SEATTLE — Washington State House Transportation Committee Chair Jake Fey introduced legislation to phase in a road usage charge for drivers to lessen the state’s reliance on the gas tax.

According to Fey, Washington’s gas tax of 49.4 cents per gallon currently funds more than a third of the state’s transportation budget. But as cars become more fuel efficient, and electric ...