Fostering students’ computational thinking: Student worksheets on integer material

Computational thinking (CT) is a critical 21st-century competency, yet its integration into mathematics education remains underdeveloped. At the same time, previous research has focused on identifying CT difficulties. This study aims to address this gap by developing and validating a CT-based worksheet on integer material to improve students' computational thinking abilities. Using a design research method with a development studies approach, the study involved 30 junior high school students in Palembang. Data were collected via pre- and post-tests and analyzed using the N-Gain score to measure enhancement. Results indicate that the CT-based worksheets significantly improved students' CT skills by 66.58%. The structured problem-solving stages within the worksheets effectively guided students through the CT process. Although the quantitative results show substantial gains, the study notes a limitation in qualitative depth regarding student engagement. These findings suggest that integrating CT-based worksheets into mathematics instruction can foster structured thinking and provide a practical foundation for curricular adaptation. This study contributes to the field of mathematics education by offering a validated instructional tool that bridges the gap between CT theory and classroom practice. These findings provide a foundation for further refinement of computational thinking-based learning materials and their broader application in similar educational contexts.

Authors

Institutions

Publication Details

Journal
Infinity Journal
Published
2026-01-05
DOI
https://doi.org/10.22460/infinity.v15i1.p19-36
Primary Topic
Teaching and Learning Programming
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Fostering students’ computational thinking: Student worksheets on integer material

Dian Cahyawati, Budi Mulyono, Hapizah Hapizah
Infinity Journal
Teaching and Learning Programming
article

Fostering students’ computational thinking: Student worksheets on integer material

Dian Cahyawati, Budi Mulyono, Hapizah Hapizah
article en

Abstract

Computational thinking (CT) is a critical 21st-century competency, yet its integration into mathematics education remains underdeveloped. At the same time, previous research has focused on identifying CT difficulties. This study aims to address this gap by developing and validating a CT-based worksheet on integer material to improve students' computational thinking abilities. Using a design research method with a development studies approach, the study involved 30 junior high school students in Palembang. Data were collected via pre- and post-tests and analyzed using the N-Gain score to measure enhancement. Results indicate that the CT-based worksheets significantly improved students' CT skills by 66.58%. The structured problem-solving stages within the worksheets effectively guided students through the CT process. Although the quantitative results show substantial gains, the study notes a limitation in qualitative depth regarding student engagement. These findings suggest that integrating CT-based worksheets into mathematics instruction can foster structured thinking and provide a practical foundation for curricular adaptation. This study contributes to the field of mathematics education by offering a validated instructional tool that bridges the gap between CT theory and classroom practice. These findings provide a foundation for further refinement of computational thinking-based learning materials and their broader application in similar educational contexts.

Infinity JournalVol. 15(1)
Sriwijaya University (ID)
Universitas Sriwijaya
Quality Education
Openalex Percentile: Top 98%
Teaching and Learning Programming
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.