Charles Taylor, a PhD candidate at Columbia University, used long term data on pesticide use in apple orchards corresponding to the emergence of cicadas in 13 and 17 year cycles in the eastern United States to identify off-farm impacts. His study reports adverse effects on infant mortality and health, and poorer school outcomes.