Benchmarking large language models for multilingual health information delivery: a mixed-methods data analytics framework applied to vaccine communication in a middle-income setting

TL;DR

This framework provides a replicable approach to evaluating AI-generated health content across languages and contexts and identified five influential factors: local contextualisation and regulatory anchoring, structured presentation and readability, balance between completeness and accessibility, source credibility, and culturally sensitive tone.