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Record W4405619931 · doi:10.3138/jvme-2024-0026

Motivation of Veterinary Public Health Faculties Across Veterinary Schools of the British Isles

2024· article· en· W4405619931 on OpenAlexvenueno aff
Kurt Arden, Dhanya Bharathi Mahadevan

Bibliographic record

VenueJournal of Veterinary Medical Education · 2024
Typearticle
Languageen
FieldHealth Professions
TopicVeterinary Practice and Education Studies
Canadian institutionsnot available
Fundersnot available
KeywordsThematic analysisCurriculumEconomic shortageMedical educationPublic healthVeterinary medicineMedicinePsychologyQualitative researchNursingSociologyPedagogyGovernment (linguistics)Social science

Abstract

fetched live from OpenAlex

Veterinary public health (VPH) is a critical role of veterinarians regardless of their chosen career pathway, and it is the role of VPH academics to inspire veterinary students within this essential topic. However, the alarming shortage of veterinarians has led to a significant reduction in veterinary policy makers and epidemiologists. The engagement of new graduates in public health roles is heavily influenced by their undergraduate teaching and extramural study opportunities. Worryingly, student engagement within VPH has been well documented to be poor in comparison to other subjects. As such, this study was designed to investigate what factors impacted VPH educators’ motivation. To do this, a mixed-methods survey was created and released electronically to 34 VPH academics across the UK and the Republic of Ireland. A total of 23 respondents, from nine veterinary schools spanning both countries, completed the survey. Data analysis involving both quantitative assessment and thematic analysis was undertaken. The results showed that VPH educators’ intrinsic motivation was not problematic and most ( n = 20) respondents felt motivated within their roles. However, all respondents had extrinsic issues that impacted their motivation, such as external stakeholders, curricula requirements, lack of student opportunity both regarding placement and as career options, as well as wider university issues. These themes led staff to feel undervalued in their roles, and as such highlight the areas that universities and external stakeholders need to act on to help fill the significant recruitment issues in this essential field. This study is, as far as the authors are aware, the first time globally that a VPH faculty have been asked to explore their motivation behind their teaching practices.

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)0.004
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.561
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.488
GPT teacher head0.568
Teacher spread0.080 · 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 designNot applicable
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

Citations1
Published2024
Admission routes1
Has abstractyes

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