A theoretical analysis showed that blinding cannot eliminate potential for bias associated with beliefs about allocation in randomized clinical trials

ObjectivesTo explore the theoretical justification for blinding in randomized trials and make recommendations concerning the implementation and interpretation of blinded randomized trials.Study Design and SettingA theoretical analysis was conducted of the potential for bias in randomized trials with successful blinding (ie, trials in which beliefs about allocation to treatment or control groups are independent of actual allocation). The analysis identified conditions that must be satisfied to ensure that blinding eliminates the potential for bias associated with beliefs about allocation.ResultsEven when beliefs about allocation are independent of actual allocation, they can still cause bias. The potential for bias is eliminated when the belief is uniformly one of complete ambivalence about allocation.ConclusionEven when blinding succeeds in making beliefs about allocation independent of actual allocation, beliefs about allocation may still cause bias. It is difficult to determine the extent of bias in any particular trial. Bias could be eliminated by establishing a state of complete ambivalence about the allocation of every trial participant, but universal ambivalence may be difficult to achieve and may reduce the generalizability of the trial's findings.