A drop in Illinois’ income tax rates—and uncertainty about the implementation of pension changes—could cause the State’s backlog of unpaid bills to grow to $9.9 billion by the end of the 2016 budget year, according to a new forecast by Governor Pat Quinn’s office.

Along with the decline...