MétaCan
Menu
Back to cohort
Record W4396536298 · doi:10.1016/j.jsps.2024.102083

Evaluation of factors affecting pharmacists and pharmacy technicians' satisfaction towards practicing CE activities in Saudi Arabia

2024· article· en· W4396536298 on OpenAlexaboutno aff
Raniah Aljadeed, Rana Aljadeed, Wasmeah Alsamti, Hadeel Alharbi, Rand Alturki, Haya M. Almalag, Lobna A. Aljuffali, Jawza F. Alsabhan, Noha Alaloola, Hadeel Alkofide, Rihaf Alfaraj, Njoud Altuwaijri, Nora Alkhudair, Lamya Alnaim, Ghada Bawazeer

Bibliographic record

VenueSaudi Pharmaceutical Journal · 2024
Typearticle
Languageen
FieldMedicine
TopicPharmaceutical Practices and Patient Outcomes
Canadian institutionsnot available
Fundersnot available
KeywordsPharmacyLikert scaleFamily medicineMedicineMandateQuarter (Canadian coin)PharmacistNursingScale (ratio)Job satisfactionClinical pharmacyPharmacy practiceMedical educationPsychology

Abstract

fetched live from OpenAlex

Continuing education (CE) is an essential requirement for pharmacy professionals to stay abreast with the evolving knowledge and skills of the practice and meet the regulatory mandate. The purpose of this research is to assess factors affecting the satisfaction of pharmacists and pharmacy technicians towards CE practices in Saudi Arabia. A self-administered survey instrument was developed following an extensive literature search. The questionnaire consisted of three sections: participants’ demographics, data on CE activities over the past year and overall satisfaction, and statements of barriers (14 items) and facilitators (12 items) for participation in CE activities (scored on a 5-point Likert scale (5 = always, 1 = never)). The survey was piloted and then distributed as a link through the Saudi Commission for Health Specialties and Saudi Pharmaceutical Society (SPS) between Jan 2018 and Feb 2019. Data was available on 398 pharmacists and 40 pharmacy technicians (completion rate was 55 %). The majority were practitioners, male, working in a hospital setting and had more than five years of practice experience. Half of the participants were from the Central Region and about one-third were non-Saudi. Only a quarter of the participants were satisfied/very satisfied with the current CE practices in Saudi Arabia. Job constraints (62.7 %), cost (55.9 %), schedule of CE activities (55.4 %), lack of information on CE opportunities (53 %) and professional burnout (49.7 %) were the top barriers. There was a significant level of dissatisfaction among pharmacy technicians when compared to pharmacists (p = 0.003), as well as among Saudi pharmacists when compared to non-Saudi pharmacists (p = 0.002). Lack of relevant CE activities (p = 0.05), lack of quality activities (p = 0.002), lack of recognition (p = 0.013) and lack of internet access (p = 0.006) were significantly more barriers for pharmacy technicians compared to pharmacists. The most identified facilitators to engage in CE activities were a personal desire to learn (78.4 %), the requirement to maintain a professional license (73.8 %) and relaxation provided by learning (58.5 %) and networking opportunities (53.4 %). The majority of the participants preferred conferences or interactive workshops, short CE over half a day or less, and the topic of disease management/drug therapy. The findings of the study highlight the need for a partnership strategy that includes various stakeholders to improve CE program quality and accessibility that supports and promotes the professional development of pharmacists and pharmacy technicians in Saudi Arabia. It also underscores the importance of meeting the preferences of pharmacy practitioners when designing CE programs and aligning such activities with their 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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.212
GPT teacher head0.490
Teacher spread0.278 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations2
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueSaudi Pharmaceutical JournalSame topicPharmaceutical Practices and Patient OutcomesFrench-language works237,207