish and Perish untuk mengumpulkan data. Dalam penelitian ini menemukan 46 artikel yang berkaitan dengan kemampuan CT dalam proses pembelajaran matematika. Metode yang digunakan dalam penelitian ini yaitu tinjauan sistematis dan meta analisis (PRISMA). Hasil penelitian menunjukkan bahwa strategi pembelajaran yang banyak digunakan dalam penelitian CT yaitu menggunakan media game berbasis web dan strategi pembelajaran project base learning. Materi yang banyak dipilih adalah materi pola bilangan dan materi SPLDV. Temuan studi dalam penelitian CT ditemukan bahwa kemampuan CT peserta didik meningkat, media yang dikembangkan mencapai proses valid, praktis dan efektif. Kemampuan CT sangat relevan dengan tujuan pembelajaran matematika yaitu kemampuan pemecahan masalah. CT merupakan kemampuan pemecahan masalah yang kompleks dengan mengikuti langkah-langkah komputer.
References
Abdullah, A. H. (2019). Development of Mobile Application for the Concept of Pattern Recognition in Computational Thinking for Mathematics Subject. In TALE 2019 - 2019 IEEE International Conference on Engineering, Technology and Education. https://doi.org/10.1109/TALE48000.2019.9225910
Ariesandi, I., Syamsuri, S., Yuhana, Y., & ... (2021). Analisis kebutuhan pengembangan modul elektronik berbasis inkuiri untuk meningkatkan kemampuan berpikir komputasi pada materi barisan dan deret peserta didik SMA. … : Jurnal Matematika Dan …. http://103.98.176.9/index.php/aksioma/article/view/7793
Augie, K. T. (2021). Penggunaan podcast untuk mengembangkan keterampilan berpikir komputasi peserta didik selama gangguan pandemi. Jurnal Didactical Mathematics. https://ejournal.unma.ac.id/index.php/dm/article/view/1042
Azmi, R. D. (2021). Analisis Kemampuan Computational Thinking Dalam Pembuatan Media Pembelajaran Matematika. 4, 6.
Azmi, R. D., & Ummah, S. K. (2021). Implementasi Project Based Learning Untuk Mengeksplorasi Kemampuan Computational Thinking Mahapeserta didik. Jurnal Ilmiah Pendidikan Matematika AL …. https://eprints.umm.ac.id/77468/
Barcelos, T. (2012). Teaching Computational Thinking in initial series: An analysis of the confluence among mathematics and Computer Sciences in elementary education and its implications for higher education. In 38th Latin America Conference on Informatics, CLEI 2012 - Conference Proceedings. https://doi.org/10.1109/CLEI.2012.6427135
Barr, V. (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
Borkulo, S. Van. (2021). Computational Thinking in the Mathematics Classroom: Fostering Algorithmic Thinking and Generalization Skills Using Dynamic Mathematics Software. In ACM International Conference Proceeding Series. https://doi.org/10.1145/3481312.3481319
Cahdriyana, R. A., & Richardo, R. (2020). Berpikir Komputasi Dalam Pembelajaran Matematika. LITERASI (Jurnal Ilmu …. https://www.ejournal.almaata.ac.id/index.php/LITERASI/article/view/1290
Chan, S. W. (2020). Computational thinking activities in number patterns: A study in a Singapore secondary school. In ICCE 2020 - 28th International Conference on Computers in Education, Proceedings (Vol. 1, pp. 171–176). https://api.elsevier.com/content/abstract/scopus_id/85099434625
Chen, Y. C. (2021). Is mathematics required for cooking? An interdisciplinary approach to integrating computational thinking in a culinary and restaurant management course. Mathematics, 9(18). https://doi.org/10.3390/math9182219
