Five years ago, when GP Thomas Dickson started wearing crazy socks to work, the reaction was mixed. "I'd get negative, somewhat judgmental comments about my socks from patients," he says.

In a small warehouse in Melville, New York — a town located on Long Island — dozens of shelves of neatly organized bins hold colorful socks featuring every playful print imaginable. There are socks ...