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Record W4411541614 · doi:10.3138/jvme-2024-0161

Veterinary Student Knowledge, Attitudes, and Perspectives on Differing Viewpoints Regarding Pain Management After a Role-Play Case Study on Piglet Castration

2025· article· en· W4411541614 on OpenAlexaffvenue
Kathryn L. Proudfoot, Lucía Améndola, Monique Pairis‐Garcia, María del Mar Benítez Hernández, Beth Ventura, Suzanne T. Millman

Bibliographic record

VenueJournal of Veterinary Medical Education · 2025
Typearticle
Languageen
FieldHealth Professions
TopicVeterinary Practice and Education Studies
Canadian institutionsUniversity of Prince Edward Island
Fundersnot available
KeywordsViewpointsCastrationPain managementMedical educationMedicinePsychologyInternal medicineAnesthesia

Abstract

fetched live from OpenAlex

Case studies can be valuable tools in veterinary curricula to help students develop critical thinking skills. Little research has investigated how cases can affect student attitudes on complex animal welfare issues. The objectives were to determine if a role-play case on piglet castration would affect veterinary students’ (a) ability and confidence in recalling scientific concepts regarding identification and management of pain in animals; (b) attitudes toward pigs, animal pain, and pain management; and (c) self-reflection on different viewpoints on pain and pain management in animals. First-year veterinary students enrolled in a core animal welfare course participated in a 4-week piglet castration case that included group assignments and role-playing. Students completed pre- and post-case quizzes and surveys ( n = 128), as well as a written reflection after the case ( n = 133). The effects of the case were assessed using quantitative (paired t-tests and Cochran's Q tests for quiz and survey responses) and qualitative (thematic analysis of written reflections) analyses. Students scored 8.6% higher on their post-case quiz and had slightly more positive attitudes toward pigs and the practicality of providing pain management for pigs after the case. Qualitative analysis of the written reflections revealed four main themes, including student preconceptions about pain in animals, flexibility or resistance to change their views on pain management, challenges associated with navigating different perspectives, and key takeaways from the case. Results indicate that role-play cases may help veterinary students learn about, and reflect on, complex animal welfare issues such as pain management.

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)0.003
metaresearch head score (Gemma)0.001
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 score0.347
Threshold uncertainty score0.919

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.228
GPT teacher head0.544
Teacher spread0.316 · 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 designQualitative
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 routes2
Has abstractyes

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