Trish Greenhalgh
A
1. Thread on masks (also posted on Twitter). Addresses:
- Why so much controversy?
- Airborne transmission
- RCTs of masks – strengths/limitations, community, healthcare settings
- Meta-analyses – gold standard or lazy lumping?
- Non-RCT evidence – why is it needed, what does it show?
- AOB
09:16 AM - Feb 26, 2023
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Trish Greenhalgh
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2. Before I start, here’s my OLD mask thread from Twitter July 21, which ran to >100 tweets. Some of that is now rather dated but a lot still holds. I’ll paste the best from that into this new thread. Will take a while (~100 total)
https://twitter.com/trishg...
09:17 AM - Feb 26, 2023
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Trish Greenhalgh
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3. WHY IS MASKING SO CONTROVERSIAL?
First, ‘masks’ and ‘masking’ are very broad terms. They cover different technologies (cloth, medical, respirator), wearers (public, patient, healthcare worker), settings (low v high risk) and requirements (mandated v free choice).
09:18 AM - Feb 26, 2023
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Trish Greenhalgh
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4. WHY CONTROVERSIAL?
Because of this multiplicity, statements like “masks [don’t] work” may be referring to very different interventions in different populations for different activities at different times, not to mention different diseases. The literature, in short, is a mess.
09:18 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
5. WHY CONTROVERSIAL?
Second, masking is a cultural practice as well as a public health intervention. It has symbolic meaning. Pirates and burglars wear masks. To some, masking means you’re a ‘pansy’, ‘sheep’ etc. Masking offends libertarians.
https://www.bmj.com/conten...
09:19 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
6. WHY CONTROVERSIAL?
There’s strong social pressure to mask in some settings to contribute to the greater good (“my mask protects you”). People may feel pushed into doing something which a) feels awkward, b) symbolises an allegiance they don’t identify with and c) they feel is ineffective.
09:20 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
7. WHY CONTROVERSIAL?
Third, masking (whatever its benefits) has some downsides. It’s (depending on the design) uncomfortable. It can interfere with communication (especially if hard of hearing). If you work long shifts, it gets hot/sweaty behind the mask.
https://www.bmj.com/conten...
09:20 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
8. WHY CONTROVERSIAL?
In short, masking is something many of us feel strongly about. It’s not even possible to separate “the science” of masks from “the politics”, since science does not sit in some protected bubble away from the rest of society. Read on!
09:21 AM - Feb 26, 2023
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Trish Greenhalgh
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9. AIRBORNE TRANSMISSION
Understanding why & to what extent masks work requires knowledge of how the SARS-CoV-2 virus is transmitted. With colleagues, I published this summary of evidence that it spreads *predominantly* via air. https://twitter.com/trishg...
09:22 AM - Feb 26, 2023
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Trish Greenhalgh
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10. AIRBORNE TRANSMISSION
I responded to critics of that paper here https://twitter.com/trishg... (plus see more in thread below).
09:22 AM - Feb 26, 2023
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Trish Greenhalgh
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11. AIRBORNE TRANSMISSION
For those who want depth and detail, here’s Chia Wang and team’s stunning review of the evidence for airborne transmission in Science (one of the very top scientific journals).
https://www.science.org/do...
09:23 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
12. AIRBORNE TRANSMISSION
In sum, it is *settled science* that SARS-CoV-2 is transmitted via the air. Settled, that is, in all branches of science *except* key groups of doctors, including some in powerful positions at the World Health Organisation. I’ll return to that paradox later.
09:23 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
13. AIRBORNE TRANSMISSION
Medical/surgical (~same thing) masks are designed to stop spatter (e.g. your dentist dribbling into your mouth). Most aren’t made to a specific quality standard. Respirators are designed to filter out airborne particles. They ARE made to a standard.
09:23 AM - Feb 26, 2023
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Trish Greenhalgh
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14. AIRBORNE TRANSMISSION
If SARS-CoV-2 were spread mainly by droplets, we’d need to focus on handwashing and medical/surgical masks which stop wet drops. If mainly via the air, we need to focus on air quality and use the kind of face coverings that stop airborne particles (i.e. respirators).
