Penn State enters Tuesday against Robert Morris without a win this season.
The drop comes after a sweep of Lindenwood.
No. 6 Penn State will look to continue its success against St. Lawrence this weekend.
"Right now, that is a very poorly coached team."
The Nittany Lions outshot Lindenwood 66-18.
Penn State penalties led to four power-play goals for Quinnipiac.