The application of computational thinking and experiential learning concepts to improve algorithm skills among Junior High School Students of Salman Al Farisi Bandung

Authors

  • Erry Fuadillah UIN Sunan Gunung Djati Bandung

DOI:

https://doi.org/10.55942/pssj.v6i1.1100

Keywords:

computation thinking, experiential learning, programming algorithms

Abstract

Computational thinking (CT) is a 21st-century skill that is currently receiving widespread attention in many developed countries, where it has been incorporated into primary and secondary school curricula. Developing this skill requires a learning model that provides students with direct experience; one such model is experiential learning. This model emphasises that real-life experiences are the primary source of knowledge formation and computational thinking skills. This study aims to apply the concept of computational thinking to programming algorithms for junior high school students. This was achieved by comparing the learning outcomes of experimental classes that implemented an experiential learning model with computational thinking with those of a control class that used conventional methods. The results of the analysis showed that the average student learning outcome value in the experimental class was 87.826, compared to 81.36363 in the control class. Based on the t-test, the calculated t-value of 1.33676 is smaller than the t-table value of 1.68107, so H₀ is accepted and H₁ is rejected. Therefore, there is no significant difference in learning outcomes between the two groups. However, applying computational thinking through experiential learning models shows a positive upward trend in student learning outcomes and provides a more meaningful learning experience for understanding programming algorithm concepts.

Author Biography

Erry Fuadillah, UIN Sunan Gunung Djati Bandung

Erry Fuadillah is affiliated with Universitas Islam Negeri Sunan Gunung Djati Bandung

References

Adminpintarharati (2020) ‘Upaya Pengembangan Karakter Anak Melalui Model Pembelajaran Experiential Learning (Efforts in Developing A Child’s Character Through An Experiential Learning Approach Model)’, Pintar Harati: Jurnal Pendidikan dan Psikologi, 15(2), pp. 101–112. Available at: https://doi.org/10.36873/jph.v15i2.1174.

Alfina, A. (2017) ‘Berpikir Komputasional Siswa Dalam Menyelesaikan Masalah yang Berkaitan dengan Aritmetika Sosial Ditinjau Dari Gender’, Simki-Techsain, 1(4), pp. 2–6.

Boom, K.D. et al. (2018) ‘Relationship between computational thinking and a measure of intelligence as a general problem-solving ability’, Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE, pp. 206–211. Available at: https://doi.org/10.1145/3197091.3197104

Boucinha, R.M. et al. (2019) ‘Relationship between the Learning of Computational thinking and the Development of Reasoning’, International Journal of Advanced Engineering Research and Science, 6(6), pp. 623–631. Available at: https://doi.org/10.22161/ijaers.6.6.71.

Doleck, T. et al. (2017) ‘Algorithmic thinking, cooperativity, creativity, critical thinking, and problem solving: exploring the relationship between computational thinking skills and academic performance’, Journal of Computers in Education, 4(4), pp. 355–369. Available at: https://doi.org/10.1007/s40692-017-0090-9.

Grover, S. (2017) ‘Assessing Algorithmic and Computational Thinking in K-12: Lessons from a Middle School Classroom’, Emerging Research, Practice, and Policy on Computational Thinking, pp. 269–288. Available at: https://doi.org/10.1007/978-3-319-52691-1.

Lestari, L. and Sofyan, D. (2014) ‘Perbandingan Kemampuan Pemecahan Masalah Siswa Dalam Matematika Antara Yang Mendapat Pembelajaran Matematika Realistik (PMR) Dengan Pembelajaran Konvensional’, Jurnal Pendidikan Matematika, 3, pp. 95–108.

Maulana, G.G. (2017) ‘Pembelajaran Dasar Algoritma Dan Pemrograman Menggunakan El-Goritma Berbasis Web’, Jurnal Teknik Mesin, 6(2), p. 8. Available at: https://doi.org/10.22441/jtm.v6i2.1183.

Mulyono, H. and Agustin, E.E. (2020) ‘Pengaruh Model Pembelajaran Project Based Learning Terhadap Hasil Belajar Siswa Pada Mata Pelajaran Pemrograman Dasar di SMK Muhammadiyah 1 Padang’, JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika), 5(1), p. 20. Available at: https://doi.org/10.29100/jipi.v5i1.1518.

Muñoz-Repiso, A.G.V. and Caballero-González, Y.A. (2019) ‘Robotics to develop computational thinking in early Childhood Education’, Comunicar, 27(59), pp. 63–72. Available at: https://doi.org/10.3916/C59-2019-06.

Nayazik, A. (2017) ‘Pembentukan Keterampilan Pemecahan Masalah Melalui Model IDEAL Problem Solving Dengan Teori Pemrosesan Informasi’, Kreano, Jurnal Matematika Kreatif-Inovatif, 8(2), pp. 182–190. Available at: https://doi.org/10.15294/kreano.v8i2.7163.

Nuraisa, D. et al. (2019) ‘Exploring Students Computational Thinking based on Self-Regulated Learning in the Solution of Linear Program Problem’, JIPM (Jurnal Ilmiah Pendidikan Matematika), 8(1), p. 30. Available at: https://doi.org/10.25273/jipm.v8i1.4871.

Nuraisa, D., Saleh, H. and Raharjo, S. (2021) ‘Profile of Students’ Computational Thinking Based on Self-Regulated Learning In Completing Bebras Tasks’, Prima: Jurnal Pendidikan Matematika, 5(2), pp. 40–50. Available at: http://jurnal.umt.ac.id/index.php/prima/article/view/4173.

Shih, W.C. (2019) ‘Integrating computational thinking into the process of learning artificial intelligence’, ICEMT 2019 Association for Computing Machinery, pp. 364–368. Available at: https://doi.org/10.1145/3345120.3345134.

Sung, E. (2019) ‘Fostering Computational Thinking in Technology and Engineering Education’, Technology and Engineering Teacher, 78(5), pp. 9–13.

Tang, X. et al. (2020) ‘Assessing computational thinking: A systematic review of empirical studies’, Computers and Education, 148(December 2019), p. 103798. Available at: https://doi.org/10.1016/j.compedu.2019.103798.

Zhang, L.C. and Nouri, J. (2019) ‘A systematic review of learning computational thinking through Scratch in K-9’, Computers and Education, 141(September 2018), p. 103607. Available at: https://doi.org/10.1016/j.compedu.2019.103607.

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Published

2026-01-12

How to Cite

Fuadillah, E. (2026). The application of computational thinking and experiential learning concepts to improve algorithm skills among Junior High School Students of Salman Al Farisi Bandung. Priviet Social Sciences Journal, 6(1), 259–269. https://doi.org/10.55942/pssj.v6i1.1100
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