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 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.

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Publication Details

Journal
Frontiers in Education
Published
2025-02-04
DOI
https://doi.org/10.3389/feduc.2025.1498233
Citations
6
Primary Topic
Engineering Education and Curriculum Development
Type
article
Field-Weighted Citation Impact
6.81
Controls
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article

Toward an adaptive learning assessment pathway

Khalifa Mansouri, Sophia Faris, Mounia Machkour, Latifa Lamalif et al.
6 citations
Frontiers in Education
Engineering Education and Curriculum Development
6.81
article

Toward an adaptive learning assessment pathway

Khalifa Mansouri, Sophia Faris, Mounia Machkour, Latifa Lamalif, Mohamed El Jihaoui
article en
6 citations

Abstract

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.

Frontiers in EducationVol. 10
University of Hassan II Casablanca (MA)
Openalex Percentile: Top 4%
Engineering Education and Curriculum Development
6.81
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Toward an adaptive learning assessment pathway — Khalifa Mansouri, Sophia Faris, et al. · Frontiers in Education (2025) | TGRS Research Map | TGRS