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ForumsPublic SquareCan someone explain this to me like I am five? — anyone have experience?

Can someone explain this to me like I am five? — anyone have experience?

SteveThurs Thu, Dec 5, 2024 at 10:48 PM 7 replies 1,657 viewsPage 1 of 2
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SteveThurs
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Dec 5, 2024 at 10:48 PM#1

My own curve sits about four points below the published mean and I spent two months assuming that meant something was wrong with me or with my material.

A quick sanity check on any figure quoted here: is it mean or median, is it intention-to-treat or completers, and what was the comparator. Three questions, and they resolve most disagreements in these threads.

What I am trying to establish is how to read a result like this without either dismissing it or over-reading it, since the summaries all read like press releases.

If the honest answer is that nobody knows, that is a useful answer and I would rather have it.

18 21MaxMetOK, MounjBrad, nick_newbie and 15 others
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LibrarianMeg
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Dec 6, 2024 at 12:32 AM#2

Taking the question as asked, rather than the general version of it. Relative and absolute effects need reading together. A 20% relative reduction on a high baseline risk is a large absolute benefit; the same relative figure on a low baseline risk is a small one, and press summaries almost always quote the relative number because it is bigger.

19 22PharmD_Rodriguez, julia.endo, JessicaM_2024 and 16 others
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jennifer_SEA
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Dec 6, 2024 at 2:16 AM#3
LibrarianMeg said:
Relative and absolute effects need reading together.
LibrarianMeg said:
...regarding the trial evidence...

I think this is an underappreciated point. To expand on it with some data:

A recent meta-analysis of 22 RCTs (n=18,900) found that the trial evidence was associated with a consistent effect size across diverse patient populations[1].

The NNT was 20, which is comparable to metformin for T2DM prevention. That's a strong clinical argument for this approach.

20 23matt_MKE, Dr.ReproEndo, lucas_SP_BR and 17 others
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traveltech_sara
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Dec 6, 2024 at 4:00 AM#4
SteveThurs said:
My own curve sits about four points below the published mean and I spent two months assuming that meant something was wrong with me or with my…

Same position here, arrived at the long way round. The gap between trial results and real-world results is consistent and it is not fraud. Trial participants get titration by protocol, scheduled contact, free drug and dietetic support; removing that infrastructure costs a few percentage points every time it has been measured. When your own curve sits below the published mean, that is the likeliest explanation before anything about you or your material.

21 24NurseAsh_DET, BenResearch_OR, MikeKY_noInsulin and 18 others
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chris_chi24
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Dec 6, 2024 at 2:13 PM#5

From the other side of the consultation, briefly.

Forest plot interpretation for the the trial evidence meta-analysis: when reading the pooled estimate, pay attention to:

  1. Point estimate (HR/RR/OR) — center of the diamond
  2. Confidence interval width — precision of the estimate
  3. I² statistic — heterogeneity across studies
  4. Individual study weights — are results driven by one large trial?
  5. Prediction interval — range of plausible true effects in future settings

The the trial evidence meta-analysis shows a pooled RR of 0.74 (95% CI 0.65-0.84), I²=32%. This is a robust and consistent effect.

22 0SleepFixSam, PurityPaulOR, MaxMetOK and 19 others
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