The carryover effect can be attributed to several factors, including the biological or physiological changes induced by the initial treatment, which do not revert to baseline levels before the subsequent treatment is administered. Additionally, psychological factors and patient expectations can also contribute. Understanding these underlying causes is crucial for designing studies that minimize or account for the carryover effect.