I called my bank, and they assured me that with a closed account, the payday lenders would not get their money.
The only form they told me about was a Stop Payment form. I then called the bank's processing dept. and they said not to worry about the lenders getting money out of the old account, which is closed, and they also said not to worry about them getting my new account info.
I don't feel good about this.