The Labor Department is encouraging low-wage and immigrant workers to turn in employers who are shortchanging their pay, as part of an expanding effort to enforce wage and hour rules.

Labor Secretary Hilda Solis launched a campaign last week called "We Can Help," asking workers in industries from construction to food services to notify...