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Record W4410708805 · doi:10.51412/psnnjp.2025.07

Assessment of the Perception, Readiness and Willingness of Community Pharmacists to Provide Vaccination Services in Edo State.

2025· article· en· W4410708805 on OpenAlexaff
Isabel Naomi Aika, Stella Folajole Usifoh, Allen Iboi, Theophilus Venn, Samuel Iyen, John Abu Dantani, Mike Ighene, Esther Okonmah

Bibliographic record

VenueNigerian Journal of Pharmacy · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicVaccine Coverage and Hesitancy
Canadian institutionsCanadian Pharmacists Association
Fundersnot available
KeywordsPerceptionState (computer science)VaccinationWillingness to payPsychologySocioeconomicsFamily medicineBusinessMedicineComputer scienceSociologyEconomicsVirology

Abstract

fetched live from OpenAlex

Background: Vaccines are the most cost-effective intervention in preventing infectious diseases. In recent times, attention has turned to preventing infections and diseases in adulthood. Community pharmacists are possibly underutilized public health professionals especially as they are conveniently located and offer extended working hours. By their accessibility and reach in local communities,community pharmacists are ideally positioned to promote and provide vaccination services. The aim is to assess the perception, readiness and willingness of community pharmacists to provide vaccination services in Edo State. Method: This was a quantitative cross-sectional study that was conducted among 250 licensed and registered community pharmacies in Edo State. The interviewer questionnaire was the data collection tool. Descriptive and inferential (χ2 test) analyses were done using SPSS software with a significance value set at <0.05. Result: One hundred and fifty-nine (77.6%) of community pharmacists demonstrated a positive perception of pharmacists' involvement in vaccination services. The most common vaccines available in the pharmacies included tetanus [191 (93.2%)], antirabies [123(60%)], hepatitis b [31(15.1%)], and typhoid [31(15.1%)]. Eighty-five (41.5%) pharmacists have been trained in all aspects of vaccination services. Eight (3.9%) pharmacists have in place all requirements in terms of equipment and conditions for providing vaccination services, while 99 (48.3%) meet some requirements. Regarding willingness to engage in vaccination provision, 109 (53.2%) community pharmacists expressed a strong desire to provide vaccination services. Government policy 188(91.7%) and support from pharmacy regulatory body and Associations are enablers, while the cost of equipment 165(80.5%) and poor knowledge and skills 160(78%) of community pharmacists are possible hindrances to community pharmacists' participation in the vaccination programme. Pharmacists with >5 years of experience (p=0.00), owners of pharmacies (p=0.001), and those working more than 12 hours daily (p=0.000) were more ready to provide vaccine service. Conclusion: Most community pharmacists have embraced their expanded role of providing vaccination services. Some are currently providing this service, while others who are yet to get involved are willing to do so. The need for Pharmacy Regulatory organization and Associations to advocate for community pharmacists as vaccinators and for training and retraining of pharmacists will facilitate the recognition of community pharmacists in the National Vaccination Programme.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.090
Threshold uncertainty score0.243

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
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 science0.0000.000
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 head0.022
GPT teacher head0.387
Teacher spread0.366 · 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 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

Citations1
Published2025
Admission routes1
Has abstractyes

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