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Coronavirus – weekly update – 29 April 2020

Coronavirus – weekly update – 29 April 2020

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  • Reopening economies: more haste, less speed
  • Watching for a fresh spike in the curve
  • Mass testing remains an important signpost
  • Markets switch into risk-on mode
  • A key week for central banks

The COVID-19 caseload has now reached almost 3 million infected cases and there have been over 210 000 fatalities. The death toll is on the decline now in Europe and appears to have plateaued in the US, albeit at a high level. As always, we highlight that caution must be taken in interpreting the data in both the time series and the cross section, given the different approaches to measurement and testing across countries.

Exhibit 1

Reopening economies: more haste, less speed

It is important to put the relative success in suppressing the spread of the virus in context. It has been achieved through placing many societies in lockdown. Now, a number of countries are preparing to exit the shutdown. Plans vary from place to place, both in terms of the pace and the extent to which measures are relaxed and the detail available in the public domain.

For example, consider the following:

  • France: Prime Minister Edouard Philippe announced a plan to begin reopening the economy from 11 May – with implementation varying from region to region. Companies will be encouraged to persist with teleworking. Public transport will resume. Schools will reopen gradually from 11 May, albeit with social distancing rules limiting class sizes. Cafes, restaurants and venues which host large numbers of people (such as cinemas) remain closed. Large gatherings of more than 5 000 people will remain prohibited until September.
  • Spain: the prime minister announced a multi-stage exit plan to be completed over six to eight weeks, with the pace of implementation varying from province to province. It allows for a gradual reopening of society – from restaurants and cinemas to places of worship – often subject to social distancing restrictions (for example, restaurants’ capacity is limited to a third). Long-distance travel may still be prohibited and face masks would be ‘highly recommended’ when public transport resumes.

The motivation for the exits is clear. In the words of Edouard Philippe: “We must protect the French without immobilising the country to the point where it collapses.”

Watching for a fresh spike in the curve

However, there is a real risk of a second wave erupting as the extreme measures are lifted. That is, the caseload could start to rise rapidly again. That may force a cessation of the exit measures at the very least and potentially the re-imposition of stricter measures that would cause renewed economic stress.

Indeed, Jasmina Panovska-Griffiths, a senior research fellow and lecturer in mathematical modelling at University College London, argues that these multiple waves are a characteristic feature of this kind of pandemic.[1]

“The 4 major flu pandemics of the past century – the Spanish flu, Asian flu, 1968-70 Hong Kong flu and swine flu – came in several waves, too. The 1918 Spanish flu pandemic that killed more than 50 million people hit in three waves, with the second killing more people than the first.”

A second wave is not inevitable. Governments can calibrate their exit strategy carefully to control the spread of the population to suppress the spread of the virus. Not every country will be able to relax measures at the same pace.

Mass testing remains an important signpost

The capacity of the authorities to conduct diagnostic testing and contact tracing on an industrial scale to catch new cases as they emerge will likely prove a key constraint on exiting any restrictions.  

In some cases, it is possible that the virus has already affected enough people that the population is approaching herd immunity, so that the virus can no longer spread easily from person to person. Sweden’s ambassador to the US has claimed that Stockholm may soon approach this situation.

However, the consensus among scientists is that the majority of the population in many countries will need to be exposed to the virus before herd immunity is established. Current estimates suggest that even in the urban hotspots such as New York City, we are far short of herd immunity.

Markets switch into risk-on mode

The evolution of new cases and in particular new fatalities in countries which exit lockdown is a key sign-post for the market. The faster those countries can ease the quarantine measures, the sooner they can resuscitate their economies.

With much of the global economy still in lockdown, concerns about a second wave may still be rife among investors, while a vaccine is still elusive.

However, news of falls in the number of new COVID-19 cases and a move towards a relaxation of lockdowns in some countries has given a more optimistic tone to markets over the last week. For example, the US S&P 500 equity index erased roughly half of the loss sustained between 14 February and 23 March. In our view, late March was certainly not the right time to sell risk assets.

