Related Experiment Video
Updated: Jan 15, 2026

Whole-animal Imaging and Flow Cytometric Techniques for Analysis of Antigen-specific CD8+ T Cell Responses after Nanoparticle Vaccination
Published on: April 29, 2015
A Plan-Do-Study-Act Framework for Adaptive Vaccine Messaging Using Artificial Intelligence
1Olivia A. Stein, is a global health professional with a background in digital health, bioethics and public health research. Olivia is currently a MDCM student in the Faculty of Medicine at McGill University.
None:
The Plan-Do-Study-Act (PDSA) cycle is a trusted framework for refining public health initiatives. Given rising vaccination hesitancy, we propose an artificial intelligence (AI)-enabled PDSA framework for adaptive vaccine messaging, leveraging social media data. We conducted a literature review, developed the framework and performed a pilot evaluation using Reddit data. Proposed framework: (1) Plan - AI analysis of social media discourse; (2) Do - AI-assisted, tailored messaging creation; (3) Study - assess sentiment and behaviour change; and (4) Act - refine and adapt messaging. This approach leverages social media and AI to develop tailored vaccine communications that continuously evolve based on public needs.
More Related Videos
Related Concept Videos
Vaccinations
Steps in Outbreak Investigation
Microorganisms in Medicine and Therapeutics
Cancer Vaccines
Cancer vaccines come in two categories: preventive (prophylactic) and treatment (active). Preventive vaccines, such as the Human Papillomavirus (HPV) vaccine, protect against viruses that cause certain...

