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Record W2752667121 · doi:10.3138/jvme.1015-176r1

Approaches and Study Skills of Veterinary Medical Students: Effects of a Curricular Revision

2017· article· en· W2752667121 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 · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicProblem and Project Based Learning
Canadian institutionsnot available
FundersCarnegie Foundation for the Advancement of TeachingU.S. Department of Energy
KeywordsCurriculumMedical educationMathematics educationPsychologyCurriculum mappingActive learning (machine learning)Emergent curriculumCurriculum developmentMedicineComputer sciencePedagogyArtificial intelligence

Abstract

fetched live from OpenAlex

The objective of this study was to determine if a revised, recently implemented curriculum, embracing an integrated block design with a focus on student-centered, inquiry-based learning, had a different effect on veterinary medical students' approaches to studying than the previous curriculum. A total of 577 students completed a questionnaire consisting of the short version of the Approaches and Study Skills Inventory for Students (ASSIST). It included questions relating to conceptions about learning, approaches to studying, and preferences for different types of courses and teaching. In addition, students were asked to respond to general questions regarding the design of the revised curriculum. The scores for the deep and strategic learning approaches were higher for students studying under the previous curriculum compared to the revised curriculum, despite the fact that the revised curriculum was specifically designed to foster deep learning. The scores for the surface learning approach were lower in the students studying the revised curriculum compared to students studying under the previous curriculum. We identified the following factors affecting student learning: alteration of learning activities, such as problem-based learning, from the recommended models; a lack of instructor support for the revised curriculum; assessments that were not aligned to encourage critical thinking; and directed self-learning activities that were too comprehensive to complete in the allotted time. The results of this study can be used to improve the implementation of student-centered and inquiry-based curricula by identifying potential problems that could prevent a deep learning approach in veterinary medical students.

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)0.006
metaresearch head score (Gemma)0.010
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.740
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.010
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 science0.0010.000
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 head0.067
GPT teacher head0.442
Teacher spread0.375 · 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