Jurnal Tadris Matematika (JTMT)
Vol 6 No 1 (2025): Volume 6, Issue 1, June 2025

Developing Developing an Adaptive E-Module Based on Cognitive Levels and Local Context to Improve Students Mathematics Computational Thinking Skills in Middle School

Bugis, Halima (Unknown)
Ratau, Asria (Unknown)



Article Info

Publish Date
28 May 2025

Abstract

This study aims to enhance the computational thinking skills of middle school students using an adaptive e-module based on cognitive levels and local context. The research design employed is a pretest-posttest control group experimental design, with a sample consisting of 52 students divided into an experimental group of 26 students who used the adaptive e-module for learning, and a control group of 26 students who learned through conventional teaching methods. Data collection techniques included interviews, questionnaires, assessments of the adaptive e-module by teachers, and computational thinking skill tests in mathematics. The results of this development research include a teaching module based on cognitive levels and local wisdom, which met the feasibility criteria with a score of 48.5 out of a maximum score of 60, and media expert evaluation with a score of 31 out of a total of 40. Furthermore, the practicality test results showed 85% by students and 82.81% by teachers. The effectiveness test results indicated that the average computational thinking skill scores in the experimental class were 67.6 (pre-test) and 88.07 (post-test), while the control class scored 58.2 (pre-test) and 77.4 (post-test), leading to the rejection of the null hypothesis, which means there is a significant difference between the experimental group using the e-module and the control group

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Journal Info

Abbrev

Jtm

Publisher

Subject

Education Mathematics Other

Description

The aim of this journal is to publish high quality research in mathematics education including teaching and learning, instruction, curriculum development, learning environments, teacher education, educational technology, educational developments, from many kinds of research such as survey, research ...