COMPUTATIONAL THINKING OF ACCOUNTING STUDENTS IN TERMS OF CRITICAL THINKING AND PROBLEM-SOLVING SKILLS

Safira Azzahra(1*), Slamet Fauzan(2)

(1) Accounting Department, Universitas Negeri Malang
(2) Accounting Department, Universitas Negeri Malang
(*) Corresponding Author

Abstract

Initially computational thinking was associated with informatics, even as a part of that field of science. However, according to different expert opinions, computational thinking can be incorporated into other fields of knowledge and real life. In addition, computational thinking is also still low for students at Vocational Schools majoring in accounting. Thus, computational thinking is a variety of knowledge and real-life areas that are influenced by critical thinking and problem-solving factors. The purposes of this research are (1) to find out whether there is an effect of critical thinking skills on computational thinking, (2) to find out whether there is an effect of problem-solving skills on computational thinking, and (3) to find out whether there is an effect of critical thinking skills and problem-solving skills. towards computational thinking. The research method used was a quantitative explanation. The sample used was convenience sampling, namely students majoring in accounting in Malang City. Methods of data collection using a questionnaire. Data analysis using multiple linear regression. The results of this study indicate that (1) Critical thinking skills had a significant positive effect on the computational thinking of students majoring in Accounting in Malang City. (2) Problem solving skills does not affect the computational thinking of students majoring in Accounting in Malang City. (3) Critical thinking skills and problem-solving skills effect simultaneously or jointly on the computational thinking of Accounting Department students in Malang City.

Keywords

Computational thinking, critical thinking, problem-solving, student, accounting.

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References

Amalia, E., Surya, E., Syahputra, E., & Surya, E. (2017). The Effectiveness of Using Problem Based Learning (PBL) in Mathematics Problem Solving Ability for Junior High School Students the Effectiveness of Using Problem Based Learning (PBL) in Mathematics Problem Solving Ability for Junior High School Students. 3(August), 2017, 3402-3406. https://www.researchgate.net/publication/318982082.

Angeli, C., & Giannakos, M. (2020). Computational Thinking Education: Issues and Challenges. Computers in Human Behavior, 105(November). https://doi.org/10.1016/j.chb.2019.106185.

Angraini, L. M., Arcat, A., & Sohibun, S. (2022). Pengaruh Bahan Ajar Berbasis Multimedia Interaktif terhadap Kemampuan Computational Thinking Matematis Mahasiswa. JNPM (Jurnal Nasional Pendidikan Matematika), 6(2), 370-383. https://doi.org/10.33603/jnpm.v6i2.6937.

Ansori, M. (2020). Pemikiran Komputasi (Computational Thinking) dalam Pemecahan Masalah. Dirasah : Jurnal Studi Ilmu Dan Manajemen Pendidikan Islam, 3(1), 111–126. https://doi.org/10.29062/dirasah.v3i1.83.

Bilbao, J., Bravo, E., García, O., Rebollar, C., & Varela, C. (2021). Study to Find Out The Perception that First Year Students in Engineering Have about The Computational Thinking Skills, and to Identify Possible Factors Related to The Ability of Abstraction. Heliyon, 7(2), 1-7. https://doi.org/10.1016/j.heliyon.2021.e06135.

Bilbao, J., Bravo, E., García, O., Varela, C., & Rebollar, C. (2017). Assessment of Computational Thinking Notions in Secondary School. Baltic Journal of Modern Computing, 5(4), 391- 397. https://doi.org/10.22364/bjmc.2017.5.4.05.

Dagiene, V., & Stupuriene, G. (2016). Bebras - A Sustainable Community Building Model for The Concept Based Learning of Informatics and Computational Thinking. Informatics in Education, 15(3), 25–44. https://doi.org/10.15388/infedu.2016.02.

Dewi, A., Juliyanto, E., & Rahayu, R. (2021). Pengaruh Pembelajaran IPA dengan Pendekatan Computational Thinking Berbantuan Scratch Terhadap Kemampuan Pemecahan Masalah. Indonesian Journal of Natural Science Education (IJNSE), 4(2), 492–497. https://doi.org/10.31002/nse.v4i2.2023.

Diantary, V. A., & Akbar, B. (2022). Perbandingan Keterampilan Computational Thinking Antara Sekolah Dasar Akreditasi A dengan Sekolah Dasar Akreditasi B Pada Mata Pelajaran Matematika. Jurnal Cendekia : Jurnal Pendidikan Matematika, 6(3), 2749–2756. https://doi.org/10.31004/cendekia.v6i3.1576.

Ennis. (2011). The Nature of Critical Thinking. Informal Logic, 6(2), 1–8. https://doi.org/https://doi.org/10.22329/il.v6i2.2729.

Fajri, M., Yurniawati, & Utomo, E. (2019). Computational Thinking, Mathematical Thinking Berorientasi Gaya Kognitif Pada Pembelajaran Matematika Di Sekolah Dasar. Dinamika Sekolah Dasar, 1(1), 1–18.

