This paper proposes a novel approach to designing and developing adaptive multimedia e-content for personalised learning environments, integrating the Felder-Silverman Learning Style Model (FSLSM), backward design principles, and adaptive techniques. The approach aims to address the limitations of single-dimensional learner profiling by considering multifaceted learning preferences across all four dimensions of the FSLSM. At the core of this approach is the recognition that effective e-content should be viewed holistically as a learning object, encompassing learning outcomes, activities, resources, and assessments. The FSLSM is employed to profile learners based on their preferences across the dimensions of Active/Reflective, Sensing/Intuitive, Visual/Verbal, and Sequential/Global. This comprehensive profiling allows for a nuanced understanding of individual learning styles. The backward design process ensures that learning activities, resources, and assessments are aligned with these preferences, creating a pedagogically sound and personalised learning experience. The approach integrates the FSLSM dimensions with backward design principles to design learning activities that cater to both active and reflective learners and are presented in both sequential and global manners.
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Adam et al. (2026) studied this question.
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