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One in FIVE people might have had coronavirus, modelling suggests

January 13, 2021
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One in FIVE people might have had coronavirus, modelling suggests
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One in five people in England may have already had Covid, according to modelling which estimates the true number of infections is five times higher than the official toll.

The Government’s Covid-19 dashboard says there has been 2.4million cases of the disease since the outbreak began to sweep the UK in January, or four per cent of the country’s population. And Public Health England estimates through its random blood testing that 6.9 per cent of the population has had the disease – around 3.8million people.

But figures produced by data analysis firm Edge Health suggest that the actual number of infections may be as high as 12.4million, the equivalent of 22 per cent of people. 

This could mean that Britain is closer to some degree of herd immunity than previously thought. Scientists believe that once a significant proportion of the population has been infected with Covid already, the virus won’t be able to spread as fast because most of them won’t get re-infected. But this isn’t expected to last forever. 

The model used to arrive at the figure compares Covid-19 deaths in each area of England against an estimated infection fatality rate (IFR) – the proportion of people who catch the virus who die – and the age breakdown of each borough.

Experts worked backwards from the death count for local areas around the country, calculating how many people must have had the virus to cause that many deaths using fatality rates of between 0.00045 and 13 per cent, depending on age.

It revealed that estimated cases are more than five times the official count in 77 places in England, just over half the 149 local authorities analysed.

In some parts of London and Essex — which were the initial hotspots in spring and are now struggling again with the highly infectious new strain — the true infection toll could be eight times higher than the official count, with up to one in two people estimated to have contracted the virus. 

In Manchester and Liverpool, which became the epicentres during autumn as the epidemic shifted north, the actual case number is thought to be six times higher than the Government’s count, with four in 10 having had Covid.  

George Batchelor, co-founder and director of Edge Health, said it was ‘incredible’ how out of whack the official testing regime was with the country’s epidemic, saying it was only painting ‘a fraction of the picture of total infections’.

It’s widely accepted that the actual number of Britons who’ve had the disease is far higher than the official toll because of asymptomatic cases and a lack of testing or people not coming forward for tests. This was particularly true at the start of the pandemic when Britain’s lacklustre testing scheme meant swabs were reserved for the sickest Covid patients in hospital. 

Scroll down to see the true number of infections in YOUR area 

The Government's Covid-19 dashboard says there has been 2.4million cases of the disease since the outbreak swept the UK in February, or four per cent of the country's population. But analysis by Edge Health suggests that the actual number of infections could be as high as 12.4million, the equivalent of 22 per cent of people

The Government’s Covid-19 dashboard says there has been 2.4million cases of the disease since the outbreak swept the UK in February, or four per cent of the country’s population. But analysis by Edge Health suggests that the actual number of infections could be as high as 12.4million, the equivalent of 22 per cent of people

HOW DID THEY WORK OUT THE ‘TRUE’ INFECTION RATES? 

Edge Health calculated its estimates of the real number of people to have been infected with Covid-19 by looking at death numbers and the populations of local areas.

By counting the number of people who have died in a local authority, then comparing the age breakdown of its population with fatality rates for different age groups, the analysts estimated true case counts.

University of Cambridge and Public Health England researchers estimate death rates from coronavirus vary from 0.00045 per cent in under-fives to 13 per cent in over-75s.

To give a simple example, in a community made up entirely of over-75s, with a death rate of 13 per cent, if there were 130 Covid deaths, you would expect there to have been 1,000 cases of the virus, because 130 is 13 per cent of 1,000.

The true calculations are more complex because areas have a much broader mix of age groups, but would follow the same rules.

The team’s estimate took into account the lag it takes for patients to become seriously ill, with deaths occurring from cases that happened up to three weeks before. 

Edge’s data suggests the London boroughs of Barking and Dagenham Newham and Redbridge, and Thurrock in Essex, have had the highest proportion of Covid cases of anywhere in England. 

The model found 54.2 per cent of the population had caught the virus since the pandemic began in Barking, 49 per cent in Newham, 45.4 per cent in Thurrock and 42.9 per cent in Redbridge.

The raw infection data highlights the disparity between the official tally by Public Health England — which is uploaded to the Department of Health dashboard every day — and the true number of cases.

In Barking, Edge Health estimates 115,460 people have previous had Covid, compared to just 14,665 confirmed PHE cases. 

