Toward an adaptive learning assessment pathway

The purpose of this study is to investigate how an adaptive assessment pathway can contribute to promoting personalized learning and improving access to education for all learners, regardless of their individual learning styles, paces, or needs. The study suggests a personalized learning assessment...

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Main Authors: Mounia Machkour, Mohamed El Jihaoui, Latifa Lamalif, Sophia Faris, Khalifa Mansouri
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-02-01
Series:Frontiers in Education
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/feduc.2025.1498233/full
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author Mounia Machkour
Mohamed El Jihaoui
Latifa Lamalif
Sophia Faris
Khalifa Mansouri
author_facet Mounia Machkour
Mohamed El Jihaoui
Latifa Lamalif
Sophia Faris
Khalifa Mansouri
author_sort Mounia Machkour
collection DOAJ
description The purpose of this study is to investigate how an adaptive assessment pathway can contribute to promoting personalized learning and improving access to education for all learners, regardless of their individual learning styles, paces, or needs. The study suggests a personalized learning assessment plan incorporating differentiated pedagogy and Universal Design for Learning (UDL). We conduct the experiment using the Moodle platform, taking advantage of Information and Communication Technologies (ICT) to reach a larger number of learners. The research used a mixed methodology to qualitatively analyze traditional learning assessment pathways’ limitations and quantitatively examine the proposed adaptive pathway’s impact on learning outcomes. While the results show a significant improvement in learning outcomes (88.9% improvement in Text study, 50% in Language activity, 55.6% in Writing, 80.6% in Total Control, and 77.8% in Oral production), the study also highlights the need for further research into the mechanisms, strategies, tools, approaches, issues, and future prospects associated with learning assessment.
format Article
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institution Kabale University
issn 2504-284X
language English
publishDate 2025-02-01
publisher Frontiers Media S.A.
record_format Article
series Frontiers in Education
spelling doaj-art-2479107041ca44ba8367c9ab8f95d4c02025-02-04T06:31:54ZengFrontiers Media S.A.Frontiers in Education2504-284X2025-02-011010.3389/feduc.2025.14982331498233Toward an adaptive learning assessment pathwayMounia MachkourMohamed El JihaouiLatifa LamalifSophia FarisKhalifa MansouriThe purpose of this study is to investigate how an adaptive assessment pathway can contribute to promoting personalized learning and improving access to education for all learners, regardless of their individual learning styles, paces, or needs. The study suggests a personalized learning assessment plan incorporating differentiated pedagogy and Universal Design for Learning (UDL). We conduct the experiment using the Moodle platform, taking advantage of Information and Communication Technologies (ICT) to reach a larger number of learners. The research used a mixed methodology to qualitatively analyze traditional learning assessment pathways’ limitations and quantitatively examine the proposed adaptive pathway’s impact on learning outcomes. While the results show a significant improvement in learning outcomes (88.9% improvement in Text study, 50% in Language activity, 55.6% in Writing, 80.6% in Total Control, and 77.8% in Oral production), the study also highlights the need for further research into the mechanisms, strategies, tools, approaches, issues, and future prospects associated with learning assessment.https://www.frontiersin.org/articles/10.3389/feduc.2025.1498233/fulladaptive learningdifferentiated teachingskills assessmentTICUDL
spellingShingle Mounia Machkour
Mohamed El Jihaoui
Latifa Lamalif
Sophia Faris
Khalifa Mansouri
Toward an adaptive learning assessment pathway
Frontiers in Education
adaptive learning
differentiated teaching
skills assessment
TIC
UDL
title Toward an adaptive learning assessment pathway
title_full Toward an adaptive learning assessment pathway
title_fullStr Toward an adaptive learning assessment pathway
title_full_unstemmed Toward an adaptive learning assessment pathway
title_short Toward an adaptive learning assessment pathway
title_sort toward an adaptive learning assessment pathway
topic adaptive learning
differentiated teaching
skills assessment
TIC
UDL
url https://www.frontiersin.org/articles/10.3389/feduc.2025.1498233/full
work_keys_str_mv AT mouniamachkour towardanadaptivelearningassessmentpathway
AT mohamedeljihaoui towardanadaptivelearningassessmentpathway
AT latifalamalif towardanadaptivelearningassessmentpathway
AT sophiafaris towardanadaptivelearningassessmentpathway
AT khalifamansouri towardanadaptivelearningassessmentpathway