We developed an agent-based model of patient-to-patient transmission—via the hands of transiently colonized healthcare workers and incompletely terminally cleaned rooms—in a 20-patient intensive care unit. Nurses and physicians were modeled and had distinct hand hygiene compliance levels on entry and exit to patient rooms. for 1 year using data from the literature and observed data to inform model input parameters.