Studies are not necessarily reliable
In a review of 44 studies, they examined the effect of membrane sweeping on the induction of labour [3]. 14 studies indicated that if the cervix was closed, they performed a cervical massage instead of a membrane sweep. Thus, in these 14 studies, "membrane sweeping" could in fact have been either a cervical massage or a sweep.
For the most part, the authors judged that the studies they included had a low or unclear risk of bias.
However, in general, the risk of performance bias was high, as the 44 studies did not carry out a study blinding, otherwise known as blinding.
Blinding means that clinicians and researchers do not know who is receiving which treatment — whether the actual treatment, no treatment, or a placebo. When blinding is not used, as is the case in all these studies, it can introduce bias, meaning clinicians may be inclined to provide better care to the treatment group in the hope that it proves effective.
For example, if a provider knew that a person was in the treatment group for membrane sweeping, they might delay scheduling a formal induction in the hope that the person in the treatment group would go into labour spontaneously on their own.