Gadanidis, G. (2017). Artificial Intelligence, Computational Thinking, and Mathematics Education. International Journal of Information and Learning Technology, 34(2), 133–139. https://doi.org/10.1108/IJILT-09-2016-0048.

Ghozali, I. (2016). Aplikasi Analisis Multivariete Dengan Program IBM SPSS 23 (Edisi 8). Badan Penerbit Universitas Diponegoro.

Grover, S., & Pea, R. (2013). Computational Thinking in K-12: A Review of the State of the Field. Educational Researcher, 42(1), 38–43. https://doi.org/10.3102/0013189X12463051.

Hamiyah, & Jauhar. (2014). Strategi Belajar-Mengajar di Kelas. Jakarta: Prestasi Pustaka.

Harangus, K., & Kátai, Z. (2020). Computational Thinking in Secondary and Higher Education. Procedia Manufacturing, 46(2019), 615–622. https://doi.org/10.1016/j.promfg.2020.03.088.

John Lemay, D., Basnet, R. B., Doleck, T., Bazelais, P., & Saxena, A. (2021). Instructional Interventions for Computational Thinking: Examining the Link Between Computational Thinking and Academic Performance. Computers and Education Open, 2, 100056. https://doi.org/10.1016/j.caeo.2021.100056.

Kale, U., Akcaoglu, M., Cullen, T., Goh, D., Devine, L., Calvert, N., & Grise, K. (2018). Computational What? Relating Computational Thinking to Teaching. TechTrends, 62(6), 574–584. https://doi.org/10.1007/s11528-018-0290-9.

Kawuri, K. R., Budiharti, R., & Fauzi, A. (2019). Penerapan Computational Thinking untuk Meningkatkan Kemampuan Berpikir Kritis Siswa Kelas X MIA 9 SMA Negeri 1 Surakarta pada Materi Usaha dan Energi 6. Jurnal Materi Dan Pembelajaran Fisika (JMPF), 9(2), 116–121. https://jurnal.uns.ac.id/jmpf/article/view/38623.

Kaya, D., D. Izgiol, dan C. K. (2014). The Investigation of Elementary Mathematics Teacher Candidates’ Problem Solving Skills According to Various Variables. International Electronic Journal of Elementary Education, 6(2), 295–314.

Khasanah, B. A., & Ayu, I. D. (2019). Kemampuan Berpikir Kritis Siswa Melalui Penerapan Model Pembelajaran Brain Based Learning. Nucl. Phys., 13(1), 104–116.

Komariyah, S., Fatmala, A., & Laili, N. (2018). Pengaruh Kemampuan Berpikir Kritis Terhadap Hasil Belajar Matematika. Jurnal Penelitian Pendidikan Dan Pengajaran Matematika, 4(2), 55–60.

Kuswanto, H., Rodiyanti, N., Kholisho, Y. N., & Arianti, B. D. D. (2020). Pengaruh Kemampuan Matematika Terhadap Kemampuan Computational Thinking Pada Anak Usia Sekolah Dasar. Educatio, 15(2), 78–84. https://doi.org/10.29408/edc.v15i2.2916.

Ling, L. U., Tammie, C. S., Nasrah, N., Jane, L., & Norazila, A. A. (2018). an Evaluation Tool To Measure Computational Thinking Skills : Pilot Investigation. Herald NAMSA, 1(September), 606–614.

Maharani, A. (2020). Computational Thinking dalam Pembelajaran Matematika Menghadapi Era Society 5.0. Euclid, 7(2), 86-96. https://doi.org/10.33603/e.v7i2.3364.

Mannila, L., Dagiene, V., Demo, B., Grgurina, N., Mirolo, C., Rolandsson, L., & Settle, A. (2014). Computational Thinking in K-9 education. ITiCSE-WGR 2014 - Working Group Reports of the 2014 Innovation and Technology in Computer Science Education Conference, June, 1–29. https://doi.org/10.1145/2713609.2713610.

Martín-Núñez, J. L., Ar, A. Y., Fernández, R. P., Abbas, A., & Radovanović, D. (2023). Does Intrinsic Motivation Mediate Perceived Artificial Intelligence (AI) Learning and Computational Thinking of Students During The COVID-19 Pandemic? Computers and Education: Artificial Intelligence, 4(June 2022), 100128, 1-8. https://doi.org/10.1016/j.caeai.2023.100128.

Pratiwi, & Akbar. (2022). Pengaruh Model Problem Based Learning Terhadap Keterampilan Computational Thinking Matematis Siswa Kelas Iv SDN Kebon Bawang 03 Jakarta. Jurnal Ilmiah PGSD FKIP Universitas Mandiri, 08(01), 375–383.

Putra, M. R. A. L., Mahardhika, G. P., & Putro, H. P. (2019). Penerapan Kemampuan Problem Solving pada Siswa SMP Menggunakan Pendekatan Computational Thinking (CT) Berbasis Role Playing Game (RPG). Format : Jurnal Ilmiah Teknik Informatika, 8(2), 158-164. https://doi.org/10.22441/format.2019.v8.i2.009.

