They do, and generally it's a difficult place to have a car:
* Severe congestion pricing
* Expensive due to severe taxes (generally over 100k USD)
* Licensing for a car is time-limited. I think this is about 10 years or so.
The last point in particular makes it feasible to cycle out the entire country's cars in a relatively short time.
EDIT: Add more newlines between bullets