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. 2021 Aug 16;21:168. doi: 10.1186/s12874-021-01303-z

Table 1.

Considerations for the choice of a restricted randomization procedure

Objective Desired feature(s) of a randomization procedure
Mitigate potential for selection bias A procedure should have high degree of randomness.
Mitigate potential for chronological bias. A procedure should balance treatment assignments over time.
Valid and efficient treatment comparison

A procedure should have established statistical properties, provide strong control of false positive rate and yield unbiased, low variance estimates of the treatment difference.

A procedure should preserve the unconditional allocation ratio (e.g. 1:1) at every allocation step and achieve approximately or exactly the target sample sizes per group.

Ease of implementation Validated statistical software for implementing a randomization procedure must be in place.