One limitation of cumulative incidence is that it does not account for varying lengths of time at risk among individuals. In a study with a long follow-up period, some individuals may be at risk for the entire period, while others may not. This can lead to an underestimation or overestimation of the true risk. Additionally, it assumes that the risk of developing the disease is constant throughout the study period, which may not always be the case.
