Hipotenusa: Journal of Research Mathematics Education (HJRME)
Vol 9, No 1 (2026): HIPOTENUSA JOURNAL OF RESEARCH MATHEMATICS EDUCATION (HJRME)

IMPLEMENTATION OF AI-BASED CTL LEARNING MODEL ON STUDENTS' MATHEMATICS LEARNING OUTCOMES

Afandi, Yopi Ayomi (Unknown)
Noerhasmalina, Noerhasmalina (Unknown)
Istiani, Ana (Unknown)
Kurniati, Lisdwiana (Unknown)
Cengiz, Korhan (Unknown)



Article Info

Publish Date
16 Jan 2026

Abstract

This study was based on the low learning outcomes of students at SMP Negeri 4 Gadingrejo, where only 32 out of 126 students achieved the Learning Objective Achievement Criteria (KKTP). The research method used was quantitative with an experimental design, involving two groups: the experimental class (AI-based CTL) and the control class (Project Based Learning). The instrument used was a learning outcome test consisting of 5 essay questions that had been tested for validity and reliability. Data were analyzed to measure the differences in learning outcomes between the two groups. The results showed a significant difference between the average learning outcomes of students in the experimental class and those in the control class. The average learning outcomes of students who used the AI-based CTL model were higher than those who used the PjBL model. Based on the t-test, the calculated t value was 5.13, which was greater than the t-table value of 2.00, thus the research hypothesis was accepted. The conclusion of this study is that the application of the AI-based CTL learning model is effective in improving students’ learning outcomes on SPLDV material, and it is therefore recommended to consider using this model in mathematics learning.

Copyrights © 2026






Journal Info

Abbrev

HT

Publisher

Subject

Education Mathematics Other

Description

Hipotenusa Journal of Research Mathematics Education (HJRME) is a peer-refereed open-access international journal which has been established for the dissemination of state-of-the-art knowledge in the field of mathematics education. This journal is founded under Department of Mathematics Education ...