Developing and Validating a Cognitive Load Theory-Based Mathematics Learning Model for Junior High School Students

This study aimed to develop and validate a Cognitive Load Theory (CLT)-Based Mathematics Learning Model for Junior High School Students. The study employed Educational Design Research (EDR) based on the Plomp model, comprising preliminary research, development, and assessment phases. The development process integrated CLT principles into instructional sequencing, worked examples, scaffolding, guided practice, and gradual reduction of instructional support. The resulting model consisted of five stages: Schema Activation, Bridging–Worked Example Effect, Guided Practice, Fading Guidance, and Reflection, Evaluation, and Feedback. The model and its supporting materials were validated by two mathematics education experts using a five-point validation scale. The results showed that the learning model achieved a Very Valid category (M = 3.9; PoA = 97%). The supporting materials, including the model book, teaching module, textbook, and student worksheets, also achieved the Very Valid category, with mean scores ranging from 4.3 to 4.6. The validation instruments likewise demonstrated very high validity. The findings indicate that the developed model is theoretically coherent and suitable for junior high school mathematics learning after expert-recommended revisions

Authors

Institutions

Publication Details

Journal
International Journal of Integrative Sciences
Published
2026-10-31
DOI
https://doi.org/10.55927/ijis.v5i10.94
Primary Topic
Mathematics Education and Pedagogy
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Developing and Validating a Cognitive Load Theory-Based Mathematics Learning Model for Junior High School Students

Hamzah Upu, Mukhlas Triono, Sabri
3 links
International Journal of Integrative Sciences
Mathematics Education and Pedagogy
article

Developing and Validating a Cognitive Load Theory-Based Mathematics Learning Model for Junior High School Students

Hamzah Upu, Mukhlas Triono, Sabri
article en

Abstract

This study aimed to develop and validate a Cognitive Load Theory (CLT)-Based Mathematics Learning Model for Junior High School Students. The study employed Educational Design Research (EDR) based on the Plomp model, comprising preliminary research, development, and assessment phases. The development process integrated CLT principles into instructional sequencing, worked examples, scaffolding, guided practice, and gradual reduction of instructional support. The resulting model consisted of five stages: Schema Activation, Bridging–Worked Example Effect, Guided Practice, Fading Guidance, and Reflection, Evaluation, and Feedback. The model and its supporting materials were validated by two mathematics education experts using a five-point validation scale. The results showed that the learning model achieved a Very Valid category (M = 3.9; PoA = 97%). The supporting materials, including the model book, teaching module, textbook, and student worksheets, also achieved the Very Valid category, with mean scores ranging from 4.3 to 4.6. The validation instruments likewise demonstrated very high validity. The findings indicate that the developed model is theoretically coherent and suitable for junior high school mathematics learning after expert-recommended revisions

International Journal of Integrative SciencesVol. 5(10)
State University of Makassar (ID)
Quality education
Openalex Percentile: Top 7%
Mathematics Education and Pedagogy
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.

Laika access coming soon