Exhibit 2

A key week for central banks

This week, ending 1 May, is a key week for central banks – the Bank of Japan (BoJ) met on Monday, the Federal Open Market Committee (FOMC) meets today and the ECB on Thursday.

• The BoJ on Monday removed the numerical guidance of JPY 80 trillion per year on its JGB government bond purchases. While, by itself, this does not imply a loosening of monetary policy as the BoJ’s current yield curve control (YCC) framework already allows for unlimited JGB purchases, it does have an important symbolic value. By buying “without setting an upper limit,” the central bank might strengthen the impression in the market that it is moving towards debt monetisation, pointing to a potential direction for other central banks. This action should keep the yen lower and prevent yields from rising.

• A reassertion by Fed Chair Powell of his ‘whatever it takes’ approach is expected along with an assessment of the economic outlook and the Fed’s response. This scheduled FOMC meeting is the first since the emergency actions taken through inter-meeting decisions on 3, 15 and 23 March. We expect Mr Powell to announce the expansion of the USD 500 billion MLF (state & local government) and the USD 600 billion MSNLF/MSELF (SME) facilities. These are yet to be launched and should further help improve access to US dollar liquidity.

• The ECB may also send a strong message – namely that it is ready to increase the PEPP asset purchase envelope to buy BB rated bonds if needed. This is a potentially important move in view of the recent increase in bond risk premiums. The ECB’s decision last week to relax its collateral eligibility criteria to include BB paper paves the way for this next step. This announcement was key in underpinning support for ‘peripheral’ eurozone bonds.

• The European Union Council last week failed to provide a definitive answer to the question of how the fiscal bill of COVID-19 will be split across the EU. It did agree in principle to set up a ‘recovery fund’. However, there was no agreement on the size, funding, distribution and timing. Hopefully, the council will agree on some of these points by the next meeting on 6 May. Lack of agreement on the ‘recovery fund’ remains a key risk for Europe, the euro and ‘peripheral’ bond markets in particular.

Oil continues to trade weak, especially ahead of the next WTI futures contract expiry. We see this putting pressure on the external accounts of oil producers the GCC, Colombia and Mexico. However, it should be good for the trade balances of Japan, Turkey, India and South Africa. This should continue to drive up dispersion in emerging markets.

• The continued rise in jobless claims in the US is pointing to double-digit unemployment rates. This could imply a significant rise in mortgage and other consumer loan delinquencies, potentially greater than that seen in 2008. While the fiscal injection through the CARES Act should help alleviate some of this stress, the effectiveness of the current support programmes remains to be seen.

• Latest data out of Asia, where we are seeing lockdowns being lifted, still points to continuing weak consumer activity as people remain wary of taking public transport and engaging in activities that could bring them into contact with a high number of people. This could be a good pointer to the economies of those countries that are looking to partially lift their lockdowns.

Earnings season continues, with analysts repeatedly cutting their estimates. There have been positive surprises, but the market is more focused on the prospect of economies reopening and earnings recovering in 2021. As a result, equities have continued to trade at record high price/earnings multiples. Given what futures are telling us about dividends and volatility in 2021-22, these multiples look challenging.

Asset allocation view

In summary, we believe our set of signposts will become ever more important now that valuations have been reset and there is greater two-way risk.

In terms of asset allocation, we continue to be long market risk strategically. We recently entered an overweight position in European and US investment-grade credit (financed by government bonds) and are long emerging market and UK equities; long commodities and long EM hard currency debt.

However, we also lowered our risk exposure tactically with short positions in the S&P 500 and in eurozone equities ahead of more news on the economic damage caused by the virus and given the risks associated with the exit strategies from lockdowns. We are now waiting patiently for a market setback to increase our risk exposure again in the near future.