Chookaew, S. (2020). Investigating students’ computational thinking through STEM robot-based learning activities. Advances in Science, Technology and Engineering Systems, 5(6), 1366–1371. https://doi.org/10.25046/aj0506164
Closser, A. H., Hulse, T., Manzo, D., & Ottmar, E. (2018). Computational Thinking Through Game Creation in STEM Classrooms. June. https://doi.org/10.1007/978-3-319-93846-2
Columba, L. (2020). Computational thinking using the first in math® online program. Mathematics Teaching-Research Journal, 12(1), 45–57. https://api.elsevier.com/content/abstract/scopus_id/85090206774
Costa, E. (2017). Computational thinking in mathematics education: A joint approach to encourage problem-solving ability. In Proceedings - Frontiers in Education Conference, FIE (Vol. 2017, pp. 1–8). https://doi.org/10.1109/FIE.2017.8190655
Costa, E. J. F. (2019). Automatic Classification of Computational Thinking Skills in Elementary School Math Questions. In Proceedings - Frontiers in Education Conference, FIE (Vol. 2019). https://doi.org/10.1109/FIE43999.2019.9028499
Danindra, L. S. (2020). Proses berpikir komputasi peserta didik SMP dalam memecahkan masalah pola bilangan ditinjau dari perbedaan jenis kelamin. In Jurnal Ilmiah Pendidikan Matematika …. pdfs.semanticscholar.org. https://pdfs.semanticscholar.org/2fb7/a1fb0ab214b9ecb9eb672a430b0880d65277.pdf
Fiantika, F. R., Pd, M., & Pd, M. (2017). jurnal ditinjau dari gender computational thinking students in resolving problems associated with social arithmetic based on oleh : Azza Alfina Dibimbing oleh : Universitas Nusantara Pgri Kediri Surat Pernyataan Artikel Skripsi Tahun 2017. 01(04).
Fitriani, W., & Wangid, M. N. (2021). Berpikir Kritis dan Komputasi : Analisis Kebutuhan Media Pembelajaran di Sekolah Dasar Pendahuluan. 9(2), 234–242. https://doi.org/10.24815/jpsi.v9i2.19040
Ghozian, M., Ahsan, K., Nur, A., & Prabowo, A. (2021). Desain Web-apps-based Student Worksheet dengan Pendekatan Computational Thinking pada Pembelajaran Matematika di Masa Pandemi | PRISMA, Prosiding Seminar Nasional Matematika. Prisma, Prosiding Seminar Nasional Matematika, 4(2021), 344–352. https://journal.unnes.ac.id/sju/index.php/prisma/article/view/44971
Gleasman, C., & Kim, C. (2020). Pre-Service Teacher’s Use of Block-Based Programming and Computational Thinking to Teach Elementary Mathematics. Digital Experiences in Mathematics Education, 6(1), 52–90. https://doi.org/10.1007/s40751-019-00056-1
Harmini, T. (2020). Computational Thinking Ability Students Based On Gender In Calculus Learning. 9(4), 977–986.
Hsi, S. (2012). Math on a sphere: Using public displays to support children’s creativity and computational thinking on 3D surfaces. In ACM International Conference Proceeding Series (pp. 248–251). https://doi.org/10.1145/2307096.2307137
Huang, W. (2021). Frame Shifting as a Challenge to Integrating Computational Thinking in Secondary Mathematics Education. In SIGCSE 2021 - Proceedings of the 52nd ACM Technical Symposium on Computer Science Education (pp. 390–396). https://api.elsevier.com/content/abstract/scopus_id/85103326788
Indonesia, B. (2018). Pengantar. 1–54.
Kamil, M. R. (2021). Analisis kemampuan berpikir komputasional matematis Peserta didik Kelas IX SMP Negeri 1 Cikampek pada materi pola bilangan. AKSIOMA: Jurnal Matematika Dan Pendidikan Matemnatika, 12(2), 259–270.
