Research shows that incarceration has many impacts on the individuals and families affected. One important question is whether high rates of incarceration silence the voices of minority communities by discouraging voting, affecting the structure of the political system. We use county-level data from 2010-2018 to study the impact of incarceration on the voter turnout rate in the 2012 and 2016 presidential elections.