> I would think the quality/convenience/cost of the alternative would be by far the biggest factor
The alternatives almost never beat a car in quality, convenience, and cost (minus parking costs, which is the point). The exceptions are very specific cases, like inter-Manhattan travel at certain times of the day, for example, where $2.75 can get you most places faster than your own car and cheaper than a cab.