7. Random allocation Flashcards
adaptive vs. fixed allocation randomization procedures (e.g., simple randomization, stratified randomization, block randomization, response randomization, replacement randomization, biased coin method, minimization, balancing, unequal randomization).
Randomisation can be done at the level of…? (4)
- Participant
- Group or section (cluster)
- Sequent of interventions)
- Start of the intervention
What are the goals of randomisation..? (2)
- Every participant has equal chance to be allocated to either group
- The process of allocation should be unpredictable and preferably also concealed
Randomisation allocates treatment without bias, when…
Properly designed, conducted and analysed
Allocation bias
Systematic difference between participants in how
they are allocated to the treatment groups (e.g. if researchers would allocate or patients could chose)
Selection bias
Systematic difference between participants
recruited to the trial and those who are not recruited
What question can you ask to detect selection bias?
Was the sample recruited representative for the patient population?
Which types of randomisation are restricted?
- Stratification
- Minimisation
How does minimisation work?
- Choose the factors important for balancing carefully
- The first participant is allocated using simple randomization
- For each subsequent participant, either which treatment group lead to better balancing in
chosen factors (computer algorithm) - For the next to be enrolled participant, the numbers
of participants with the same characteristics
will be summed up in each group - Imbalance is minimized by allocating this person
to the group with the smallest total OR at random if the totals are the same
What can be done to improve unpredictability in minimisation?
Introduction of a random element of 0.8