Lavigne, H. J., Lewis-Presser, A., & Rosenfeld, D. (2020). An exploratory approach for investigating the integration of computational thinking and mathematics for preschool children. Journal of Digital Learning in Teacher Education, 36(1), 63–77. https://doi.org/10.1080/21532974.2019.1693940
Lewin, L., & Goldschmidt, H. (1893). the Relations Between the Bladder and Ureters: an Experimental Research.1. In The Lancet (Vol. 142, Issue 3650). https://doi.org/10.1016/S0140-6736(01)52343-0
Liao, C. H. (2020). Integrating computational thinking in math courses for 3rd and 4th grade students with learning disabilities via scratch. In SIGCSE 2020 - Proceedings of the 51st ACM Technical Symposium on Computer Science Education (p. 1282). https://doi.org/10.1145/3328778.3372588
Maharani, S. (2021). Exploring the computational thinking of our pre-service mathematics teachers in prepare of lesson plan. In Journal of Physics: Conference Series (Vol. 1783, Issue 1). https://doi.org/10.1088/1742-6596/1783/1/012101
Maharani, S., Nusantara, T., As’ari, A. R., & Qohar, A. (2020). Computational Thinking : Media Pembelajaran CSK (CT-Sheet for Kids) dalam Matematika PAUD. Jurnal Obsesi : Jurnal Pendidikan Anak Usia Dini, 5(1), 975–984. https://doi.org/10.31004/obsesi.v5i1.769
Majumder, S. (2020). A study of common concerns inhibiting teacher enactment of computational thinking into project-based mathematics and career technical education. In CSEDU 2020 - Proceedings of the 12th International Conference on Computer Supported Education (Vol. 1, pp. 341–349). https://api.elsevier.com/content/abstract/scopus_id/85091436772
Malik, S. (2016). Peningkatan Kemampuan Berpikir Komputasi Peserta didik Melalui Multimedia Interaktif Berbasis Quantum Teaching And Learning.
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & Group, T. P. (2009). Preferred Reporting Items for Systematic Reviews and Meta-Analyses : The PRISMA Statement. 6(7). https://doi.org/10.1371/journal.pmed.1000097
Mrs. Sharie Kranz, Coronado High School Catherine Tabor, E. P. I., & Catherine. (2012). Ac 2012-5348: Classroom Games And Activities That Moti Vate Exploration Of Foundational Understandings Of Mathematics Concepts While Inadvertently Scaffolding Computational Thinking And Engineered Desig.
Octalia, R. P., Rizal, N., & Peserta didikndari, H. (2021). Pengembangan Media Pembelajaran Digital Berbasis Game Challenges untuk Meningkatkan Computational Thinking dalam Pembelajaran Mandiri sebagai Upaya Mewujudkan Merdeka Belajar. 149–166.
Ottmar, E., & Rodrigo, M. M. (2017). Wearable Learning : Multiplayer Embodied Games for Math Wearable Learning : Multiplayer Embodied Games for Math. October. https://doi.org/10.1145/3116595.3116637
Pellegrino, J. W. (2012). Education for Life and Work : Developing Transferable Knowledge and Skills in the 21st Century This PDF is available from The National Academies Press at http://www.nap.edu/catalog.php?record_id=13398 Education for Life and Work : Developing Transferable (Issue December 2014).
Pires, F. (2019). Gamification and engagement: Development of computational thinking and the implications in mathematical learning. In Proceedings - IEEE 19th International Conference on Advanced Learning Technologies, ICALT 2019 (pp. 362–366). https://doi.org/10.1109/ICALT.2019.00112
Rahmadhani, L. I. P., & Mariani, S. (2021). Kemampuan Komputasional Peserta didik dalam Memecahkan Masalah Matematika SMP Melalui Digital Project Based Learning Ditinjau Dari Self Efficacy. PRISMA, Prosiding Seminar …. https://journal.unnes.ac.id/sju/index.php/prisma/article/view/45048
Rehmat, A. P., Ehsan, H., & Cardella, M. E. (2020). Instructional strategies to promote computational thinking for young learners. Journal of Digital Learning in Teacher Education, 36(1), 46–62. https://doi.org/10.1080/21532974.2019.1693942
Reichert, J. T. (2020). Computational thinking in K-12: An analysis with mathematics teachers. Eurasia Journal of Mathematics, Science and Technology Education, 16(6). https://doi.org/10.29333/EJMSTE/7832
Rich, K. M., Rich, K. M., Yadav, A., & Schwarz, C. V. (2019). Computational Thinking, Mathematics, and Science: Elementary Teachers’... Journal of Technology and Teacher Education, 27(2), 165–205.