Putri, D. A. (2020). Pengaruh Pengalaman Auditor Dan Time Budget Pressure Terhadap Kualitas Audit Dengan Etika Auditor Sebagai Variabel Moderasi. Jurnal Magister Akuntansi Trisakti, 7(1), 85–100. https://doi.org/10.25105/jmat.v7i1.6492.

Rahman, A. A. (2022). Integrasi Computational Thinking dalam Model EDP-STEM untuk Meningkatkan Kemampuan Berpikir Kritis Siswa SMP. Jurnal Didaktika Pendidikan Dasar, 6(2), 575–590. https://doi.org/10.26811/didaktika.v6i2.409.

Ramadhan, D. R. P., Rosyada, A. Q., Marliza, W., Kasatri, D. E. P., & Yuliana, I. (2020). Pengaruh Ekstrakulikuler Coding Pada Siswa Sekolah Dasar Guna Meningkatkan Computational Thingking Di Sekolah Al-Azhar Syifa Budi Solo. Buletin Literasi Budaya Sekolah, 2(1), 80–86. https://doi.org/10.23917/blbs.v2i1.11616.

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. https://doi.org/10.1016/j.chb.2016.08.047.

Sari, F. K., Roshayanti, F., Rakhmawati, R., & Hayat, M. S. (2022). Persepsi Guru Biologi Terhadap Computational Thinking Pada Sekolah Menengah Atas Se Kecamatan Kayen. Biogenesis, 18(1), 68-84. https://doi.org/10.31258/biogenesis.18.1.68-84.

Seow, P., Looi, C., How, M., Wadhwa, B., & Wu, L. (2019). Computational Thinking Education. In Computational Thinking Education. Springer Singapore. https://doi.org/10.1007/978-981-13-6528-7.

Siahaan, E., & Surya, E. (2020). Analisis Pengaruh Kemampuan Pemecahan Masalah Siswa Dalam Pelajaran Matematika. ResearchGate, May. https://www.researchgate.net/publication/341458504.

Su, J., & Yang, W. (2023). A systematic review of integrating computational thinking in early childhood education. Computers and Education Open, 4(January), 100122, 1-12. https://doi.org/10.1016/j.caeo.2023.100122.

Sugeng, B. (2020). Fundamental Metodologi Penelitian Kuantitatif (Eksplanatif). Yogyakarta: Deepublish.

Sugiyarta, A. W. (2021). Pengembangan e-Modul Program Linear dengan Pendekatan Computational Thinking untuk Meningkatkan Kemampuan Berpikir Kritis Siswa Slow Learner. Jurnal Edukasi Matematika Dan Sains, 4(1).

Suharyadi, & Purwanto. (2015). Statistika Untuk Ekonomi Dan Keuangan Modern Edisi 2 Buku 1 (2nd ed.). Jakarta: Salemba Empat.

Sukamto, T. S., Pertiwi, A., Affandy, Syukur, A., Hafdhoh, N., & Hidayat, E. Y. (2019). Pengenalan Computational Thinking Sebagai Metode Problem Solving Kepada Guru dan Siswa Sekolah di Kota Semarang The Introduction of Computational Thinking as a Problem Solving Method for Teachers and Students in Semarang City. Abdimasku, 2(2), 99–107.

Sung, W., Ahn, J., & Black, J. B. (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

Susanti, I. Y. (2019). Hubungan Computational Thinking Skill (CTS) Dengan Hasil Belajar Mahasiswa Tahun Pertama Program Studi Komputer Di Banda Aceh. Αγαη, 8(5), 55.

Swaid, S. I. (2015). Bringing Computational Thinking to STEM Education. Procedia Manufacturing, 3(July 2015), 3657–3662. https://doi.org/10.1016/j.promfg.2015.07.761.

Tabesh, Y. (2017). Computational Thinking: A 21st Century Skill. Olympiads in Informatics, 11(Special Issue), 65–70. https://doi.org/10.15388/ioi.2017.special.10.

Varela, C., Rebollar, C., García, O., Bravo, E., & Bilbao, J. (2019). Skills in Computational Thinking of Engineering Students of the First School Year. Heliyon, 5(11), 1-9. https://doi.org/10.1016/j.heliyon.2019.e02820.

Wardani, E. D., & Sutama. (2015). Peningkatan Keterampilan Pemecahan Masalah Matematika SMP Melalui Strategi Discovery Learning [Universitas Muhammadiyah Surakarta]. Universitas Muhammadiyah Surakarta (Vol. 16, Issue 94). http://eprints.ums.ac.id/37501/6/BAB II.pdf.

Wing, J. M. (2010). Computational Thinking: What and Why? 2010 Mediterranean Conference on Control and Automation - Conference Proceedings, MED’10, November, 406–412. https://doi.org/10.1109/MED.2008.4602144.

Youjun, T., & Xiaomei, M. (2022). Computational Thinking: A Mediation Tool and Higherorder Thinking for Linking EFL Grammar Knowledge with Competency. Thinking Skills and Creativity, 46(July), 101143, 1-16. https://doi.org/10.1016/j.tsc.2022.101143.

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