Subcast-based error recovery strategy is a recent and very promising development in retransmission-based error recovery strategies. In this strategy, organizing a large multicast group into logical subgroups and structuring them into some kind of logical subgroup order, called virtual subgroup structure (VGS), have important effects on system performance. In this paper, we investigate effects of subgroup structures on the performance of this class of subcast-based error recovery strategies to understand the underlying principles of subgroup formation for subcast-based error recovery, both for reliable and continuous media (CM) type of data dissemination. We use extensive simulations in our work. From the results of simulations, we demonstrate what constitutes good subgroup structures in general. We also give general statements of good retransmission-based continuous media content delivery strategies for both unicast-based error recovery strategy (such as STORM [9]), and subcast-based error recovery strategies.