The Institute for Supply Management-Chicago business barometer fell to 49.7 from 53.0 in August. Economists had forecast an unchanged reading of 53.
A reading below 50 indicates contraction in the regional economy.
The forward-looking new orders index plummeted to 47.4, from 54.8. while the gauge of employment sank to 52.0 from 57.1 last month.