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Record W4404905253 · doi:10.3138/jvme-2024-0059

Embedding the Flipped Classroom Approach to Support Student Learning in Animal Handling and Clinical Skills: Practical Classes Throughout a Veterinary Curriculum

2024· article· en· W4404905253 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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Veterinary Medical Education · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicInnovative Teaching Methods
Canadian institutionsnot available
Fundersnot available
KeywordsFlipped classroomAttendanceCurriculumContext (archaeology)TeamworkMedical educationFocus groupBlended learningClass (philosophy)Active learning (machine learning)Experiential learningInteractivityPsychologyMathematics educationEducational technologyPedagogyComputer scienceMedicineMultimediaSociology

Abstract

fetched live from OpenAlex

A comprehensive bank of flipped classrooms was developed to help students prepare for animal handling and clinical skills practical classes. Flipped classroom is a type of blended learning. In the context of clinical skills, it is designed to provide students with online learning resources prior to attendance at practical classes. The initiative was catalyzed by the pandemic, and the resources continue to be embedded throughout the curriculum. A team approach was used for the development of the bank, and the design embraced relevant pedagogical frameworks and active learning techniques. Feedback was gathered from a small group of students who completed an online form after each practical class throughout the academic year and wrote a reflective piece at the end of the project. Instructors who delivered practical classes participated in focus group discussions. Students particularly liked flipped classrooms that were well designed with a range of content and interactivity. The main benefits for students of the flipped approach were being more prepared and confident, being less anxious, and making better use of in-class time to focus on learning skills. One of the main challenges encountered by instructors was managing a group when some students had not done the prework. A few other issues were mentioned, including when the standardized design template was not followed and the workload involved in continuing to enhance and expand the resources. Teamwork and training were crucial to the successful production of the large bank of flipped classrooms. Sharing our experience with the wider education community, within and beyond our institution, continues to be one of team's aims.

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)0.018
metaresearch head score (Gemma)0.015
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.549
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0180.015
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.002
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 head0.147
GPT teacher head0.572
Teacher spread0.424 · 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