Findings of a new study led by researchers at Northwestern University and the University of Cincinnati could help public health officials lead more effective vaccination campaigns that overcome hesitancy. The research team composed of computer scientists, psychiatrists and social scientists, created a predictive model using a powerful combination of machine learning algorithms and cognitive science. The novel interpretation method, coined "Comp Cog AI" by the team, uses small variable sets as opposed to the big data traditionally associated with AI.