Taking the opening post at face value and following it one step further.
I keep a log for pooled estimate specifically because my memory of it turned out to be systematically wrong in one direction. Six weeks of notes cost nothing and settled it.
Taking the opening post at face value and following it one step further.
I keep a log for pooled estimate specifically because my memory of it turned out to be systematically wrong in one direction. Six weeks of notes cost nothing and settled it.
Search strategy determines what was found and is the part of the method least often scrutinised. A search restricted to one language or one database is a selection step.
Everything in post #11 holds. The case it does not cover is the one I have.
Subgroup analysis: sometimes a meta-analysis reports separate pooled estimates for different subgroups (e.g., by baseline body mass index or by trial duration). Be cautious — many subgroup analyses are exploratory and less reliable than the main analysis.
Double extraction with disagreement resolution is standard and is worth checking for, because single extraction errors are common and non-random.
Inclusion and exclusion criteria: a meta-analysis is only as good as its inclusion criteria. If the criteria are too broad, apples and oranges get pooled. If they are too narrow, the meta-analysis answers a overly specific question.
Read the full topic (29 posts)
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Revisiting: What pooling buys you and what it destroys
On the subject in the title: Revisiting: What pooling buys you and what it destroys Working notes rather than a conclusion. Pooling buys — I have the observation and I do not trust my interpretation of it, so…
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+97 | 107 | 4k | 19h |
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Second pass at: When a network meta-analysis is defensible and when it is not
Posting this under the heading it deserves: Second pass at: When a network meta-analysis is defensible and when it is not Everything below is what sits behind that. Posting a small dataset on network…
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2 | 2.8k | 21mo | |
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Random versus fixed effects: choosing rather than defaulting — a second dataset
On the subject in the title: Random versus fixed effects: choosing rather than defaulting — a second dataset Working notes rather than a conclusion. Posting a small dataset on Random versus fixed effects. It…
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+95 | 106 | 20k | 17mo |
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Coming back to: Prediction intervals and why they are more honest than confidence intervals
Prediction intervals and why they are more honest than confidence intervals Writing it up because I had to work it out twice and would rather nobody else did. Prediction intervals — I have the observation and…
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2 | 65 | 22mo | |
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About the Meta-analyses category
Pooled estimates, heterogeneity, publication bias, and when pooling was a mistake. This post is a community wiki: any member at trust level 3 or above can edit it, and every edit is recorded with its author…
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4 | 15k | 13mo |
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Journal club: SURPASS-2 and the semaglutide 1 mg comparator
On the subject in the title: Journal club: SURPASS-2 and the semaglutide 1 mg comparator Working notes rather than a conclusion. Session topic: SURPASS-2 ( N Engl J Med , 2021). Please read it before posting;…
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+71 | 76 | 52k | 21mo |
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Individual participant data versus aggregate data
Posting this under the heading it deserves: Individual participant data versus aggregate data Everything below is what sits behind that. Something about individual participant data versus aggregate does not…
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+30 | 34 | 64k | 14mo |
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Follow-up: Individual participant data versus aggregate data
Individual participant data versus aggregate data — setting out what I have, and where I think it stops being reliable. A follow-up question about Individual participant data versus aggregate that I did not…
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+101 | 111 | 23k | 18mo |
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Journal club: STEP 1 and the treatment-policy estimand — does this still hold?
Asking directly, because I could not find a straight answer: Journal club: STEP 1 and the treatment-policy estimand — does this still hold? Working notes on STEP 1 rather than a conclusion. I would rather…
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+70 | 76 | 4.8k | 15h |
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Journal club: SELECT, absolute risk, and how it was reported
Journal club: SELECT, absolute risk, and how it was reported Writing it up because I had to work it out twice and would rather nobody else did. A question about what the numbers mean rather than what they…
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2 | 52k | 1mo |