Several factors can contribute to extravasation during cancer treatment. These include poor vein quality due to previous chemotherapy, fragile veins in elderly patients, improper needle insertion, movement of the needle during administration, and the use of high-pressure infusion pumps. Additionally, some chemotherapy drugs are more prone to cause extravasation due to their chemical properties.