Equity and disparity studies have proliferated, but most stall before they generate findings that move budgets. Drawing on field experience leading the BU Global Health Systems R.I.S.E Lab and on our spatiotemporal “health insurance deserts” research, this article walks through the five most common failure modes — and a checklist that helps analysts avoid each one.