There was a similar theme in Newham, where there were an estimated 173,058 infections to PHE’s 21,683. In Thurrock the figure was 79,223 versus 12,007 and in Redbridge it was 130,806 compared to 22,125. 

The model estimates 39 per cent of the populations in Liverpool and Manchester have had Covid at some point, with 193,428 and 213,389 infections, respectively. Those estimates are six times higher than the official tolls.

The four areas with the lowest infections are all in the South West — in Devon (5.9 per cent), Dorset (5.8 per cent), Cornwall (4.8 per cent) and Torbay (7.5 per cent). Because Covid relies on dense populations and lots of social interactions to spread, rural areas have been spared the worst of its effects.

Edge Health estimated the total cases by looking at the total number of Covid-19-attributed deaths, published by the Office for National Statistics, in each local authority area.

The team then worked backwards to estimate the number of cases that must have occurred in order to lead to the deaths. They did this using modelling which took into account the age demographic in each area.

Chris Whitty warns ‘next few weeks will be worst’ yet as ministers may ‘only allow people to leave home ONCE a week, ban chat in supermarkets and bring in curfews’ amid fears of 2,000 deaths a DAY 

Chris Whitty today warned the next few weeks are set to be the worst yet for the NHS as the government begs people not to ‘push the boundaries’ of the lockdown – and threatens to make it even tougher.

The chief medical officer took to the airwaves to highlight the scale of the threat, saying that there are 30,000 people in hospital compared to the peak of 18,000 in April.

Amid a crackdown on stopping to chat in the street and in shops, Prof Whitty urged people to remember that ‘every unnecessary contact’ was an opportunity for the virus to spread.

He insisted that although the the NHS was in the ‘most dangerous situation anyone can remember’ vaccines mean the UK can be back to normal in ‘months not years’ – but he cautioned that the situation is a long way from that currently.

The intervention came amid fears that the number of daily deaths is on track to rise to 2,000, with Boris Johnson looking at tightening the national lockdown rules even more dramatically if cases keep surging.

A Whitehall source told MailOnline ministers have discussed going as far as saying people can only leave the house once a week – although No10 today denied this was on the cards. Other ideas include compulsory mask-wearing outdoors and a ban on extended bubbles.

Vaccines minister Nadhim Zahawi this morning suggested that shops are in the firing line, stressing the need for everyone to wear masks and follow one-way systems in supermarkets. He appealed for people not to stop and chat to friends they bump into while outside their homes.

Limits on individuals from different households exercising together also look to be in the pipeline as the government scrambles for ways of lowering transmission.

Prof Whitty told BBC Breakfast: ‘We have a very significant problem. The next few weeks are going to be the worst weeks of this pandemic in terms of the numbers into the NHS.’

He added: ‘This is everybody’s problem.’

Prof Whitty said: ‘This is the most dangerous time we have really had in terms of numbers into the NHS at this particular time.’

The UK announced a further 573 coronavirus deaths yesterday in the highest Sunday rise since April, and the third-deadliest Sunday of the entire pandemic as it emerged as many as one in five of all people in England may have had coronavirus. It could be as high as one in two people in some areas of east London and Essex, the modelling by Edge Health claims.

Infections also continue to be high, with 54,940 announced yesterday – the thirteenth day in a row they have been above the 50,000 mark.

 

George Batchelor, the co-founder and director of Edge Health, told the Guardian: ‘Reported tests are only a fraction of the picture of total infections, which show how badly hit London and the north-west have been during the pandemic. 

‘It is incredible that the level of understanding of where and how infections are occurring is not greater at this stage, since it would allow control measures to be more targeted.

‘Even with imminent vaccinations, it is crucial to develop this understanding so that future variants of the virus can be effectively controlled and managed.’

The greater the number of people who have been infected with Covid-19, the more likely it is that some communities have a level of natural protection from the illness.

People generally do not get Covid-19 a second time within at least a year of their first infection, scientists have found, which means previously-infected people act as roadblocks for the virus as it tries to spread between people.

If enough people are immune in this way, or immune through vaccination, the spread of the virus is slower because its pool of potential victims is smaller.

When this applies to a significant section of the population, communities can start to develop what’s called herd immunity. For Covid, however, it’s likely that more than 60 per cent of people would need to be infected for this to take effect.  

