The Southern economy was based mostly on the plantation system, the southern geography and soil were favorable for that and because of that difference from the Northern States, the South was slower to industrialize.
Also, the Civil War had a big impact on the Southern industrialization, because of the Total War policy taken by the Union Army, the South was destroyed and took a while to recover.