Arika Ligmann-Zielińska, PhD, is an associate professor in the department of Geography, Environment, and Spatial Sciences at Michigan State University. Her areas of research include applying agent-based modeling to study social systems, contributing to modeling methodology, and teaching spatial thinking through models. To date, her core research has focused on conducting a sensitivity analysis on model output, which reveals which model inputs contribute the most to outcome variability.