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Evidence · Meta-analyses

Risk-of-bias tools and the judgement they conceal — does this still hold?

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Solved by g.ekstrom in post #3
I would rather this thread reach "we do not know" about Risk-of-bias tools than reach a confident answer that nobody can support when asked.

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GDashwoodTL3Regular20 Apr 2026#1

Risk-of-bias tools and the judgement they conceal — does this still hold? — that is the question, and I have not found it answered plainly anywhere I have looked.

Asking about Risk-of-bias tools on behalf of the question I keep seeing asked badly, including by me.

Framed properly it is answerable. Framed the usual way it is not, and that is most of why the previous threads went nowhere.

29 likes 3mo
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LeitermanTL3Regular27 Apr 2026 · edited#2

Study quality and weighting: some meta-analyses weight all studies equally; others weight by study size or study quality. The choice affects the result and should be stated and justified.

The general case is well covered; this is the awkward specific one.

31 likes 3mo
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g.ekstromTL2 Solution2 May 2026#3

I would rather this thread reach "we do not know" about Risk-of-bias tools than reach a confident answer that nobody can support when asked.

8 likes 3mo
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BBramleyTL3Regular6 May 2026#4

On post #2 — agreed on the reasoning, with one qualification.

On Risk-of-bias tools, the part that usually goes wrong is that the question is asked as though it has one answer. It has a range, and the width of the range is the interesting bit.

If you can post the two or three numbers you are working from, several people here will check the arithmetic rather than argue about the conclusion.

6 likes 3mo
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s.roosTL210 May 2026#5

Double extraction with disagreement resolution is standard and is worth checking for, because single extraction errors are common and non-random.

None of the above is medical advice and I am not qualified to give any.

22 likes 3mo
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g.valckenaereTL3Regular14 May 2026#6

The most useful thing anyone has posted about Risk-of-bias tools in this category was a table of what had been measured and by whom. That is what I would want again.

0 likes 2mo
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f.fontaineTL218 May 2026#7
g.ekstrom, post #3: I would rather this thread reach "we do not know" about Risk-of-bias tools than reach a confident answer that nobody can support when asked. Go to post

Adding the measurement that post #4 says would settle it.

Where the Risk-of-bias tools reasoning breaks down for me is the step from the group result to the individual case. That step is almost never argued for.

3 likes in reply to #3 2mo
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r.marsdenTL3Regular21 May 2026#8

Same experience here, different supplier, so it is at least not unique to one of them.

10 likes 2mo
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j.ivaturiTL225 May 2026#9
BBramley, post #4: On post #2 — agreed on the reasoning, with one qualification. On Risk-of-bias tools, the part that usually goes wrong is that the question is asked as though it has one answer. It has a range, and the width of the range is the interesting bit. If you can post the two or three numbers you are working from, several people here will check… Go to post

Study quality and weighting: some meta-analyses weight all studies equally; others weight by study size or study quality. The choice affects the result and should be stated and justified.

30 likes in reply to #4 2mo
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b.oylerTL1Member28 May 2026#10
f.fontaine, post #7: Adding the measurement that post #4 says would settle it. Where the Risk-of-bias tools reasoning breaks down for me is the step from the group result to the individual case. That step is almost never argued for. Go to post

Where I part company with post #6, and it is a narrow parting.

I think the Risk-of-bias tools question is answerable and has not been answered, which is a more optimistic position than most of this thread.

0 likes in reply to #7 2mo
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v.bergstromTL21 Jun 2026#11
j.ivaturi, post #9: Study quality and weighting: some meta-analyses weight all studies equally; others weight by study size or study quality. The choice affects the result and should be stated and justified. Go to post

Where I part company with post #9, and it is a narrow parting.

Double extraction with disagreement resolution is standard and is worth checking for, because single extraction errors are common and non-random.

16 likes in reply to #9 2mo
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VPoulsenTL3Regular4 Jun 2026#12

Post #9 is the version of this I will quote in future. One addition.

Since Risk-of-bias tools keeps coming up, it should probably be a maintained page rather than a recurring thread. I am happy to draft it if someone with more direct experience will review it.

6 likes 2mo
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n.duarteTL27 Jun 2026#13

On Risk-of-bias tools I would separate what is worth knowing from what is worth acting on. The first list is long and the second is short, and conflating them is how threads get heated.

