Evidence map›Paper›PMID 41464493›Full record

ArticleInternational journal of environmental research and public health2025

The Impact of Coursework Demand and Learning Engagement on Mental Fatigue in Online College Students.

Fethi Ahmet Inan, Edwin Teye Sosi, Deniz Unal, Fatemeh Marzban, Gail Alleyne Bayne

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Fethi Ahmet InanEducational Instructional Technology, Texas Tech University, Lubbock, TX 79409, USA.ORCID 0000-0002-1340-7980
Edwin Teye SosiEducational Instructional Technology, Texas Tech University, Lubbock, TX 79409, USA.ORCID 0000-0002-0333-6760
Deniz UnalEducational Instructional Technology, Texas Tech University, Lubbock, TX 79409, USA.ORCID 0009-0002-5103-0552
Fatemeh MarzbanEducational Instructional Technology, Texas Tech University, Lubbock, TX 79409, USA.ORCID 0000-0001-5411-9021
Gail Alleyne BayneEducational Instructional Technology, Texas Tech University, Lubbock, TX 79409, USA.ORCID 0009-0009-3372-4439

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

LearningMental FatigueStudentsAdolescentAdultEducation, DistanceFemaleHumansMaleSurveys and QuestionnairesUnited StatesUniversitiesYoung Adulteffortengagementmental fatiguemotivationtask valuewell-beingworkload

Identifiers

PMID41464493
PMCPMC12733247

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.