Evidence map›Paper›PMID 40931090›Full record

Trial reportNature human behaviour2026

Interventions to reduce vaccine hesitancy among adolescents: a cluster-randomized trial.

N Baudouin, S de Rouilhan, E Huillery, E Pasquinelli, C Chevallier, H Mercier

Abstract readRandomized Controlled Trial
PubMed Publisher
In one paragraph

Trial report in Nature human behaviour, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

6 authors.

N BaudouinInstitut Jean Nicod, Département d'Études Cognitives, École Normale Supérieure, Université PSL, EHESS, CNRS, Paris, France.ORCID http://orcid.org/0000-0002-2777-2057
S de RouilhanInstitut Jean Nicod, Département d'Études Cognitives, École Normale Supérieure, Université PSL, EHESS, CNRS, Paris, France.
E HuilleryLEDa, Université Paris-Dauphine, Université PSL, IRD, CNRS, Paris, France.
E PasquinelliInstitut Jean Nicod, Département d'Études Cognitives, École Normale Supérieure, Université PSL, EHESS, CNRS, Paris, France.
C Chevallier *Institut Jean Nicod, Département d'Études Cognitives, École Normale Supérieure, Université PSL, EHESS, CNRS, Paris, France. coraliechevallier@gmail.com.ORCID http://orcid.org/0000-0002-7358-4962
H Mercier *Institut Jean Nicod, Département d'Études Cognitives, École Normale Supérieure, Université PSL, EHESS, CNRS, Paris, France. hugo.mercier@gmail.com.ORCID http://orcid.org/0000-0002-0575-7913

Funding

Agence Nationale de la Recherche (French National Research Agency) ANR-10-IDEX-0001-02Agence Nationale de la Recherche (French National Research Agency) ANR-17-EURE-0017Agence Nationale de la Recherche (French National Research Agency) ANR-21-SSMS-0006
6 · The paper itself

Abstract

School interventions targeting adolescents' general knowledge of vaccination are rare despite their potential to reduce vaccine hesitancy. This cluster-randomized trial involving 8,589 French ninth graders from 399 schools tests two interventions against the standard curriculum. The first provided teachers with ready-to-use pedagogical activities, while the second used a chatbot. Both interventions significantly improved adolescents' attitudes towards vaccination, the primary outcome of this trial (Pedagogical Activities: t

Indexed as

Health EducationHealth Knowledge, Attitudes, PracticeStudentsVaccinationVaccination HesitancyAdolescentFemaleFranceHumansMaleSchools

Identifiers

PMID40931090

What OpenQuestion holds

Textmetadata
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.