This is not true at all. Rural and suburban areas receive an incredibly disproportionate amount of tax dollars for infrastructure compared to urban areas.

Here is an article with some actual numbers from Halifax, Nova Scotia:https://usa.streetsblog.org/2015/03/05/sprawl-costs-the-publ...

Some of the tables are pretty revealing in there.