Swift received her PhD in rehabilitation science from the University of Kansas Medical Center in 2007. She has also completed both a fellowship program and a mentorship program in orthopedic manual physical therapy at the Kaiser Permanente physical therapy residency in advanced orthopedic manual therapy.