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Record W4293724118 · doi:10.3390/vaccines10091408

Healthcare Workers’ Worries and Monkeypox Vaccine Advocacy during the First Month of the WHO Monkeypox Alert: Cross-Sectional Survey in Saudi Arabia

2022· article· en· W4293724118 on OpenAlexaff
Fadi Aljamaan, Shuliweeh Alenezi, Khalid Alhasan, Basema Saddik, Ali Alhaboob, Esraa Altawil, Fatimah Alshahrani, Abdulkarim Alrabiaah, Ali Alaraj, Khaled Alkriadees, Yousef Alshamlani, Homood Alharbi, Amr Jamal, Rabih Halwani, Fahad Alzamil, Sarah Alsubaie, Mazin Barry, Ziad A. Memish, Jaffar A. Al‐Tawfiq, Mohamad‐Hani Temsah

Bibliographic record

VenueVaccines · 2022
Typearticle
Languageen
FieldMedicine
TopicViral Infections and Outbreaks Research
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsMonkeypoxOutbreakPandemicWorryMedicineCross-sectional studyEnvironmental healthDiseaseCoronavirus disease 2019 (COVID-19)VirologyInfectious disease (medical specialty)Biology

Abstract

fetched live from OpenAlex

Abstract Background Monkeypox virus re-surged in May 2022 as a new potential global health threat with outbreaks bursting in multiple countries across different continents. This study was conducted during the first month of the WHO announcement to assess the healthcare workers (HCWs) within Saudi Arabia, exploring their perception, worries, and vaccine acceptance for Monkeypox in-line with the resolving COVID-19 pandemic. Methods A national cross-sectional survey was conducted between May 27 and June 10, 2022, in Saudi Arabia. Data were collected on the sociodemographic and job-related characteristics, COVID-19 infection status, HCWs’ worry levels of Monkeypox compared to COVID-19 and its sources, their perceptions, awareness, and HCWs’ Monkeypox vaccination advocacy. Results Among the 1130 HCWs who completed survey, 41.6% already developed COVID-19. Still, 56.5% were more worried from COVID-19 compared to Monkeypox, while the rest were more worried of Monkeypox disease. The main reason for their worry among 68.8% of the participants was development of another worldwide pandemic post COVID-19, followed by their worry of acquiring the infection themselves or their families (49.6%). Most HCWs (60%) rated their self-awareness of Monkeypox disease as moderate to high. Males and those who previously developed COVID-19 were significantly less likely to worry about Monkeypox. The worry about Monkeypox developing into a pandemic and the perception of Monkeypox being a severe disease correlated significantly positively with the odds of high worry from the disease. Regarding participants’ advocacy for HCWs’ vaccination against Monkeypox disease, those who developed COVID-19 previously and those who supported application of tighter infection control measures compared to the current ones to combat the disease were significantly predicted to agree for vaccination. 74.2% of the surveyed HCWs perceived that they need to read more about the Monkeypox disease after the survey. Conclusion During the first month of the WHO’s Monkeypox international alert, about half of HCWs in this study were more worried about Monkeypox disease as compared to COVID-19, and its possible progression into another pandemic. In addition, the majority were in favor of applying tighter infection prevention measures to combat the disease. The current study highlights areas needed for healthcare administrative about the HCWs’ perceptions and readiness for Monkeypox especially in the event of any occurrence of local or international pandemic.

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)0.001
metaresearch head score (Gemma)0.002
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 score0.034
Threshold uncertainty score0.067

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
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 head0.034
GPT teacher head0.317
Teacher spread0.283 · 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

Citations48
Published2022
Admission routes1
Has abstractyes

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