WASHINGTON—U.S. housing starts declined in March, but not enough to signal a reversal from the long-term trend of improvement in new home construction.

Starts decreased 6.8% to a seasonally adjusted annual rate of 1.215 million from a month earlier, the Commerce Department said Tuesday.

The decline comes after an unusually strong winter,...