Scaling sentiment: Using digital surveys to geo-target vaccine distribution in California

The California Office of Digital Innovation (ODI) supported the state’s COVID vaccine response by leveraging digital surveys and applying advanced statistical methods to estimate vaccine hesitancy at the zip code level. These data were a critical component of the advertising strategy and directly informed allocation of the vaccine to zip codes with the highest likelihood of vaccine acceptance.