 Our study found that certain demographic groups such as non-Hispanic blacks and those with lower levels of education are less likely to get vaccinated against COVID-19. Additionally, individuals who rely on conservative new sources have lower levels of trust in scientists and our republican are less likely to get vaccinated. These findings suggest that there is a need for targeted messaging to reach these populations and increase understanding of the importance of getting vaccinated. This article was authored by K. Vishwanath, Meshfin Bekalu, Dritidawan, and others.