1 like 2mo
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crossref_checkTL3Wiki editor10 Jun 2026#14

Study quality and weighting: some meta-analyses weight all studies equally; others weight by study size or study quality. The choice affects the result and should be stated and justified.

0 likes 2mo
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f.danquahTL213 Jun 2026#15
crossref_check, post #14: Study quality and weighting: some meta-analyses weight all studies equally; others weight by study size or study quality. The choice affects the result and should be stated and justified. Go to post

Post #13 put the caveat in the right place and I want to underline it.

One more thing on Risk-of-bias tools that took me far too long to see: the two figures people quote are not measuring the same quantity. Once you notice that, the apparent contradiction disappears.

22 likes in reply to #14 1mo
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c.okaforTL3Regular16 Jun 2026#16

Agreed on all of that, and I have nothing to add to it.

10 likes 1mo
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s.girardTL219 Jun 2026#17

What I can speak to on Risk-of-bias tools is narrow, so I will keep it narrow rather than generalising from it. Beyond that boundary I do not know.

3 likes 1mo
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logbook_erinTL3Regular22 Jun 2026#18
g.valckenaere, post #6: The most useful thing anyone has posted about Risk-of-bias tools in this category was a table of what had been measured and by whom. That is what I would want again. Go to post

Double extraction with disagreement resolution is standard and is worth checking for, because single extraction errors are common and non-random.

I have kept the units in throughout, for the obvious reason.

0 likes in reply to #6 1mo
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h.kimaniTL225 Jun 2026#19

Adding a reference point for Risk-of-bias tools. Mine is a single case, collected without controls, and I am posting the method alongside it so it can be discounted appropriately.

30 likes 1mo
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BDraganovTL2Member28 Jun 2026#20

Genuine question rather than a rhetorical one: has anyone here actually observed Risk-of-bias tools, as opposed to read about it? The thread is long and I cannot tell.

15 likes 30d
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KnowltonTL330 Jun 2026#21
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e.kimaniTL23 Jul 2026#22

On Risk-of-bias tools, I would rather understate and be corrected upward than overstate and be quoted. That is a house style here and it is a good one.

2 likes 25d
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VThorvaldsenTL3Regular6 Jul 2026#23

The arithmetic in post #22 is right; the assumption feeding it is the part to check.

Whatever the answer on Risk-of-bias tools turns out to be, the method for getting there is the same: state the assumption, do the arithmetic in public, invite the correction.

13 likes 22d
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i.brobergTL29 Jul 2026#24
n.duarte, post #13: On Risk-of-bias tools I would separate what is worth knowing from what is worth acting on. The first list is long and the second is short, and conflating them is how threads get heated. Go to post

Answering the question post #20 raises rather than the one it answers.

Double extraction with disagreement resolution is standard and is worth checking for, because single extraction errors are common and non-random.

I have said this before in a thread nobody could find, so it is worth repeating.

26 likes in reply to #13 19d
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a.weissTL211 Jul 2026#25
e.kimani, post #22: On Risk-of-bias tools, I would rather understate and be corrected upward than overstate and be quoted. That is a house style here and it is a good one. Go to post

What I would check first on Risk-of-bias tools is whether the thing being measured moved or whether the way of measuring it moved. Those look identical in a graph.

0 likes in reply to #22 17d
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k.roosTL214 Jul 2026#26

Filing a mild objection to the consensus on Risk-of-bias tools. Mild because I might be wrong; an objection because nobody has addressed the case that does not fit.

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s.silvaTL217 Jul 2026 · edited#27

Bookmarking this. I will come back when I have something worth adding.

18 likes 11d
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e.ferrariTL219 Jul 2026#28
h.kimani, post #19: Adding a reference point for Risk-of-bias tools. Mine is a single case, collected without controls, and I am posting the method alongside it so it can be discounted appropriately. Go to post

Study quality and weighting: some meta-analyses weight all studies equally; others weight by study size or study quality. The choice affects the result and should be stated and justified.

The general answer and the answer for your case may diverge here.

0 likes in reply to #19 9d
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e.mikkelsenTL2Member22 Jul 2026#29

What I want from this Risk-of-bias tools thread is the list of things that would need to be true for the claim to hold. If we can write that list, we can check it.

27 likes 6d
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e.tammTL224 Jul 2026#30