Large Language Model Chatbot Conversations vs Public Health Materials and Parental HPV Vaccination Intentions:
By
Neil K. R. Sehgal
Sunny Rai
Manuel Tonneau
Anish K. Agarwal
Joseph Cappella
Melanie L. Kornides
Lyle Ungar
Alison Buttenheim
Sharath Chandra Guntuku
June 8, 2026
Clinical Scorecard: Comparing Conversations with Large Language Model Chatbots to Public Health Resources on Parental Intent to Vaccinate Against HPV
At a Glance
Category Detail
Condition Key Mechanisms Target Population Parents of children aged 11-17 years in the US and Canada, and 12-17 years in the UK who are eligible for HPV vaccination. Care Setting
Key Highlights
Include a highlight about the mixed evidence for chatbot effectiveness in vaccine promotion. Guideline-Based Recommendations
Diagnosis
Consider including guidelines for HPV vaccination eligibility and recommendations. Management
Include management strategies for addressing parental hesitancy. Monitoring & Follow-up
Risks
Patient & Prescribing Data
Parents with at least one child eligible for HPV vaccination.
Participants engaged in a 3-minute interaction with an LLM chatbot.
Clinical Best Practices
Add a practice about addressing misinformation in vaccine communication. Related Resources & Content
