PT - JOURNAL ARTICLE AU - Sandra Goldlust AU - Elizabeth C. Lee AU - Murali Haran AU - Pejman Rohani AU - Shweta Bansal TI - Assessing the distribution and determinants of vaccine underutilization in the United States AID - 10.1101/113043 DP - 2017 Jan 01 TA - bioRxiv PG - 113043 4099 - http://biorxiv.org/content/early/2017/03/03/113043.short 4100 - http://biorxiv.org/content/early/2017/03/03/113043.full AB - Despite advances in sanitation and immunization, vaccine-preventable diseases remain a significant cause of morbidity and mortality worldwide. In high-income countries such as the United States, coverage rates for vaccination against childhood infections remains high. However, the phenomenon of vaccine hesitancy makes maintenance of herd immunity difficult, impeding global disease eradication efforts. Reaching the ‘last mile’ will require early detection of vaccine hesitancy (driven by philosophical or religious choices), identifying pockets of susceptibility due to underimmunization (driven by vaccine unavailability, costs ineligibility), determining the factors associated with the behavior and developing targeted strategies to ameliorate the concerns. Towards this goal, we harness high-resolution medical claims data to geographically localize vaccine refusal and underimmunization (collectively, ‘underutilization’) in the United States and identify the socio-economic determinants of the behaviors. Our study represents the first large-scale effort for vaccination behavior surveillance and has the potential to aid in the development of targeted public health strategies for optimizing vaccine uptake.