The authors of the MetaBlind study had a more cautious interpretation of their findings than Busse. They wrote:
"We are unclear to what extent our results show that blinding is less important than previously believed, show the limitations of the meta-epidemiological approach (eg, residual confounding), or show a lack of precision in the comparisons made."
Yes, Busse's tweet is an extreme misrepresentation of the findings of the Metablind study.
I wonder if the authors should be informed about that.
Haven't read Moustgaard's et al follow-up paper [*] but already in response to the reaction on their bmj paper they repeatedly warned against misinterpreting their findings.
E.g., they acknowledged Andrew Moore's critique:
"As discussed in our paper (1), and our follow-up paper (2), there are strong theoretical reasons to expect bias in non-blinded trials, backed by previous empirical studies (see our general comment ‘MetaBLIND in context’). These reasons may be particularly convincing in the case of pain trials, where lack of blinding of patients in particular would be expected to have a large impact.
"Andrew Moore cites empirical evidence to back this, in the form of comparisons of effect estimates from blinded and non-blinded trials of acupuncture for pain. We agree that there is especially strong empirical evidence to support blinding of patients in acupuncture pain trials. A systematic review of 12 trials that directly randomized patients to otherwise identical blind and nonblind sub-trials, found 10 acupuncture sub-trials, and reported substantially exaggerated effects sizes (3).
"In our study, we aimed to evaluate empirically to what extent lack of blinding impacts on effect estimates, for trials in general. We found no evidence for an impact of lack of blinding, on average. [...]
"What may explain the discrepancy in results between the MetaBLIND study and previous empirical research, for example (3) and (4), is not clear, though we note that we included no trials of acupuncture for pain in MetaBLIND."
https://www.bmj.com/content/368/bmj.l6802/rr-8
And another response by Moustgaard et al:
Moderation of risk of bias criteria for randomized trials is not warranted based on the MetaBLIND study
https://www.bmj.com/content/368/bmj.l6802/rr-7
"We interpret our results with caution, and find that moderation of the risk of bias criteria regarding blinding, based on our results, would be premature. We discuss this in our main paper (1) and in our follow-up publication (2). Replication of our study, as well as other further research is warranted to elucidate the role of blinding in clinical trials. [...]"
As others have pointed out, there's still more to criticize. It's a pity that the authors didn't reply to Michiel Tack's detailed critique, published in the Journal of Health Psychology:
Tack M. Problems with the MetaBLIND study: An examination of data on blinding patients in trials with patient-reported outcomes.
Journal of Health Psychology. 2021;0(0). doi:
10.1177/13591053211059391
Researchgate:
https://www.researchgate.net/public...ents_in_trials_with_patient-reported_outcomes
[*] Moustgaard H, Jones HE, Savović J, Clayton GL, Sterne JA, Higgins JP, Hróbjartsson A.
Ten questions to consider when interpreting results of a meta-epidemiological study-the MetaBLIND study as a case. Res Synth Methods. 2020 Mar;11(2):260-274. doi: 10.1002/jrsm.1392. Epub 2020 Jan 20. PMID: 31851427.
https://www.researchgate.net/public...logical_study_-_the_MetaBLIND_study_as_a_case
(Edited to add researchgate links)