We present the hierarchical Sankey diagram that aims to augment the original Sankey diagram by enabling users to examine inflow links and levels of detail through four different variants. We provide the details of our design along with results on a student course performance dataset. Finally, the effectiveness of the four variants for the hierarchical Sankey diagram is evaluated via a user study.