Stakeholders’ experiences with school-based immunization programs during the COVID-19 pandemic in the Canadian Maritimes: A qualitative study
Bibliographic record
Abstract
Background: School-based immunization programs (SBIP) support access to routine vaccines for adolescents. Across Canada, the COVID-19 pandemic and subsequent public health measures affected SBIP and vaccine uptake. The objectives of this study were to explore 1.) stakeholders' experiences with SBIP and changes to programs during COVID-19 in Nova Scotia, Prince Edward Island and New Brunswick, and 2.) how the pandemic affected parents' and adolescents' vaccine views. Study design: Semi-structured interviews with decision makers, healthcare providers, teachers, parents and adolescents between February-August 2023. Methods: The COM-B model and Theoretical Domains Framework informed interview guides. Deductive and inductive analyses saw participant quotes mapped to relevant model components and domains by two coders. Belief statements were generated within each stakeholder group then compared to identify themes and subthemes. Results: Participants (n = 39) identified five themes: 1) enablers to SBIP delivery, 2) barriers to SBIP delivery, 3) desired changes to SBIP delivery, 4) student anxiety, and 5) vaccination views and changes since the COVID-19 pandemic. Public health measures facilitated more space for clinics, as did taking smaller cohorts of students. School staff-healthcare provider relationships could help or hinder programs, particularly with high turnover in both professions during the pandemic. Adolescents played a passive role in vaccine decision making, with mothers often being the sole decision maker. We did not identify any changes in hesitancy towards routine vaccines since the pandemic. Conclusions: We identified a range of barriers and enablers to SBIP, many of which were exacerbated by the pandemic. Efforts are needed to ensure SBIP and catch-up programming remains accessible for all adolescents to catch-up on missed vaccines before graduation. Parents and adolescents' vaccination views suggest changes in vaccine coverage since the pandemic may be due to accessibility of services rather than vaccine hesitancy. Future research is needed to engage adolescents in their vaccine decisions.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.017 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".