Is this being a nuisance?

On my way to work this morning,
two women pushing strollers were walking side-by-side while chatting,
completely blocking the sidewalk and moving very slowly.
(Since the path is narrow, people behind them couldn't pass, and those walking in the opposite direction couldn't get through unless the strollers moved out of the way.)