Answer
Ice can change propeller or wing shape, add mass, increase drag and vibration, and reduce lift or thrust. Avoid conditions where icing can form unless the aircraft is specifically approved and equipped for them.
Explanation
Small aircraft have little excess performance and small aerodynamic surfaces. A thin layer of ice can therefore have a large relative effect.