Evidence map›Paper›PMID 42034663›Full record

ArticleScientific reports2026

Teaching demands, mindfulness, and assessment workload as predictors of burnout among college of education lecturers: a mediation-moderation analysis.

Simon Ntumi, Alfred Alunga Anovunga, Lawrence Larbi Sakyi, Sheilla Agbenyo, Perpetual Abiaw

Abstract read
In one paragraph

Article in Scientific reports, 2026. 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

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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.

Simon NtumiDepartment of Educational Foundations, University of Education, Winneba (UEW), Winneba, West Africa, Ghana. sntumi@uew.edu.gh.ORCID http://orcid.org/0000-0001-7874-4454
Alfred Alunga AnovungaDepartment of Counselling Psychology, University of Education, Winneba (UEW), Winneba, West Africa, Ghana.
Lawrence Larbi SakyiPresbyterian College of Education, Akropong, West Africa, Ghana.
Sheilla AgbenyoBia Lamplighter College of Education, Sefwi Debiso, West Africa, Ghana.
Perpetual AbiawDepartment of Education and Pedagogy, Wiawso College of Education, West Africa, Ghana.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Amid increasing concerns about occupational stress and emotional exhaustion among higher education faculty, this study investigates the psychosocial and workload-related factors contributing to burnout among lecturers in Ghanaian colleges of education. The study examined the predictive effects of mindfulness, work-life balance, teaching demands, classroom assessment practices, and sleep disturbance on burnout among lecturers in colleges of education in Ghana, with an emphasis on the mediating and moderating roles of supervision load and marking workload. Utilizing a quantitative correlational research design, data were collected from 320 academic staff using a structured online questionnaire and analyzed through multiple regression, moderation-mediation modeling, and latent class analysis. The findings revealed that burnout levels were significantly elevated among lecturers with high teaching and assessment demands, poor sleep quality, and insufficient work-life balance. Mindfulness particularly present-centered and non-judging awareness emerged as a robust protective factor, negatively predicting burnout symptoms such as emotional exhaustion and depersonalization (β = - 0.21, p = 0.002). Conversely, increased teaching hours, student mentorship, and assessment loads significantly predicted higher burnout levels (β = 0.13-0.20, p < 0.01). Sleep disturbance played a mediating role in the pathways between both teaching demands and work-life balance with burnout (κ

Indexed as

Burnout, ProfessionalFacultyMindfulnessWorkloadAcademiaAdultEmotional ExhaustionFemaleGhanaHumansMaleMediation AnalysisOccupational StressSurveys and QuestionnairesUniversitiesWork-Life BalanceBurnoutMindfulnessSleep disturbanceTeaching demandsWork-life balance

Identifiers

PMID42034663
PMCPMC13279796

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.