Allocation of participants first to only one treatment group until desired sample size, then randomization of the rest among treatment groups (e.g., [12]) |
Nonrandomized participants do not have a known probability of being in the other group(s) |
The researcher knows the assignments of the participants enrolled without randomization |
Alternating, such as allocating every other individual (e.g., [158, 159]) |
Participants may enroll in groups in nonrandom ways, and with small numbers of groups this can create imbalances |
The researcher knows the next group assignment |
Day of the week or time of day of enrollment [160] |
Participants with certain characteristics may be more likely to be available for enrollment based on the day of the week or time of day |
The researcher knows the group assignment |
Patient chart number [161] |
Chart numbers may be associated with known or unknown patient characteristics |
If chart numbers are not randomly assigned, the researcher may be able to predict the next assignment |
Participant characteristics (such as in the Lanarkshire Milk study [5, 6], or matching [162, 163]) |
Characteristics may not be evenly distributed (i.e., confounding may occur) |
The researcher may be able to predict assignments based on characteristics |