Denis Panel, Chief Investment Officer Multi Assets & Quantitative Solutions, and Marina Chernyak, senior economist and coordinator of COVID-19 research.


[1] Also see Coronavirus: when should we lift the lockdown? on https://theconversation.com/coronavirus-when-should-we-lift-the-lockdown-136473


Any views expressed here are those of the author as of the date of publication, are based on available information, and are subject to change without notice. Individual portfolio management teams may hold different views and may take different investment decisions for different clients.

The value of investments and the income they generate may go down as well as up and it is possible that investors will not recover their initial outlay. Past performance is no guarantee for future returns.

Investing in emerging markets, or specialised or restricted sectors is likely to be subject to a higher-than-average volatility due to a high degree of concentration, greater uncertainty because less information is available, there is less liquidity or due to greater sensitivity to changes in market conditions (social, political and economic conditions).

Writen by Marina Chernyak. The post Coronavirus – weekly update – 29 April 2020 appeared first on Investors' Corner - Der offizielle Blog von BNP Paribas Asset Management.

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New IRS Report Provides Fascinating Glimpse Into Your “Fair Share”

New IRS Report Provides Fascinating Glimpse Into Your "Fair Share"

Authored by Simon Black via SovereignMan.com,

Every year the IRS publishes…

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New IRS Report Provides Fascinating Glimpse Into Your "Fair Share"

Authored by Simon Black via SovereignMan.com,

Every year the IRS publishes a detailed report on the taxes it collects. And the statistics are REALLY interesting.

A few weeks ago the agency released its most recent report. So this is the most objective, up-to-date information that exists about taxes in America.

This is important, because, these days, it’s common to hear progressive politicians and woke mobsters calling for higher income earners and wealthier Americans to pay their “fair share” of taxes.

But this report, directly from the US agency whose job it is to tax Americans, shows the truth:

The top 1% of US taxpayers paid 48% of total US income taxes.

And that’s just at the federal level, not even counting how much of the the local and state taxes the wealthy paid.

Further, the top 10% paid nearly 72% of total income taxes.

Meanwhile, the bottom 40% of US income tax filers paid no net income tax at all. And the next group, those making between $30-$50,000 per year, paid an effective rate of just 1.9%.

(Again, this is not some wild conspiracy theory; these numbers are directly from IRS data.)

But the fact that 10% of the taxpayers foot nearly three-fourths of the tax bill still isn’t enough for the progressive mob. They want even more.

The guy who shakes hands with thin air, for example, recently announced that he wants to introduce a new law that would create a minimum tax of 25% on the highest income earners.

But the government’s own statistics show that the highest income earners in America— those earning more than $10 million annually— paid an average tax rate of 25.5%. That’s higher than Mr. Biden’s 25% minimum.

So he is essentially proposing an unnecessary solution in search of a problem.

I bring this up because whenever you hear the leftist Bolsheviks in government and media talking about “fair share”, they always leave out what exactly the “fair share” is.

The top 1% already pay nearly half the taxes. Exactly how much more will be enough?

Should the top 1% pay 60% of all taxes? 80%? At what point will it be enough?

They never say. They’ll never commit to a number. They just keep expanding their thinking scope.

Elizabeth Warren, for example, quite famously stopped talking about the “top 1%” and started whining about the “top 5%”. And then the “top 10%”.

She has already decided that the top 5% of wealthy households should not be eligible for student loan forgiveness or Medicare.

And when she talks about “accountable capitalism” on her website, Warren calls out the top 10% for having too much wealth, compared to the rest of households.

Soon enough it will be the “top 25%” who are the real problem…

Honestly this whole way of thinking reminds me of Anthony “the Science” Fauci’s pandemic logic on lockdowns and mask mandates.

You probably remember how reporters always asked “the Science” when life could go back to normal… and he always replied that it was a function of vaccine uptake, i.e. whenever enough Americans were vaccinated.

