One thing that sticks in my mind after a business trip to SLC (SaltConf last year) were the ubiquitous red signs urging people to turn away panhandlers. If people actually take notice, I'd be willing to bet this results in the problem being hidden a lot more than it is in some other cities.
The admittedly surface impression I got was that the city is hostile to the homeless.