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Record W4311871028 · doi:10.1177/17151635221139827

Perceptions of pharmacy technician students of the CARD (Comfort Ask Relax Distract) e-module introduced as part of vaccine injection training

2022· article· en· W4311871028 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.
venuePublished in a venue whose home country is Canada.

Bibliographic record

VenueCanadian Pharmacists Journal / Revue des Pharmaciens du Canada · 2022
Typearticle
Languageen
FieldMedicine
TopicIntramuscular injections and effects
Canadian institutionsBrock UniversityHumber PolytechnicHospital for Sick Children
Fundersnot available
KeywordsPharmacyTechnicianPharmacy technicianMedical educationVaccinationMedicineQualitative propertyQualitative researchAccreditationPsychologyFamily medicineComputer scienceEngineering

Abstract

fetched live from OpenAlex

Introduction: The scope of practice for pharmacy technicians is expanding to include vaccine administration in some provinces. Vaccine training courses and programs currently do not include education about mitigating immunization stress-related responses (ISRR) and improving the vaccination experience. We obtained feedback from pharmacy technician students about a new e-module that addresses this identified knowledge gap, whereby learners are educated about CARD (Comfort Ask Relax Distract), a vaccine delivery framework that reduces ISRR and improves the vaccination experience. Methods: Mixed-methods design including second-year pharmacy technician students who elected to take an accredited vaccine injection training program. Students were given access to the CARD e-module after completing mandatory vaccine education components. Eight students answered a quantitative survey and 4 (50%) additionally participated in a focus group. Qualitative data were analyzed deductively using the Consolidated Framework for Implementation Research (CFIR). Results: The study was conducted between April 28 and June 12, 2022. Students reported positive attitudes about the CARD e-module across quantitative and qualitative measures. Qualitative feedback spanned 4 CFIR constructs: intervention characteristics, outer setting, inner setting and individual characteristics. Students reported the e-module was well designed and that the content was relevant. They believed CARD facilitated provision of vaccinations using a person-centred approach that promotes vaccination. They felt that CARD could potentially add time to the vaccination appointment and that it would need to be acceptable to pharmacy leaders because of implications for training and vaccination delivery. They suggested that CARD education should be mandatory. CARD improved their confidence in delivering vaccinations, and they planned to integrate CARD into their practice. Conclusion: The CARD e-module was well received by pharmacy technician students when coupled with usual vaccine injection training.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.774
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.024
GPT teacher head0.300
Teacher spread0.275 · 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