Social media platforms and those spreading deliberate vaccine misinformation should be held accountable and potentially face criminal sanctions, says Professor Melinda Mills, Director of the Leverhulme Centre for Demographic Science at the University of Oxford. But concerned members of the public who unknowingly ‘retweet’ anti-vaxx messages should not be criminalized, says Professor Mills, concern and hesitancy must be tackled and public trust won.