The invention relates to a piece of furniture and to a device for influencing the movement of furniture parts which can be moved with respect to one another, having a guide unit for guidance of a first furniture part on a second furniture part, and having a drive unit to move the first furniture part in a driven manner relative to the second furniture part, with the guide unit having a fixed rail, which is associated with the second furniture part, and a moving rail, which is associated with the first furniture part. A pulling-pushing element is provided in order to apply a drive effect from the drive unit to the first furniture part, guided on the fixed rail via guide means.