In 1994, Tennessee launched an ambitious public insurance program to cover its uninsured. The plan, TennCare, fulfilled that mission but nearly bankrupted the state in the process.

As originally envisioned, the Tennessee plan expanded Medicaid, the government health-care program for the poor, to cover people who couldn't afford insurance or who had been denied coverage by an insurance company.

With...