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Vaccine Confidence in the Age of Algorithmic Truth: Technological Roots and Remedies for Misinformation

2026/01/13 by Simon J. Piatek, Kris Szczepaniak, John Artunkal +3
Mathematics · Social Sciences · #Benford’s Law and Fraud Detection #Misinformation and Its Impacts #Vaccine Coverage and Hesitancy

paper · doi:10.1177/07439156261417624

openalex publication_date 2026/01/13 · openalex created_date 2026/01/14 · openalex updated_date 2026/07/24

Abstract

Vaccine confidence—the trust individuals place in the safety, efficacy, and importance of vaccines—is waning globally. Digital platforms, algorithmic content curation, and generative artificial intelligence have fundamentally altered how people encounter information and what they believe to be true. In this commentary, the authors argue that rebuilding vaccine confidence requires a strategic reorientation that centers on technology as both the source of risk and the site of potential remedy. By foregrounding platform design, algorithmic transparency, and AI governance, we can begin to imagine a future where digital technologies support, rather than subvert, public health.

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