Well, between my brother, sister, and I these are the accidents I can recall:
1) Sister scrapes and dents almost the entire right side of the car (if you're positioned in drivers seat) against one of those yellow metal poles in a gas station. The dent was something like 2 inches deep, across both doors and part of the front fender. Asks dad to fix it as his shop. He responds colorfully, refuses.
2) Someone crashes into my sister's car. Granted, not her fault and she finally got rid of "Yellow Lightning" (name me and my brother gave her car).
3) My brother ran his bike into our neighbor's bumper when he was 14.
4) I bumped into some woman's car at ~2mph because she made a hard brake I wasn't anticipating, though I admit I should have given more room. No damages.
From what I've seen, women try to multitask more when driving. Around campus the more ditzy sorority girls tend to do a lot of texting and driving, which is by far the dumbest thing they can do aside from turning the steering wheel with their face.