Limited generalizability occurs when the results of a study are not broadly applicable to all populations. In cancer research, this can happen due to factors such as the study design, sample size, or specific characteristics of the study population. For instance, a study conducted on a specific ethnic group or age demographic may not be applicable to other groups.