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Journal : Jurnal Teknologi Informasi dan Pendidikan

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Exploring the Influence of Programming Courses on University Students’ Computational Thinking Skills Darwas, Rahmadini; Sepriana, Rina; Rahimullaily, Rahimullaily; Jalinus, Nizwardi; Ambiyar, Ambiyar; Giatman, Giatman
Jurnal Teknologi Informasi dan Pendidikan Vol. 18 No. 2 (2025): Jurnal Teknologi Informasi dan Pendidikan
Publisher : Universitas Negeri Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24036/jtip.v18i2.977

Abstract

This study aims to explore the relationship between students' perceptions of programming courses and computational thinking (CT) skills in Information Systems Study Program students at Metamedia University. The sample consisted of 37 semester students in the 2024/2025 academic year. The research method used was quantitative with a correlational approach, and data analysis was carried out using the JASP application. The results of the Spearman's rho correlation test showed a value of 0.103 with a p-value of 0.590. This value indicates a very weak and insignificant relationship between perceptions of programming courses and CT skills, as measured by the Mid-Semester Exam scores. This finding indicates that although students have positive perceptions of programming courses, these perceptions are not necessarily directly proportional to their CT skills. This result contradicts initial expectations that assume a strong relationship between positive perceptions and increased CT skills. The implications of this study indicate the need to develop a learning approach that explicitly integrates CT elements in the learning process, assignments, and assessments in programming courses in higher education
Co-Authors Ambiyar, Ambiyar Arlina Yuza Arman, Utami Dewi Arsyad, Nadra Asmar Yulastri Darwas, Rahmadini Dedy Irfan Desfita, Mediana Dini Wahdini Surizal Putri Hakiki, Muhammad Harma, Beni Krisnova Nastasia Leilany, Lili Linda Fitria Maidawati, Maidawati Menrisal Menrisal Menrisal Menrisal Menrisal Nasmirayanti, Rita Nizwardi Jalinus Pipit Lestari Pipit Lestari Popi Radyuli Popi Radyuli RADYULI, POPI Rahimullaily Rahimullaily Sari, Afrilda Sari, Kharisma Permata Sefriani, Rini Susriyati Susriyati, Susriyati Wijaya, Indra Yeki Candra Yetrina, Mutiara Yogi Rachmat Febrinandi Yunfitri, Yunifitri