Speaking as someone who lives in the US, the reason why people “prefer” it is because it’s embedded into the culture that public transportation is for poor people- temporarily embarrassed millionaires and all that

It’s really not that different from anywhere else. Almost anywhere in the world, people who can afford cars usually buy cars.