But then he kept moving the goal posts. 50%. 60%. 70%. It was never enough. And there was never a concrete answer.

This same logic applies to what the “experts” believe is the “fair share” of taxes which the top whatever percent should pay.

They’ll never actually say what the fair share is. But my guess is that they won’t stop until 100% of taxes are paid by the top 10% … and the other 100% of taxes are paid by the other 90%.

Tyler Durden Wed, 03/29/2023 - 11:25

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Financial Stress Continues to Recede

Overview: Financial stress continues to recede. The Topix bank index is up for the second consecutive session and the Stoxx 600 bank index is recovering…

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Overview: Financial stress continues to recede. The Topix bank index is up for the second consecutive session and the Stoxx 600 bank index is recovering for the third session. The AT1 ETF is trying to snap a four-day decline. The KBW US bank index rose for the third consecutive session yesterday. More broadly equity markets are rallying. The advance in the Asia Pacific was led by tech companies following Alibaba's re-organization announcement. The Hang Seng rose by over 2% and the index of mainland shares rose by 2.2%. Europe's Stoxx 600 is up nearly 1% and US index futures are up almost the same. Benchmark 10-year yields are mostly 1-3 bp softer in Europe and the US.

The dollar is mixed. The Swiss franc is leading the advancers (~+0.3%) while euro, sterling and the Canadian dollar are posting small gains. The Japanese yen is the weakest of the majors (~-0.6%). The antipodeans and Scandis are also softer. A larger than expected decline in Australia's monthly CPI underscores the likelihood that central bank joins the Bank of Canada in pausing monetary policy when it meets next week. Most emerging market currencies are also firmer today, and the JP Morgan Emerging Market Currency Index is higher for the third consecutive session. Gold is softer within yesterday's $1949-$1975 range. The unexpectedly large drop in US oil inventories (~6 mln barrels according to report of API's estimate, which if confirmed by the EIA later today would be the largest drawdown in four months) is helping May WTI extend its gains above $74 a barrel. Recall that it had fallen below $65 at the start of last week.

Asia Pacific

The US dollar is knocking on the upper end of its band against the Hong Kong dollar, raising the prospect of intervention by the Hong Kong Monetary Authority. It appears to be driven by the wide rate differential between Hong Kong and dollar rates (~3.20% vs. ~4.85%). Although the HKMA tracks the Fed's rate increases, the key is not official rates but bank rates, and the large banks have not fully passed the increase. Reports suggest some of the global banks operating locally have raised rates a fraction of what HKMA has delivered. The root of the problem is not a weakness but a strength. Hong Kong has seen an inflow of portfolio and speculative capital seeking opportunities to benefit from the mainland's re-opening.  Of course, from time-to-time some speculators short the Hong Kong dollar on ideas that the peg will break. It is an inexpensive wager. In fact, it is the carry trade. One is paid well to be long the US dollar. Pressure will remain until this consideration changes. Eventually, the one-country two-currencies will eventually end, but it does not mean it will today or tomorrow. As recently as last month, the HKMA demonstrated its commitment to the peg by intervening. Pressure on the peg has been experienced since last May and in this bout, the HKMA has spent around HKD280 defending it (~$35 bln).

The US and Japan struck a deal on critical minerals, but the key issue is whether it will be sufficient to satisfy the American congress that the executive agreement is sufficient to benefit from the tax- credits embodied in the Inflation Reduction Act. The Biden administration is negotiating a similar agreement with the EU. The problem is that some lawmakers, including Senator Manchin, have pushed back that it violates the legislature's intent on the restrictions of the tax credit. Manchin previously threatened legislation that would force the issue. The US Trade Representative Office can strike a deal for a specific sector without approval of Congress, but that specific sector deal (critical minerals) cannot then meet the threshold of a free-trade agreement to secure the tax incentives. 

