MétaCan
Menu
Back to cohort
Record W3090722225 · doi:10.1080/13636820.2020.1771081

A case study of teaching styles at One Ontario college

2020· article· en· W3090722225 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJournal of Vocational Education and Training · 2020
Typearticle
Languageen
FieldPsychology
TopicLearning Styles and Cognitive Differences
Canadian institutionsUniversity of TorontoInstitute for Christian Studies
Fundersnot available
KeywordsMathematics educationPsychologyMedical educationMedicine

Abstract

fetched live from OpenAlex

The purpose of this case study was to explore, describe, and compare the teaching styles practiced by faculty members at Loyalist College (permission to name received) with those articulated in college documents, and espoused by academic deans and faculty. This exploratory descriptive study focused on the practiced teaching styles as self-reported by participating faculty at Loyalist College, compared to the formally espoused approach to teaching adult learners at this College. Furthermore, this research identified trends of practiced teaching styles of participating faculty regarding their demographic profile, educational philosophy, and level of participation in professional development activities. To explore, describe, analyze and compare the approach to teaching adult learners at Loyalist College, a mixed method design was utilized through college document analysis, the use of interviews and Conti’s (1982) Principles of Adult Learning Scale (PALS) survey. The quantitative data identified that participating faculty at Loyalist College scored an overall teacher-centred practice, but upon deeper analysis, scores indicated a commitment to a practice that is closer to both teacher and learner-centred. The qualitative data analysis identified that college documents, academic deans and participating faculty espouse more of a learner-centred compared to teacher-centred approach to teaching adult learners at Loyalist College. Comparatively, in ranking of scores, an increased teacher-centred practice was the most popular teaching style (n=15); a very strong learner-centred practice was next (n=8); four faculty identified a very strong teacher-centred teaching style and the same number identified an increased learner-centred approach; finally, one faculty identified an extreme learner-centred approach and one faculty identified an eclectic practice. No faculty at Loyalist College identified an extreme teacher-centred practice. Although the majority of participating faculty were teacher-centred, the scores also indicated a commitment to learner-centred practices. Twenty (60.6%) of participating faculty scored within one standard deviation. Although the findings of this research are not generalizable, they may have implications for practice, policy and further research to incorporate best practices in teaching adult learners at Loyalist College and possibly even the Ontario College system.

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.

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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.332
Threshold uncertainty score0.500

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 head0.124
GPT teacher head0.372
Teacher spread0.248 · 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