Private equity firms face challenging times with investment decisions as volatile stock markets and slowing growth threaten to throw the asset class new curveballs, said Glenn A Youngkin, president and chief operating officer of the Carlyle Group.

"There is a consensus of what is going on, but we honestly do not have any conviction about where things are going," Youngkin said Tuesday during the SuperReturn US conference in Boston.