The size and shape of nanoparticles are critical because they determine the surface energy and reactivity of the particles. For example, spherical particles might be more suitable for drug delivery due to their uniformity and ease of movement through biological tissues, whereas rod-shaped particles might be better for certain types of sensors due to their higher aspect ratio, which can enhance sensitivity.