The Effectiveness of Digital Interventions on COVID-19 Attitudes and Beliefs

We find on average these campaigns are effective at influencing self-reported beliefs, shifting opinions close to 1% at baseline with a cost per influenced person of about $3.41.

Vaccine hesitancy, Social media and public health