09:23 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
15. AIRBORNE TRANSMISSION
All masks stop some airborne particles (even if the holes are bigger than the particles, fibres are criss-crossed and electrostatic forces kick in). But N95 (FFP2) respirators stop >95% of particles of SARS-CoV-2 size, and N99s (FFP3s) stop >99%.
09:24 AM - Feb 26, 2023
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Trish Greenhalgh
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16. AIRBORNE TRANSMISSION
A year ago, we wrote this article recommending that everyone upgrades their mask from either medical/surgical to respirator.
https://theconversation.co...
09:24 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
17. AIRBORNE TRANSMISSION
Whilst respirators protect best, ANY mask is better than none. Efficiency at reducing transmission of respiratory aerosol:
N95 respirator 99%
Medical mask 59%
Bandana (single) 47% (double) 60%
Face shield 2%
https://tandfonline.com/do...
09:25 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
18. AIRBORNE TRANSMISSION
The above, a laboratory study of artificial aerosols, should not be taken as direct evidence that these masks would be this effective/ineffective in preventing real-world SARS-CoV-2 transmission. But they *add to the mix of evidence*. More on that later.
09:26 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
19. AIRBORNE TRANSMISSION
Face shields are only 2% effective cos they’re designed to stop spatter, NOT filter air. Medical masks don’t fit snugly, so instead of breathing filtered air, you breathe what leaks in round the sides. This is why a doubled-over bandana works pretty well!
09:26 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
20. AIRBORNE TRANSMISSION
While I believe cloth/medical masks have a place, some sfeel the benefits of respirators are so great, we should junk all lesser kinds of masking.
https://www.cidrap.umn.edu...
09:27 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
21. AIRBORNE TRANSMISSION
Remember, respirators (and masks) only work if they fit you snugly. You don’t need a professional fitting any more than you need to have your underwear professionally fitted, but do check for gaps.
09:27 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
22. RANDOMISED CONTROLLED TRIALS (RCTs) OF MASKS
RCTs of masks have continued to generate more heat than light. I’m going to reproduce what I said two years ago, which still holds (even more so now, since what has happened since could have been predicted from my earlier thread).
09:28 AM - Feb 26, 2023
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Trish Greenhalgh
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23. RCTs
In the name of evidence-based medicine (EBM), the West got off on the wrong foot. We became obsessed with the holy grail of a definitive randomised controlled trial (RCT) that would quantify both the benefits and the harms of masks, just as you would for a drug.
09:28 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
24. RCTs
If you were raised in the EBM tradition, where “rigorous RCTs” are mother’s milk, it’s not easy to get your head round why this was a bad way to approach the problem. Looks like Prof G has lost it, dropped her standards, joined the dark side etc. Bear with me.
09:28 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
25. RCTs
A RCT is a controlled experiment. Since people are randomly allocated to one or other group (‘arm’), any confounding variables are distributed evenly between the arms so they all cancel out (so long as the study is large enough and allocation is truly random).
09:28 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
26. RCTs
Random allocation means that differences between the arms of a RCT are highly likely to be due to the intervention (in this case, masks) and not to confounders. But it doesn’t follow that a RCT is better, for any scientific question, than a non-RCT design. Why not?
09:29 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
27. RCTs
Many reasons. Drugs are (arguably) a simple intervention, but masks are a highly complex one. There are two key questions: do they protect the wearer from other people’s germs – and do they protect other people from the wearer’s germs (‘source control’)?
09:29 AM - Feb 26, 2023
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Trish Greenhalgh
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28. RCTs
The RCT design can’t (usually) cope with this. It’s easy to design a study where the main outcome is infection in wearers, but how would a RCT of source control work? Answer: do an enormous study to randomise entire towns to either masking or not masking!
09:29 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
29. RCTs
Impressively, jabaluk and team did just this. They randomised 600 villages in rural Bangladesh (over 300,000 people) to getting free masks (‘interventions’) or not (‘controls’). For 2 months, they observed mask-wearing and counted covid-19 cases in all villages.
