Many young adults find themselves still tethered to the Bank of Mom and Dad, and that dependence is taking a toll.

Kevin Davis moved back home last December after receiving a business finance degree from the University of North Carolina. He has yet to land a full-time job.

The 25-year-old often commiserates with his father, John, an information-technology...