James Madison University is located in Harrisonburg, Virginia and was initially founded as the State Normal and Industrial School for Women at Harrisonburg. James Madison University offers over 100 degree programs in seven different colleges. Purple James Madison University medical uniforms and scrub accessories are available from Gel Scrubs, to get yours, click on the product of your choice shown below.