ArticleInternational journal of environmental research and public health2025
The Impact of Coursework Demand and Learning Engagement on Mental Fatigue in Online College Students.
Article in International journal of environmental research and public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
1 citing paper in PubMed.
- Understanding MOOC discontinuous usage intention: the roles of overload, fatigue, and dissatisfaction.Frontiers in psychology · 2026Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The purpose of this study was to examine the relationships among coursework demand, course value, learning engagement, and mental fatigue among online undergraduate students in the United States. Data was collected through a panel survey involving 415 online student complete responses across the study variables. Structural Equation Modeling (SEM) was employed to analyze the relationships between the variables of interest. The findings revealed that coursework demand exerted a direct positive effect on mental fatigue, meaning higher demand leads to more fatigue. In contrast, course value indirectly reduced mental fatigue by positively enhancing learning engagement. Furthermore, learning engagement had a direct negative impact on mental fatigue, suggesting that higher levels of engagement may function as a potential buffer against the negative effects of increased coursework demand. While the variables in the current model have been examined individually in prior research, this study explored the mechanisms of the relevant variables and the pathways through which they affect mental fatigue, particularly among online learning populations who are more susceptible to experiencing online learning fatigue. The current findings therefore have significant implications for public health and higher education, suggesting that interventions focused on carefully adjusting coursework demand, increasing course value, and boosting learning engagement could be an effective strategy to mitigate mental fatigue and promote the overall well-being of college students.
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Registered trials
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