Capillary hydrostatic pressure is the force exerted by the blood against the walls of the capillaries, which drives fluid out of the capillaries into the interstitial space. It plays a crucial role in the process of filtration and is influenced by factors such as blood volume, cardiac output, and vascular resistance.