Weight and structure. In the Piper Arrow the right flap even has a special mechanism that locks it in the up position so you can step on it.
The reason that it’s on the right side I’d guess is practical since the pilot flying is usually the first to sit (front left) and do the preparations while passengers may join later. But I’m not sure about that.