09:29 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
30. RCTs
The Abaluk RCT was published in Science (really top-notch academic journal). It showed that in the intervention villages, a) mask wearing was three times as high as in the control villages, and b) incidence of covid-19 was lower.
https://www.science.org/do...
09:30 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
31. RCTs
Despite the large size of the Bangladesh RCT, differences in covid-19 incidence were relatively modest and only just reached statistical significance when measured by blood test. Differences were greater where surgical rather than cloth masks were used.
09:30 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
32. RCTs
Does this mean “masks don’t work” in the community? NO! Looks like even in free-living conditions (people can choose not to wear), they have a modest but important effect—reducing transmission by around 10%. Let me return to some of the arguments I put out two years ago.
09:30 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
33. EXPONENTIAL SPREAD
For policy decisions, we’re not just interested in whether masking reduces community incidence of covid-19 during a short intervention period (say, a month or two). We’re interested in how masking impacts on the *exponential spread* of an accelerating pandemic.
09:30 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
34. EXPONENTIAL SPREAD
Take the number 1, double it, then keep going. 1 becomes 2, then 4, etc. After 10 doubles, you get 512. After 10 more doubles, 262144. Now instead of doubling, multiply by 1.9 (a tiny reduction in growth rate). After 20 cycles, the total is only 104127.
09:30 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
35. EXPONENTIAL SPREAD
=> if masks reduce transmission by a TINY bit (too tiny to be statistically significant in a short RCT), population benefits are still HUGE. If instead of doubling every 9 days, covid rates increased by 1.9 every 9 days, after 180 days cases would be down by 60%.
09:30 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
36. WHY RCTS OFTEN MISLEAD
These two issues—the near-impossibility of using RCTs to test hypotheses about source control and over-reliance on “statistically significant effects” within a short intervention period—is why a RCT of masks is *highly likely to mislead us*.
09:31 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
37. RCTs
Let’s look at the other big community-based RCT of masks in covid-19. The *big Danish mask trial* became one of the most talked-about RCTs in the pandemic. Its main finding was negative (no significant impact of masks compared to no masks).
https://www.acpjournals.or...
09:31 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
38. RCTs
But the DANMASK RCT was *fatally flawed* as
dgurdasani1
and I argued here. I’ll summarise in the next tweet. https://spectator.co.uk/ar...
09:32 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
39. RCTs
DANMASK RCT flaws: no CONSORT statement, no ethical approval, inappropriate setting (there was almost no Covid circulating at the time!), under-powered sample, wrong primary outcome, wrong intervention period, inaccurate test, misinterpretation of own findings.
09:32 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
40. RCTs
There *never will be* RCT evidence to definitively answer the question “do masks work in community settings?”, because RCTs can’t generate dynamic evidence to understand complex social interventions in diverse and changing contexts. Answer will always be “to some extent”.
09:32 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
41. RCTs OF MASKS IN HEALTHCARE WORKERS (HCWs)
The question of how to protect HCWs is politically contentious, since it involves the sensitive topic of occupationally-acquired disease and the risk (in rare but well-described cases) of a HCW dying from covid-19 caught at work.
09:32 AM - Feb 26, 2023
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Trish Greenhalgh
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42. RCTs in HCWs
Broadly speaking, HCW unions want high-grade protection for their members; employers want to spend as little as possible on personal protective equipment (PPE). So RCTs comparing medical masks (cheap) with respirators (more expensive) have particular significance.
09:33 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
43. RCTs in HCWs
There’s been only one published peer-reviewed RCT of masking in HCWs during covid-19. Loeb et al did a 5-country study which showed no statistically significant difference between medical masks and respirators:
https://pubmed.ncbi.nlm.ni...
09:33 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
44. RCTs in HCWs
The Loeb study has been heavily criticised. I have two major concerns. First, according to the original study protocol, HCWs were asked to wear the mask/respirator “when providing routine care to patients with COVID-19 or suspected COVID-19”.
09:33 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
45. RCTs in HCWs
Because SARS-CoV-2 is airborne (see tweets 9-20), removing masks when not in the close vicinity of known or suspected covid patients is illogical. See why we need to understand the mode of transmission to interpret the studies?
