Lakeshia invites audiences to sit with an uncomfortable truth: the harm data causes to communities is rarely intentional — and that’s exactly what makes it so persistent. Well-meaning organizations collect, analyze, and publish data every day in ways that quietly burden the very communities they aim to serve. The problem isn’t bad actors. It’s unexamined practice.
Drawing on more than fifteen years across urban planning, spatial analysis, and community engagement, she walks audiences through six critical points where good intentions and harmful outcomes intersect.
Audiences leave with a new lens for their own work: not a compliance checklist, but a practice — a set of questions to carry into every survey design, dashboard, report, and community meeting.
Because ethical data work isn’t about avoiding data. It’s about refusing to let the unintended stay unexamined.
Ideal for researchers, planners, public health professionals, nonprofit and philanthropic teams, government agencies, and anyone whose work turns communities into numbers.