The National Labor Relations Board has stopped collecting public input in a case with the potential to rework or overturn key precedents on collective bargaining in the construction industry, signaling the board may abandon that issue for now.

The NLRB last month invited outside views on the issue of what a union must do to show that a pre-hire arrangement with a construction company has become a full bargaining relationship under federal labor law. Construction companies can withdraw from a...