Impact of Year-Level Progression on Students’ Performance: A Longitudinal Study of LMS Effectiveness at University of Cape Coast (UCC)

This study explores how year-level progression influences students’ engagement with the Learning Management System (LMS) at the University of Cape Coast (UCC). It examines usage patterns across academic levels, the relationship between LMS engagement and academic performance, and barriers to effective LMS utilization. Using time-series analysis, linear regression, correlation analysis, and factor analysis, the study provides a nuanced understanding of LMS engagement dynamics. Findings reveal a progressive increase in LMS usage from first-year to final-year students, with final-year students demonstrating the highest and most consistent engagement due to their reliance on LMS for advanced academic tasks. First-year students, however, face adaptation challenges, resulting in sporadic usage. While year-level progression significantly influences LMS engagement (R = 0.621), academic performance and credit hours completed showed weak correlations with LMS utilization (r = 0.082, p > 0.05), suggesting that other factors contribute more directly to academic success. Barriers to LMS usage were categorized into three main components: inadequate infrastructure and high data costs (40.3%), insufficient institutional support (13.5%), and usability and device accessibility challenges (10.1%). The findings highlight critical policy implications. They call for targeted interventions like digital literacy training for first-year students, strengthened LMS infrastructure to ensure equitable access, and tailored resource allocation for advanced academic needs. Recommendations include partnering with internet service providers to subsidize data costs, enhancing technical and academic support systems, and introducing specialized LMS features for final-year students. The study concludes that while LMS plays a pivotal role in academic engagement, its effective utilization depends on addressing infrastructural, institutional, and user-specific barriers. By implementing the proposed measures, UCC can optimize LMS functionality, enhance student engagement, and support academic success across all levels, providing a model for other higher education institutions.

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Publication Details

Journal
Creative Education
Published
2025-01-01
DOI
https://doi.org/10.4236/ce.2025.163027
Primary Topic
Educational and Psychological Assessments
Type
article
Field-Weighted Citation Impact
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article

Impact of Year-Level Progression on Students’ Performance: A Longitudinal Study of LMS Effectiveness at University of Cape Coast (UCC)

Daniel Kweku Anhwere, Rudolf Anyoka Nyaaba, Elliot Kojo Attipoe, Abdul-Gafaar Sayibu et al.
Creative Education
Educational and Psychological Assessments
article

Impact of Year-Level Progression on Students’ Performance: A Longitudinal Study of LMS Effectiveness at University of Cape Coast (UCC)

Daniel Kweku Anhwere, Rudolf Anyoka Nyaaba, Elliot Kojo Attipoe, Abdul-Gafaar Sayibu, Addai Okyere-Darko
article en

Abstract

This study explores how year-level progression influences students’ engagement with the Learning Management System (LMS) at the University of Cape Coast (UCC). It examines usage patterns across academic levels, the relationship between LMS engagement and academic performance, and barriers to effective LMS utilization. Using time-series analysis, linear regression, correlation analysis, and factor analysis, the study provides a nuanced understanding of LMS engagement dynamics. Findings reveal a progressive increase in LMS usage from first-year to final-year students, with final-year students demonstrating the highest and most consistent engagement due to their reliance on LMS for advanced academic tasks. First-year students, however, face adaptation challenges, resulting in sporadic usage. While year-level progression significantly influences LMS engagement (R = 0.621), academic performance and credit hours completed showed weak correlations with LMS utilization (r = 0.082, p > 0.05), suggesting that other factors contribute more directly to academic success. Barriers to LMS usage were categorized into three main components: inadequate infrastructure and high data costs (40.3%), insufficient institutional support (13.5%), and usability and device accessibility challenges (10.1%). The findings highlight critical policy implications. They call for targeted interventions like digital literacy training for first-year students, strengthened LMS infrastructure to ensure equitable access, and tailored resource allocation for advanced academic needs. Recommendations include partnering with internet service providers to subsidize data costs, enhancing technical and academic support systems, and introducing specialized LMS features for final-year students. The study concludes that while LMS plays a pivotal role in academic engagement, its effective utilization depends on addressing infrastructural, institutional, and user-specific barriers. By implementing the proposed measures, UCC can optimize LMS functionality, enhance student engagement, and support academic success across all levels, providing a model for other higher education institutions.

Creative EducationVol. 16(03)
Life below water
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Educational and Psychological Assessments
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