Quality control materials play a crucial role in histology by providing a standard against which routine procedures can be compared. They help in identifying errors, optimizing protocols, and maintaining consistency in lab results. This ensures that diagnostic outcomes are reliable and reproducible, which is critical in clinical settings where patient care is involved.