Evidence map›Paper›PMID 40211245›Full record

ArticleBMC public health2025

Exploring influenza vaccination determinants through digital participatory surveillance.

Kathleen Kelley, Nicolò Gozzi, Mattia Mazzoli, Daniela Paolotti

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Kathleen KelleyISI Foundation, Via Chisola 5, Turin, Italy. kathleen.kelley@isi.it.
Nicolò GozziISI Foundation, Via Chisola 5, Turin, Italy.
Mattia MazzoliISI Foundation, Via Chisola 5, Turin, Italy.
Daniela PaolottiISI Foundation, Via Chisola 5, Turin, Italy.

Funding

EU Horizon Project SIESTA 101131957EU Horizon Project VERDI 101045989European Union ESCAPE project 101095619
6 · The paper itself

Abstract

backgroundVaccination is key for mitigating the impact of recurring seasonal influenza epidemics. Despite the efficacy and safety of influenza vaccines, achieving optimal vaccination uptake remains a challenge. This study aimed to explore the determinants of influenza vaccination uptake using data from Influweb, the Italian node of the Influenzanet participatory surveillance network.

methodsThis study utilizes a longitudinal dataset of self-reported vaccination statuses from Italian participants across the 2011-2021 flu seasons. Logistic regression models were used to identify factors associated with vaccination uptake. Post-stratification weights were applied to account for demographic differences between the Influweb sample and the general population.

resultsThe analysis reveals that individuals using public transport and those living with minors are less likely to receive the influenza vaccination. On the other hand, university-educated individuals, and those on medication for chronic diseases are more likely to be vaccinated. Age also plays a role: individuals aged 44 and under are less likely to vaccinate compared to those aged 45-65, while those over 65 are more likely to do so. Furthermore, higher cumulative influenza-like illness incidence rates within a macro-region are associated with increased vaccination uptake. Finally, the impact of COVID-19 pandemic was associated with an increase in influenza vaccination uptake. Comparison of the Influweb data to vaccination rates reported by the Italian Health Ministry revealed higher coverage for self-reported vaccination. This could be linked to the voluntary nature of the survey, possibly attracting a more health-conscious cohort.

conclusionsOur study found that individuals living with minors and those relying on public transportation have lower odds of being vaccinated, despite having a higher documented risk of respiratory virus exposure. These findings highlight the importance of continued public health efforts targeting vulnerable groups and raising awareness about the risks of forgoing vaccination. The complex interplay of socioeconomic, demographic, and public health context significantly shapes vaccination decisions, emphasizing the need for tailored public health campaigns.

Indexed as

Influenza, HumanInfluenza VaccinesPopulation SurveillanceVaccinationAdolescentAdultAgedCOVID-19FemaleHumansItalyLongitudinal StudiesMaleMiddle AgedYoung AdultInfluenza VaccinesInfluenza VaccinationParticipatory SurveillanceVaccine Uptake

Identifiers

PMID40211245
PMCPMC11983852

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.