#MetaAnalyses
😬

I am going to start thinking of metaanalyses as the science equivalent of mortgage-backed securities. Can be excellent as long as someone is carefully monitoring the stuff they're made of, but not so much otherwise.
I'm calling for a total and complete shutdown of JAMA Pediatrics until we can figure out what is going on goodscience.substack.com/p/the-resear... I mean, come ON
April 29, 2025 at 1:39 PM
Thrilled that @shreyadimri.bsky.social & I will be part of #LoveMethods26!

We'll present on "How to avoid common problems in #SystematicReviews & #MetaAnalyses"

📅 Jan 19–23, 2026 | FREE | All online

Everyone's invited to join the entire week of workshops!

🔗 excelscior.uc.pt/love-methods...
November 25, 2025 at 9:35 AM
Swapnil Hiremath
Love metaanalyses and RASi
No other CoI
#NephJC
December 18, 2024 at 2:01 AM
Carmen Morawetz from Innsbruck University showing with metaanalyses and a systematic review the role of 4 cortical networks involved in emotion regulation as well as the importance of prefrontal cortex engagement. #ABIM2025 #neuroskyence
January 14, 2025 at 2:54 PM
Neurotoxicity is definitely an issue for cefepime.

But I find it to be very rare among patients with normal renal function and no prior seizure-predisposing conditions.

This association was already established in previous metaanalyses 🧵(2/5)

academic.oup.com/jac/article/... #IDsky #AMSsky
Cefepime-induced neurotoxicity: systematic review
AbstractBackground. Cefepime-induced neurotoxicity (CIN) has been well acknowledged among clinicians, although there are no clear diagnostic criteria or sp
academic.oup.com
September 20, 2026 at 2:54 AM
So, we shouldn’t wait for a metaanalysis of all metaanalyses? 😏
November 30, 2024 at 4:43 PM
#IDSky Do you use antibiotics to prophylax in case of variceal bleeding? The Sanford Guide says yes, Cochrane metaanalyses say yes, some large retrospective studies published recently say no(so people are trying to change the paradigm). I just realized I've never done it. What is your practice?
December 4, 2024 at 2:14 PM
On BP Treatment Goals 🥅
#Nephpearls #NephJC #HTNSecrets

📌 CVD Risk Reduction from More vs Less Intensive BP Lowering in Metaanalyses of RCTs (2016-2017)

📌 BP Goals According to Comorbidities by ACC/AHA and Subsequent International BP Guidelines

👉 shop.elsevier.com/books/hypert...
December 4, 2024 at 2:09 AM
There is actually extensive evidence from randomized controlled trials and metaanalyses of RCTs that vaccines do not cause autism.
July 24, 2026 at 4:37 AM
not much of a betting guy but I'd put up a decent amount of money that the emphasis on training close to failure is mainly a cultural one, and that long term analyses will probably bear out the same things that are showing up in these individual studies/metaanalyses of short term studies
January 8, 2024 at 9:06 PM
Preprint of REMAP-CAP trial on oseltamivir for critical patients is now available: papers.ssrn.com/sol3/papers....

With this new trial + 2 recent metaanalyses failing to prove benefits in outpatients nor hospitalized, how is your center positioning oseltamivir for this flu season? #IDsky #PulmSky
Oseltamivir for Critically Ill Patients with Influenza: A Randomised Trial
​Background: The antiviral oseltamivir is widely used for the treatment of critically ill patients with influenza. Evidence from randomised trials about its eff
papers.ssrn.com
September 13, 2026 at 10:32 PM
Metaanalyses are key for much of medicine and beyond (see e.g. PRISMA reporting standards). People worked on automating it for a long time (systematicreviewsjournal.biomedcentral.com/articles/10....). There must be a great modern LLM based tool that does it?
Toward systematic review automation: a practical guide to using machine learning tools in research synthesis - Systematic Reviews
Technologies and methods to speed up the production of systematic reviews by reducing the manual labour involved have recently emerged. Automation has been proposed or used to expedite most steps of t...
systematicreviewsjournal.biomedcentral.com
May 28, 2025 at 2:24 PM
3) Also keine Kritik, nur Lobeshymnen. Muss also wohl eine sehr gute Metaanalyse sein. Doch Reviewer 2 fand neben Begeisterung dann doch auch einen Mangel. Die Studie sei zu lange und könnte evtl. etwas gekürzt werden.
February 26, 2024 at 8:24 PM
They will not "fail".

Still, scientificly that doesnt change the Metaanalyses
March 8, 2025 at 8:50 PM
Cela t'étonne. L'intelligence artificielle c'est comme les metaanalyses. Garbage in garbage out
November 24, 2025 at 7:13 AM
Both secondary research (e.g. metaanalyses) and replication studies are focused on the goal of establishing what we know. But what about new primary studies? Is it possible to also base those on a foundation of cumulative knowledge?

Larsson & Biber (in press):
www.researchgate.net/publication/...
(PDF) Encouraging cumulative knowledge building as normal practice in (learner) corpus research
PDF | It is not always clear how a cumulative knowledge mindset can permeate the normal primary research studies that we do. That is, both secondary... | Find, read and cite all the research you need ...
www.researchgate.net
November 21, 2024 at 2:48 PM
when we literally have systematic reviews and metaanalyses of over a MILLION people demonstrating not even a correlation.
February 13, 2025 at 2:48 PM
Absolutely!
Been a careful trust-building over the years with family members who are very "babe in the woods" past a lifetime of totalist control and being told exactly what and how to think so shorter, to the point videos help give enough respite for the inevitable 2 hour improv jazz metaanalyses.
August 9, 2024 at 5:19 PM
Has anyone ever looked at potential disconnects b/w 'perceived journal prestige' & impact factor?

Some perceivably high prestige journals have far lower JIFs than lower prestige journals

Curious about effects on #publicationbias & selective publishing for #metaanalyses

@asanchez-tojar.bsky.social
November 25, 2024 at 5:09 PM
I'll tread delicately to make this point, but I don't get the sense that HRM staff have the training in research methods or stats to be able to, say, critically review a few metaanalyses on bike lanes and health, and then make the findings legible to councilors.
June 26, 2025 at 12:12 AM
So I'd think of the challenge of making the data useful as partly about big databases/big metaanalyses as in @harveyplankton.bsky.social 's comment, but also relationship-building and searching out local analyses and questions. Make overviews of the data and show them to lots of people (I'm game!)
June 2, 2025 at 12:12 PM
You know what would be a neat feature for these AI research assistants? An option to exclude reviews and metaanalyses. Prompting doesn't seem to work.
July 19, 2025 at 4:04 PM
Calculating effect sizes in #metaanalyses of pre-post control group designs (RCTs) is often difficult because pre-post correlations are not available. Our new study evaluates different approaches to deal with this problem: doi.org/10.1002/jrsm...
September 27, 2023 at 2:42 PM