Jurnal Paedagogy
Vol. 13 No. 1 (2026): January

Development of Android-Based Informatics Learning Media to Improve Computational Thinking in High School Students

Nurhaliza, Jihan (Unknown)
Hikmawan, Rizki (Unknown)
Arrumaisha , Nissa (Unknown)



Article Info

Publish Date
06 Jan 2026

Abstract

This study aims to develop an Android-based informatics learning medium, named THINQING, to enhance senior high school students’ computational thinking (CT) skills through Bebras informatics problems. The research employed a Research and Development (R&D) method using the Game Development Life Cycle (GDLC) framework, which consists of the stages of initiation, pre-production, production, testing, beta, and release. The participants of this study were 30 tenth-grade students from a senior high school in Garut Regency. Data were collected using the Computational Thinking Scale (CTS), which measures five dimensions of CT: creativity, algorithmic thinking, cooperativity, critical thinking, and problem-solving skills. Data were analyzed using a one-sample t-test by comparing students’ CTS scores with a neutral benchmark value. The results reveal a statistically significant improvement in students’ computational thinking skills, as indicated by a significance value of p < 0.05. These findings suggest that the THINQING learning medium—particularly its error-based explanatory feedback mechanism—is effective in supporting the development of computational thinking and can serve as an alternative interactive learning tool for fostering 21st-century skills in secondary education.

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Journal Info

Abbrev

pedagogy

Publisher

Subject

Education Languange, Linguistic, Communication & Media Mathematics Other

Description

Jurnal Paedagogy contains scientific articles and critical review from research in Education, Teaching and Learning which include; 1. Formal/School Education 2. Nonformal/Community Education 3. Informal/Family ...