An article of manufacture has an external surface at least partly defined by a material compositionally comprising a polymeric hydrogel that takes up water when wetted. The hydrogel-containing material is effective in reducing soil accumulation on, and/or for reducing soil adhesion to, an article designed for a variety of uses, such as transportation, vehicle safety, storage, recreation, leisure, waste disposal, construction, gardening, or traffic control.