09:33 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
46. RCTs in HCWs
Even though the words quoted in tweet 42 are taken directly from their participant information sheets, Loeb and colleagues say that participants were “expected” to wear their mask or respirator all the time when at work.
09:34 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
47. RCTs in HCWs
There is confusion about which participants wore what and when in the Loeb RCT. This may not be entirely the authors’ fault, as the study was occurring in a changing policy context (universal masking of HCWs came and went in some sites as the trial progressed).
09:34 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
48. RCTs in HCWs
My other concern with the Loeb RCT is that results are heavily skewed by data from Egypt, the largest national subsample. There was a big wave of Omicron in Egypt at the time, so HCWs in both arms could well have caught the virus outside work.
09:34 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
49. RCTs in HCWs
Even if Egyptian HCWs wore their protection all the time at work, if they then went home and played with their infected kids, they’d be as likely to catch covid as anyone else. Egypt was the only country where *more* infections occurred in the respirator arm!
09:34 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
50. RCTs in HCWs
Loeb et al are currently responding to these and other methodological criticisms. ONE explanation for their findings is that respirators are no more effective than medical masks. Another is that a benefit exists but this trial failed to demonstrate it.
09:34 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
51. COCHRANE REVIEW OF MASK RCTs
You may have seen recent headlines that a Cochrane review demonstrated a lack of RCT evidence for efficacy of masks. Here’s the review so you know what I’m criticising. I don’t endorse it.
https://www.cochranelibrar...
09:35 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
52. COCHRANE REVIEW
Despite widespread claims that this new meta-analysis (actually, an update of an old meta-analysis) has definitively demonstrated that “masks don’t work” in reducing covid-19 transmission, it doesn’t show anything of the sort. Let me explain.
09:35 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
53. COCHRANE REVIEW
Of 78 studies in this Cochrane review, only 6 (2 on masks) were done in the pandemic. The rest were in earlier (less contagious) outbreaks e.g. flu.
https://www.vox.com/future...
09:37 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
54. COCHRANE REVIEW
As well as combining covid studies with non-covid studies, Jefferson et al made another elementary lumping error. They combined RCTs in which HCWs had worn protection *some of the time* with RCTs in which they wore them *all the time*.
09:37 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
55. COCHRANE REVIEW
A meta-analysis combining different studies asking different Qs will tend to produce un-nuanced & often negative findings. Mixing paints in a paintbox gives brown.
https://theconversation.co...
09:38 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
56. COCHRANE REVIEW
Here, JenniferNuzzo points out additional subtleties that cast doubt on the masks-don’t-work conclusion (which is not in any case what the authors of the review concluded—at least, not in the review itself).
https://twitter.com/Jennif...
09:39 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
57. COCHRANE REVIEW
Here, Jason Abaluk jabaluk of the impressive Bangladeshi mask RCT argues that the updated Jefferson review made the same mistakes they had made in previous versions.
https://twitter.com/Jabalu...
09:39 AM - Feb 26, 2023
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Trish Greenhalgh
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58. COCHRANE REVIEW
Here, Satoshi Akima @ToshiAkima explains why Cochrane reviews should not be blithely swallowed as an assumed ‘gold standard’.
https://twitter.com/ToshiA...
In response to Trish Greenhalgh.
09:40 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
59. COCHRANE REVIEW
Satoshi argues that whilst RCTs may provide *predictive* evidence (intervention A is more/less likely to produce outcome X than intervention B), they don’t provide *mechanistic* evidence (how does intervention A work?). I’ll come back to this.
09:40 AM - Feb 26, 2023
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Trish Greenhalgh
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In response to Trish Greenhalgh.
60. COCHRANE REVIEW
Here, DanWalker9999, citing BlakeMMurdoch, accuses authors of the Jefferson Cochrane review of “amazing sloppiness” (failing to access and incorporate raw data from Abaluk RCT that was in the public domain).
https://twitter.com/danwal...
09:41 AM - Feb 26, 2023
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