The Japanese yen is the weakest of the major currencies today, dragged lower by the nearly 20 bp rise in US 10-year yields this week and the end of the fiscal year related flows. Some dollar buying may have been related to the expirations of a $615 mln option today at JPY131.75. The greenback tested the JPY130.40 support we identified yesterday and rebounded to briefly trade above JPY132.00 today, a five-day high.  However, the session high may be in place and support now is seen in the JPY131.30-50 band. Softer than expected Australian monthly CPI (6.8% vs. 7.4% in January and 7.2% median forecast in Bloomberg's survey) reinforced ideas that the central bank will pause its rate hike cycle next week. The Australian dollar settled near session highs above $0.6700 in North America yesterday and made a margin new high before being sold. It reached a low slightly ahead of $0.6660 in early European turnover. The immediate selling pressure looks exhausted and a bounce toward $0.6680-90 looks likely. On the downside, note that there are options for A$680 mln that expire today at $0.6650. In line with the developments in the Asia Pacific session today, the US dollar is firmer against the Chinese yuan. However, it held below the high seen on Monday (~CNY6.8935). The dollar's reference rate was set at CNY6.8771, a bit lower than the median projection in Bloomberg's forecast (~CNY6.8788). The sharp decline in the overnight repo to its lowest since early January reflect the liquidity provisions by the central bank into the quarter-end.

Europe

Reports suggest regulators are finding that one roughly 5 mln euro trade on Deutsche Bank's credit-default swaps last Friday, was the likely trigger of the debacle. The bank's market cap fell by1.6 bln euros and billions more off the bank share indices. Then there is the US Treasury market, where the measure of volatility (MOVE) has softened slightly from last week when it rose to the highest level since the Great Financial Crisis. While the wide intraday ranges of the US two-year note have been noted, less appreciated are the large swings in the German two-year yield. Before today, last session with less than a 10 bp range was March 8. In the dozen sessions since, the yield has an average daily range of around 27 bp. The rapid changes and opaque liquidity in some markets leading to dramatic moves challenges the price discovery process. The speed of movement seems to have accelerated, and reports that Silicon Valley Bank lost $40 bln of deposits in a single day.

Italy's Meloni government will tap into a 21 bln euro reserve in the budget to give a three-month extension of help to low-income families cope with higher energy bills but eliminate it for others. It is projected to cost almost 5 billion euros. The energy subsidies have cost about 90 mln euros. Most Italian families are likely to see higher energy bills, though gas will still have a lower VAT. Meloni also intends to adjust corporate taxes to better target them and cost less. Separately, the government is reportedly considering reducing or eliminating the VAT on basic food staples. Meanwhile, the EU is delaying a 19 bln euro distribution to Italy from the pandemic recovery fund. The aid is conditional on meeting certain goals. The EU is extending its assessment phase to review a progress on a couple projects, licensing of port activities, and district heating. These are tied to the disbursement for the end of last year. The EU acknowledged there has been "significant" progress. Italy has received about a third of the 192 bln euros earmarked for it. Despite the volatile swings in the yields, Italy's two-year premium over Germany is within a few basis points of the Q1 average (~46 bp). The same is true of the 10-year differential, which has averaged about 187 bp this year. 

After slipping lower in most of the Asia Pacific session, the euro caught a bid late that carried into the European session and lifted it to session highs near $1.0855. The session low was set slightly below $1.0820 and there are nearly 1.6 bln euros in option expirations today between two strikes ($1.0780 and $1.0800). Recall that on two separate occasions last week, the euro be repulsed from intraday moves above $1.09. A retest today seems unlikely, but the price actions suggest underlying demand. Sterling has also recovered from the slippage seen early in Asia that saw it test initial support near $1.2300. Yesterday, it took out last week's high by a few hundredths of a cent, did so again today rising to slightly above $1.2350. However, here too, the intraday momentum indicators look stretched, cautioning North American participants from looking for strong follow-through buying.