Rich, K. M., Yadav, A., & Larimore, R. A. (2020a). Teacher implementation profiles for integrating computational thinking into elementary mathematics and science instruction. Education and Information Technologies, 25(4), 3161–3188. https://doi.org/10.1007/s10639-020-10115-5
Rich, K. M., Yadav, A., & Larimore, R. A. (2020b). Teacher implementation profiles for integrating computational thinking into elementary mathematics and science instruction computational thinking into elementary mathematics. July. https://doi.org/10.1007/s10639-020-10115-5
Sa’diyyah, F. N., Mania, S., & ... (2021). Pengembangan Instrumen Tes Untuk Mengukur Kemampuan Berpikir Komputasi Peserta didik. JPMI (Jurnal …. https://www.journal.ikipsiliwangi.ac.id/index.php/jpmi/article/view/6356
Selby, C. (2013). Computational Thinking : The Developing Definition. ITiCSE Conference 2013, 5–8.
Sinkovits, R. S. (2020). Introducing Computing and Technology through Problem-Solving in Discrete Mathematics. In ACM International Conference Proceeding Series (pp. 429–435). https://doi.org/10.1145/3311790.3396620
Soboleva, E. V. (2021). Formation of Computational Thinking Skills Using Computer Games in Teaching Mathematics. Eurasia Journal of Mathematics, Science and Technology Education, 17(10), 1–16. https://doi.org/10.29333/ejmste/11177
Souza, I. M. L., & Andrade, W. L. (2019). Analyzing the Effect of Computational Thinking on Mathematics through Educational Robotics. 2019 IEEE Frontiers in Education Conference (FIE), 1–7.
Sung, W. (2017). Introducing Computational Thinking to Young Learners: Practicing Computational Perspectives Through Embodiment in Mathematics Education. Technology, Knowledge and Learning, 22(3), 443–463. https://doi.org/10.1007/s10758-017-9328-x
Sung, W. (2020). Factors to consider when designing effective learning: Infusing computational thinking in mathematics to support thinking-doing. Journal of Research on Technology in Education, 53(4), 404–426. https://doi.org/10.1080/15391523.2020.1784066
Supiarmo, M. G., & Learning, S. (2021). Jurnal Numeracy Proses Berpikir Komputasional Peserta didik Dalam Menyelesaikan Soal Pisa Konten Change And Relationship Berdasarkan Self-Regulated Learning. 8(1), 58–72.
Supiarmo, M. G., Mardhiyatirrahmah, L., & ... (2021). Pemberian Scaffolding untuk Memperbaiki Proses Berpikir Komputasional Peserta didik dalam Memecahkan Masalah Matematika. Jurnal Cendekia: Jurnal …. https://j-cup.org/index.php/cendekia/article/view/516
Tabesh, Y. (2019). Computational thinking in K-12: Azerbaijan’s experience. In Olympiads in Informatics (Vol. 13, pp. 217–224). https://doi.org/10.15388/ioi.2019.15
Tan, C. W. (2017). Teaching computational thinking by gamification of k-12 mathematics: Mobile app math games in mathematics and computer science tournament. In Proceedings of International Conference on Computational Thinking Education (pp. 55–59). https://api.elsevier.com/content/abstract/scopus_id/85070890939
Tang, X., Yin, Y., Lin, Q., Hadad, R., & Zhai, X. (2020). Assessing computational thinking: A systematic review of empirical studies. Computers and Education, 148(December 2019), 103798. https://doi.org/10.1016/j.compedu.2019.103798
Weintrop, D. (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. (2006). Computational thinking. In Communications of the ACM (Vol. 49, Issue 3, pp. 33–35). https://doi.org/10.1145/1118178.1118215
Downloads
Published
Issue
Section
License
Authors who publish with AKSIOMA: Jurnal Program Studi Pendidikan Matematika agree to the following terms:

Creative Commons License
AKSIOMA: Jurnal Program Studi Pendidikan Matematika is licensed under a Creative Commons Attribution 4.0 International License.
This journal provides immediate open access to its content on the principle that making research freely available to the public supports a greater global exchange of knowledge. AKSIOMA offers all authors of journal articles allows their research openly available, free access and time restrictions.
All articles published Open Access will be immediately and permanently free for everyone to read and download. Under the CC-BY license, authors retain ownership of the copyright for their article, but authors grant others permission to use the content of publications in AKSIOMA in whole or in part provided that the original work is properly cited. Users (redistributors) of AKSIOMA are required to cite the original source, including the author's names, AKSIOMA as the initial source of publication, year of publication, volume number and DOI (if available).

.png)



.png)

