I wear elbow and MTB knee pads on commutes and recreational rides on the road. Modern pads can be discreet enough to look like ordinary sun sleeves so it's not embarassing to wear them.
Thankfully, I never crashed on them yet and even with extra protection, I don't intend to crash. I have helmet mirror and don't even dare to explore the maximum speeds I can reach on descents