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Record W4413615421 · doi:10.37119/ojs2025.v30i2.755

Exploring and Progressing the Concept of Joyful Teaching in Higher Education

2025· article· en· W4413615421 on OpenAlexafffundvenueabout
Muhammad Asadullah, James Gacek

Bibliographic record

Venuein education · 2025
Typearticle
Languageen
FieldComputer Science
TopicEducational Technology and Pedagogy
Canadian institutionsUniversity of Regina
FundersUniversity of Regina
KeywordsMathematics educationHigher educationPedagogyEngineering ethicsSociologyPsychologyPolitical scienceEngineering

Abstract

fetched live from OpenAlex

This paper examines the concept of joyful teaching in higher education and discusses common themes associated with it, as well as presents challenges. It is this concept of joyful teaching that we believe should be discussed and explored in greater detail, especially as it is an emerging concept with decolonizing pedagogies. This study uses 29 qualitative interviews with university faculty to examine the following question: How do university faculty define and practice joyful teaching in higher education? Our paper arises from a study focusing on decolonizing teaching praxis at a Canadian, prairie university, in which the focus of ‘joyful teaching’ arose as a major point of discussion. Our study suggests that restructuring teaching practices around joy can lead to more supportive, creative, and human-centred classrooms. We believe it is critical for higher education to place an emphasis on joyful teaching to promote not only joy but also self-growth for university teachers and students in post-secondary educational institutions. Keywords: teaching, joy, playful, belonging, decolonization

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.845
Threshold uncertainty score0.163

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.104
GPT teacher head0.380
Teacher spread0.276 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes4
Has abstractyes

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