In light of @MRC_Outbreak report on US and UK #COVIDー19 epidemics, better tools for containment are needed to prevent additional waves. As @trvrb and others note, a technological solution should be developed. Singapore govt has just launched the Trace Together app. 1/n
tracetogether.gov.sg is a phone app for contact tracing, which will speed up how quickly the govt can identify potential transmission events and alert potentially infected individuals. 2/n
Trace together uses bluetooth to detect when users have spent more than 30 minutes within 2m of each other, constituting a significant contact event. User ids and contacts are encrypted stored on user's phone and only shared if user is identified as contacting a known case. 3/n
No location data is stored, with only the timing of the contact event stored. This date and time allows the gov't to know which individuals contacted the case when they were infectious. I may be wrong, but without location data this should lessen identifiability issues. 4/n
Reasons why this works for Singapore: 1. People love their phones. Was in SG in Jan and spent time raging that no one looked where they were walking as they are always glued to their phones. 2. Phone penetration in SG is very high 3. Contact tracing has been effective in SG 5/n
4. The app will be widely downloaded due to the SG pop. taking covid response seriously and they have adherence to gov't advice. 5. The app will be downloaded quickly as gov't will advertise the need for the app to be used widely and the SG pop will listen to this. 6/n
Reasons why this will not work (in SG and outside): 1. Travellers from outside SG, which represent a major proportion of SG cases, are unlikely to download the app. 2. Data privacy trust significantly greater issue outside of SG - will impact app adoption rate. 7/n
Although current focus should be on suppression in the UK and US, we do need to spend this time preventing additional waves. I'm not sure what that technological solution looks like but this is definitely a step in the right direction. 8/n
But could we go further? Would all android users be happy if next update included something like this? What would a sharing agreement across countries be to ensure that when global travel resumes we are safeguarded? How could we build pop trust that privacy is not breached? 9/n
Questions we would need to ask: 1. Is country pop. happy with this style of app? 2. How serious would the current epidemic need to be for sentiment to change and by how much? 3. By how much do we slow onward transmission from importations if x% people download this app? 10/n
4. How could we reassure pop that privacy concerns and listening in are minimal? 5. How much more effective is this app if the same app is used by x% of countries? 6. Could this be added to already widespread apps and does this speed up uptake and cross country issues? 11/11
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Our analysis on how official COVID-19 mortality has hindered our understanding of the COVID-19 pandemic globally, what novel approaches have been taken rapidly to fill the data gap and what long term solutions are required. A thread on the story behind this piece:
Firstly, we wrote this article in October 2020 - 1 year ago almost to the day. No journals wanted it at the time - it never even went out to review. They weren’t interested in unreported COVID-19 deaths. They weren't interested in COVID-19 in lower income countries.
At the time, official COVID-19 deaths were being used for comparing the effectiveness of country responses to COVID-19 and everyone was stuck debating/arguing why some countries had “crushed” COVID-19 and why scientists were “baffled” by these differences.
Our report on the largely unobserved COVID-19 epidemic in Damasucs was just published in @natcomms.
I don't like sharing my publications but this one I a really proud of. Why? Well over a year has passed and it still is shocking how much mortality has been missed. A Thread
The main difference is we used the Facebook obituary notifications data set again to show that the "uptick" in mortality reported during Winter 2020 was not accompanied with a large increase in excess mortality.
Our report investigating the under-reporting of COVID-19 deaths in Damascus, Syria was released this morning. This analysis has changed how I view the extent to which COVID-19 has potentially spread unobserved in many parts of the world. 1/n
1. Best estimate is that 1 in 80 deaths due to COVID-19 have been reported as of 2nd September, suggesting that as many as 4,380 deaths may have been missed. 2. Epidemic in Damascus significantly more advanced than reported deaths would suggest 2/n
But how do we arrive at these estimates, in a setting that has been ravaged by war for nearly a decade leading to both weakened surveillance and health systems?