How can we improve the acceptability of vaccination against Human Papillomavirus (HPV) in France? An original qualitative study with focus groups comprising parents and school staff, interviewed separately
Bibliographic record
Abstract
BACKGROUND: It has been proven that vaccination is effective against Human Papillomavirus (HPV) infections, genital warts, and pre-cancerous and cancerous cervical lesions. Nevertheless, the HPV vaccine coverage of 37.4 % in 2021 in France is one of the lowest in Europe. To explore and understand the reason why French population is so late compared to its neighbours, we carried out focus groups with mothers and with National Education school staff. We aimed to identify knowledge and perceptions of HPV in both study populations, as well as factors influencing HPV vaccination. METHODS: Between January 2020 and March 2021, we performed a qualitative study using an inductive approach with a thematic content analysis (TCA). We conducted semi-structured focus groups with 29 people including 15 mothers of adolescents in middle schools and 14 school staff from the national education system. RESULTS: Different factors influenced the decision-making process of parents and school staff: knowledge and perceptions of HPV and its vaccine, sources of information about HPV and vaccination. Mothers' discourses differed from those of school staff. They mentioned the importance of gynaecological monitoring and the negative image of pharmaceutical companies, and questioned internet as a reliable source of information. For their part, school staff mentioned cultural and/or religious affiliation, municipalities' role to inform the population, and ethical dilemma or logistical challenges regarding HPV vaccination in schools. CONCLUSION: The results of these focus groups provided information on which elements may harm or help HPV vaccination. Identified perceptions, beliefs, knowledge, barriers, and facilitators will help us to build an intervention program focus on general practitioners (GP), school staff, parents, and adolescents.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.016 | 0.016 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.003 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".