It comes as Chris Whitty today warned the next few weeks are set to be the worst yet for the NHS as the government threatened to make lockdown even tougher.

The chief medical officer took to the airwaves to highlight the scale of the threat, saying that there are 30,000 people in hospital compared to the peak of 18,000 in April.

Amid a crackdown on stopping to chat in the street and in shops, Prof Whitty urged people to remember that ‘every unnecessary contact’ was an opportunity for the virus to spread.

He insisted that although the the NHS was in the ‘most dangerous situation anyone can remember’ vaccines mean the UK can be back to normal in ‘months not years’ – but he cautioned that the situation is a long way from that currently.

The intervention came amid fears that the number of daily deaths is on track to rise to 2,000, with Boris Johnson looking at tightening the national lockdown rules even more dramatically if cases keep surging.

There are claims ministers have discussed going as far as saying people can only leave the house once a week – although No10 today denied this was on the cards – as well as compulsory mask-wearing outdoors and a ban on extended bubbles.

Vaccines minister Nadhim Zahawi this morning suggested that shops are in the firing line, stressing the need for everyone to wear masks and follow one-way systems in supermarkets. He appealed for people not to stop and chat to friends they bump into while outside their homes.

Limits on individuals from different households exercising together also look to be in the pipeline as the government scrambles for ways of lowering transmission.

Prof Whitty told BBC Breakfast: ‘We have a very significant problem. The next few weeks are going to be the worst weeks of this pandemic in terms of the numbers into the NHS.’ He added: ‘This is everybody’s problem.’

Prof Whitty said: ‘This is the most dangerous time we have really had in terms of numbers into the NHS at this particular time.’

The UK announced a further 573 coronavirus deaths yesterday in the highest Sunday rise since April, and the third-deadliest Sunday of the entire pandemic as it emerged as many as one in five of all people in England may have had coronavirus. It could be as high as one in two people in some areas of east London and Essex, the modelling by Edge Health claims.

Infections also continue to be high, with 54,940 announced yesterday – the thirteenth day in a row they have been above the 50,000 mark.

