Block randomization is particularly useful in the following scenarios: - Small Sample Sizes: To ensure balanced group sizes. - Multiple Sites: In multi-center trials, to maintain balance across different locations. - Time-Sequenced Trials: To prevent temporal trends from affecting group allocation.