More or Less Behind the Statistics
More or Less Behind the Statistics

A new Covid-19 drug and a second wave

The steroid Dexamethasone has been hailed a “major breakthrough” in the treatment of Covid-19. But what does the data say? Plus, why haven’t mass protests led to a second wave?

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Episode Summary

Executive Summary: The episode examines why Black Lives Matter protests did not trigger a clear COVID-19 spike, arguing outdoor transmission is much lower than indoor spread and that masks/distancing helped. It then analyzes the dexamethasone trial, explaining that benefits depend on patient severity: it saves lives for ventilated or oxygen-requiring patients, but not those without oxygen.

Main Topics: Why Black Lives Matter protests didn’t cause a visible COVID-19 surge (Priority: 5/5): The program reviews UK and US data and finds no clear post-protest spike attributable to the demonstrations, despite early warnings about mass gatherings. Outdoor vs indoor transmission risk (Priority: 5/5): Experts argue that transmission is far more likely in indoor, cold, crowded settings than outside, helping explain the limited apparent effect of outdoor protests. What conditions drive outbreaks (Priority: 4/5): The discussion highlights care homes, hospitals, cruise ships, churches, prisons, and meat-processing plants as typical outbreak sites because they combine close contact and indoor conditions. Germany’s R number and localized outbreaks (Priority: 4/5): A rise in Germany’s reproduction number was shown to be driven by one large factory outbreak rather than a broad national resurgence, illustrating how small case counts can distort R. Interpreting dexamethasone trial results (Priority: 5/5): The episode breaks down a UK trial of more than 6,000 patients and explains that dexamethasone reduces deaths among patients on oxygen or ventilators, but not among those who do not need oxygen. Absolute vs relative risk in reporting drug efficacy (Priority: 5/5): Listeners’ confusion about 'one-third lower risk' versus 'one life saved in eight' is resolved by showing these are two different ways to express the same effect.

Key Arguments: Outdoor gatherings appear less likely to spread COVID-19 than indoor ones, especially when participants use masks and distancing. Transmission risk depends heavily on environment: the virus survives longer and spreads more readily in cold, enclosed, crowded places. Not all large gatherings are equally dangerous; how people travel to events, eat, and use toilets also affects risk. A spike in Germany’s R was caused by a single localized meat-processing outbreak, not widespread national transmission. Dexamethasone benefits are concentrated among patients who are already seriously ill and receiving oxygen or ventilation. The drug shows no benefit, and possibly harm, for patients who do not require oxygen. Relative risk reduction and absolute numbers can both be correct: about a one-third reduction among ventilated patients corresponds to about 1 in 8 lives saved.

Data Points: UK study size for dexamethasone trial: More than 6,000 patients - Trial analyzed in the second half of the episode Normal treatment group: 4,321 patients - Patients who received usual care Dexamethasone group: 2,104 patients - Patients given dexamethasone in the trial Mortality in normal treatment group: Just over 24% - Died within 28 days Mortality in dexamethasone group: Just over 21% - Died within 28 days Patients needed to prevent one death on mechanical ventilation: Around 8 - Estimated number needing treatment to save one life Patients needed to prevent one death on oxygen: Around 25 - Estimated number needing treatment to save one life German outbreak size: More than 1,500 employees tested positive - Meat-processing factory outbreak that affected Germany’s R number Germany R number: 0.59 - Estimated at the time of broadcast after falling back below 1 U.S. city analysis: More than 300 cities - NBER analysis found no evidence protests reignited spread in three weeks Ventilator subgroup relative risk reduction: About one-third lower - Comparison of mortality risk in ventilated patients receiving dexamethasone Absolute benefit in ventilated patients: 12 fewer deaths per 100 - Illustration used to explain the 1-in-8 figure

Pivotal Quotes: "preliminary research seems to show that this virus dies within minutes outside" — Professor Devi Schrieder: Explaining why outdoor protests may have had less transmission risk than expected "the beneficial effect is dependent on using the right dose, at the right time, in the right patient" — The study authors (as quoted in the report): Framing the dexamethasone trial results "there's just two different ways of looking at the risk" — Kate Lambell: Clarifying why both 'one-third lower risk' and 'one in eight lives saved' are valid

Implications: Listeners should interpret outbreak data by setting, not just crowd size. For treatments, context matters: dexamethasone is valuable for severe COVID-19, but statistics can look different depending on whether risk is expressed relatively or absolutely.

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About More or Less Behind the Statistics

Tim Harford and the More or Less team try to make sense of the statistics which surround us. From BBC Radio 4

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