HOW MANY PEOPLE HAVE REALLY HAD COVID IN YOUR AREA?
Local authority% population estimated infectedEstimated casesConfirmed cases (PHE)
Barking and Dagenham54.20%115,46014,665
Newham49.00%173,05821,683
Thurrock45.40%79,22312,007
Redbridge42.90%130,80622,125
Havering42.40%110,06319,316
Tower Hamlets39.80%129,31419,387
Liverpool38.80%193,42830,672
Manchester38.60%213,38937,471
Rochdale38.00%84,49315,409
Salford37.80%97,74216,117
Oldham37.60%89,12917,385
Tameside36.50%82,57212,438
Blackburn with Darwen36.00%53,92512,475
Sandwell35.20%115,73518,752
Hackney and City of London35.10%101,99514,108
Brent34.90%115,10115,744
Nottingham33.70%112,24721,021
Wigan33.30%109,48920,441
Birmingham33.20%378,80660,046
Waltham Forest33.20%91,84716,164
Stoke-on-Trent32.80%84,11413,594
Kingston upon Hull, City of32.70%84,88513,577
Bury32.60%62,31112,286
Medway32.20%89,81519,063
Slough32.00%47,8038,501
Leicester31.90%113,16423,517
Barnsley31.40%77,59912,957
Luton31.40%66,94611,346
Doncaster31.40%97,82715,664
Rotherham30.80%81,66714,209
Sunderland30.60%85,06914,641
Bradford30.50%164,44634,511
Walsall30.20%86,31614,379
Croydon30.10%116,25718,388
Haringey29.90%80,28213,076
Southend-on-Sea29.40%53,8429,659
Reading29.30%47,4825,974
South Tyneside29.00%43,8058,207
Derby28.90%74,46811,632
Merton28.80%59,5109,995
Bedford28.70%49,8187,631
Bolton28.70%82,64917,909
Ealing28.40%97,12917,087
Hounslow28.30%76,79613,701
Lewisham28.30%86,45913,104
Harrow28.10%70,52112,461
Wolverhampton27.60%72,67414,136
Lambeth27.40%89,18414,552
Knowsley27.30%41,21410,115
Leeds27.20%215,74943,454
Stockton-on-Tees27.10%53,45710,207
Blackpool27.00%37,6866,573
Middlesbrough27.00%38,0337,636
County Durham26.90%142,36926,227
Hartlepool26.60%24,8835,984
Warrington26.30%55,29411,550
Milton Keynes26.30%70,88412,163
Hillingdon26.30%80,69815,273
Barnet26.20%103,84718,752
Greenwich26.10%75,28913,427
Enfield26.10%87,06219,504
Bexley25.70%63,71915,059
Wakefield25.60%89,20816,985
Sheffield25.30%147,93930,848
Sutton25.00%51,6019,847
Trafford24.80%58,79111,290
Darlington24.80%26,4464,760
Gateshead24.60%49,6199,990
Hammersmith and Fulham24.30%45,0758,005
Newcastle upon Tyne24.20%73,26918,203
Southwark24.00%76,67013,716
Kirklees23.90%104,99523,476
Wandsworth23.80%78,31714,008
Lancashire23.80%289,72364,245
Staffordshire23.10%202,87038,051
Kent23.00%364,42779,903
Sefton23.00%63,56814,018
Wirral22.50%72,83914,364
Northamptonshire22.10%166,64125,970
Solihull22.10%47,8348,827
Halton21.90%28,3756,875
Islington21.80%52,9079,644
Cheshire West and Chester21.70%74,61313,665
Essex21.60%321,85872,513
Stockport21.60%63,23613,561
Kingston upon Thames21.40%38,0528,050
St. Helens21.20%38,2519,826
Wokingham21.00%35,9615,155
Dudley20.60%66,23915,865
Central Bedfordshire20.60%59,4229,402
Hertfordshire20.10%238,87046,668
Derbyshire19.90%159,93529,981
Coventry19.90%73,80213,562
Cheshire East19.60%75,41713,604
Nottinghamshire19.60%162,48233,527
Redcar and Cleveland19.20%26,2655,864
North East Lincolnshire18.80%29,9646,256
Cumbria18.60%93,23716,412
Peterborough18.50%37,3788,155
North Tyneside17.90%37,2218,603
Lincolnshire17.80%135,66527,109
Bromley17.40%57,93816,379
Warwickshire17.20%99,55219,417
Surrey17.20%205,17743,581
North Lincolnshire17.10%29,4966,421
Bristol, City of16.90%78,42420,274
Richmond upon Thames16.90%33,4667,123
Portsmouth16.80%36,2098,412
Windsor and Maidenhead16.80%25,4255,341
Leicestershire16.60%117,46928,219
Northumberland16.60%53,41712,108
Westminster16.50%43,0908,807
East Riding of Yorkshire16.30%55,75912,779
Brighton and Hove16.10%46,8298,462
Gloucestershire15.70%99,88114,410
Kensington and Chelsea15.50%24,2245,632
Calderdale15.40%32,58510,186
Buckinghamshire14.90%80,89018,581
Bracknell Forest14.90%18,2034,332
Southampton14.80%37,3607,685
York14.60%30,7878,101
Swindon14.50%32,2646,966
Worcestershire14.40%85,50617,629
East Sussex14.30%79,53117,892
Camden14.20%38,2448,970
North Yorkshire13.70%84,45819,359
Suffolk13.60%103,85416,373
West Berkshire13.40%21,2623,804
South Gloucestershire13.00%37,0569,458
Telford and Wrekin12.80%23,0106,055
Oxfordshire12.30%85,41020,640
Hampshire12.20%169,12035,806
Bournemouth, Christchurch and Poole11.70%46,35812,276
Shropshire11.70%37,6538,248
West Sussex11.50%99,33722,086
Wiltshire11.40%57,0409,037
North Somerset11.30%24,3006,371
Cambridgeshire10.10%65,99214,886
Norfolk9.80%88,64622,066
Herefordshire, County of9.50%18,4073,987
Isle of Wight9.40%13,3322,851
Rutland8.90%3,550812
Bath and North East Somerset8.90%17,1545,260
Somerset8.30%46,76811,148
Plymouth7.60%19,9735,745
Torbay7.50%10,2572,436
Devon5.90%47,54813,268
Dorset5.80%21,8565,737
Cornwall4.80%27,6177,325



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