West's production style on "The College Dropout" was characterized by his use of soul and jazz samples, often chopped and reworked to create a unique sound. For example, the track "Jesus Walks" features a haunting sample of the gospel song "Walk with Me," while "School Spirit Skit 1" incorporates a catchy, upbeat sample from the song "The Show" by Doug E. Fresh.