Artists incorporate elements of performance and time-based media into their artworks by creating pieces that involve live actions, movement, sound, and duration. They may use mediums such as video, sound, music, dance, theater, and interactive technologies to engage with the concept of time and the presence of the audience. This allows for a dynamic and evolving experience that goes beyond traditional static art forms.