The Bush administration is weighing an executive order that would eliminate a union-preferred method of labor organizing at large government contractors, according to people familiar with the situation.

Labor leaders prefer a card-check system in which workers can form a union if a majority of them sign a union-authorization card. Companies generally prefer a secret-ballot election.

The...