Evidence map›Paper›PMID 40195450›Full record

Trial reportNature medicine2025

A vaccine chatbot intervention for parents to improve HPV vaccination uptake among middle school girls: a cluster randomized trial.

Zhiyuan Hou, Zhengdong Wu, Zhiqiang Qu, Liubing Gong, Hui Peng, Mark Jit, Heidi J Larson, Joseph T Wu, Leesa Lin

Registry-linked trialAbstract readRandomized Controlled Trial
In one paragraph

Trial report in Nature medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06227689 (Evaluation of Vaccine Chatbot on HPV Vaccine Awareness and Vaccination for Middle School Girls in China), which is not on this map. Cited by 23 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
23citing papers in PubMed, 2 pooled it
–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.

NCT06227689 naunknown statusnot on this map

Evaluation of Vaccine Chatbot on HPV Vaccine Awareness and Vaccination for Middle School Girls in China: a Randomized Controlled Trial and Implementation Science Study

TypeinterventionalSponsorFudan UniversityRan2024 to 2024Enrolled1,800ConditionsHPV VaccineArmsVaccine chatbot that offering HPV vaccine-related information
3 · Its place in the literature

Who cites it

23 citing papers in PubMed, 2 syntheses or guidelines pooled it.

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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

9 authors.

Zhiyuan Hou *School of Public Health, Fudan University, Shanghai, China. zyhou@fudan.edu.cn.ORCID http://orcid.org/0000-0003-3413-0076
Zhengdong Wu *Laboratory of Data Discovery for Health Limited (D24H), Hong Kong SAR, China.
Zhiqiang Qu *School of Public Health, Fudan University, Shanghai, China.
Liubing GongChizhou Center for Disease Control and Prevention, Chizhou, China.
Hui PengJiading District Center for Disease Control and Prevention, Shanghai, China.
Mark JitLaboratory of Data Discovery for Health Limited (D24H), Hong Kong SAR, China.ORCID http://orcid.org/0000-0001-6658-8255
Heidi J LarsonDepartment of Infectious Disease Epidemiology and Dynamics, London School of Hygiene & Tropical Medicine, London, UK.ORCID http://orcid.org/0000-0002-8477-7583
Joseph T WuLaboratory of Data Discovery for Health Limited (D24H), Hong Kong SAR, China.ORCID http://orcid.org/0000-0002-3155-5987
Leesa LinLaboratory of Data Discovery for Health Limited (D24H), Hong Kong SAR, China. leesa.lin@lshtm.ac.uk.ORCID http://orcid.org/0000-0003-4123-4762

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Conversational artificial intelligence, in the form of chatbots powered by large language models, offers a new approach to facilitating human-like interactions, yet its efficacy in enhancing vaccination uptake remains under-investigated. This study assesses the effectiveness of a vaccine chatbot in improving human papillomavirus (HPV) vaccination among female middle school students aged 12-15 years across diverse socioeconomic settings in China, where HPV vaccination is primarily paid out-of-pocket. A school-based cluster randomized trial was conducted from 18 January to 31 May 2024. The study included 2,671 parents from 180 middle school classes stratified by socioeconomic setting, school and grade level in Shanghai megacity, and urban and rural regions of Anhui Province. Participants were randomly assigned to either the intervention group (90 classes, 1,294 parents), which engaged with the chatbot for two weeks, or the control group (90 classes, 1,377 parents), which received usual care. The primary outcome was the receipt or scheduled appointment of the HPV vaccine for participants' daughters. In intention-to-treat analyses, 7.1% of the intervention group met this outcome versus 1.8% of the control group (P < 0.001) over a two-week intervention period. In addition, there was a statistically significant increase in HPV vaccination-specific consultations with health professionals (49.1% versus 17.6%, P < 0.001), along with enhanced vaccine literacy (P < 0.001) and rumor discernment (P < 0.001) among participants using the chatbot. These findings indicate that the chatbot effectively increased vaccination and improved parental vaccine literacy, although further research is necessary to scale and sustain these gains. Clinical trial registration: NCT06227689 .

Indexed as

Papillomavirus InfectionsPapillomavirus VaccinesParentsVaccinationAdolescentChildChinaFemaleGenerative Artificial IntelligenceHumansPatient Acceptance of Health CareSchoolsPapillomavirus Vaccines

Identifiers

PMID40195450
PMCPMC12176647

What Socratic holds

Textmetadata
LicenceCC BY
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Registered trials

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 Socratic graph.