America

What remains striking is the divergence between the market and the Federal Reserve. On rates they are one way. Fed Chair Powell was unequivocal last week. A pause had been considered, but no one was talking about a rate cut this year. The market is pricing in a 4.72% average effective Fed funds rate in July. On the outlook for the economy this year, they are the other way. The median Fed forecast was for the economy to grow by 0.4% this year. The median forecast in Bloomberg's survey anticipated more than twice the growth and projects 1.0% growth this year. As of the end of last week, the Atlanta Fed sees the US expanding by 3.2% this quarter (it will be updated Friday). The median in Bloomberg's survey is half as much. 

The US goods deficit in February was a little more than expected and some of the imports appeared to have gone into wholesale inventories, which unexpectedly rose (0.2% vs. -0.1% median forecast in Bloomberg's survey). Retail inventories jumped 0.8%, well above the 0.2% expected and biggest increase since last August. Given the strength of February retail sales (0.5% for the measure that excludes autos, gasoline, food services and building materials, after a 2.3% rise in January), the increase in retail inventories was likely desired. FHFA houses prices unexpectedly rose in January (first time in three months, leaving them flat over the period). S&P CoreLogic Case-Shiller's measure continued to slump. It has not risen since last June. The Conference Board's measure of consumer confidence rose due to the expectations component. This contrasts with the University of Michigan's preliminary estimate that showed the first decline in four months. Moreover, when its final reading is announced at the end of the week, the risk seems to be on the downside, according to the Bloomberg survey. Meanwhile, surveys have shown that the service sector has been faring better than the manufacturing sector. However, the decline in the Richman Fed's business conditions, while its manufacturing survey improved, coupled with the sharp decline in the Dallas Fed's service activity index may be warning of weakness going into Q2.

The US dollar flirted with CAD1.38 at the end of last week is pushing through CAD1.36 today to reach its lowest level since before the banking stress was seen earlier this month. The five-day moving average has crossed below the 20-day moving average for the first time since mid-February. Canada's budget announced late yesterday boosts the deficit via new green initiatives and health spending, while raising taxes, including a new tax on dividend income for banks and insurance companies from Canadian companies. The market appears to be still digesting the implications. Today's range has thus far been too narrow to read much into it. The greenback has traded between roughly CAD1.3590 and CAD1.3615. On the other hand, the Mexican peso has continued to rebound from the risk-off drop that saw the US dollar surge above MXN19.23 (March 20). The dollar is weaker for fifth consecutive session and seventh of the last nine. It finished last week near MXN18.4450 and fell to about MXN18.1230 today, its lowest level since March 9. However, the intraday momentum indicators are stretched, and the greenback looks poised to recover back into the MXN18.20-25 area. Banxico meets tomorrow and is widely expected to hike its overnight target rate by a quarter-of-a-point to 11.25%.

 


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The ONS has published its final COVID infection survey – here’s why it’s been such a valuable resource

The ONS’ Coronavirus Infection Survey has ceased after three years. Two experts explain why it was a uniquely useful source of data.

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cktravels.com/Shutterstock

March 24 marked the publication of the final bulletin of the Office for National Statistics’ (ONS) Coronavirus Infection Survey after nearly three years of tracking COVID infections in the UK. The first bulletin was published on May 14 2020 and we’ve seen new releases almost every week since.

The survey was based primarily on data from many thousands of people in randomly selected households across the UK who agreed to take regular COVID tests. The ONS used the results to estimate how many people were infected with the virus in any given week.

In the survey’s first six months, we had results from 1.2 million samples taken from 280,000 people. Although the number of people participating each month declined over time, the survey has continued to be a highly valuable tool as we navigate the pandemic.

In particular, because the ONS bulletins were based on surveying a large, random sample of all UK residents, it offered the least biased surveillance system of COVID infections in the UK. We are not aware of any similar study anywhere else in the world. And, while estimating the prevalence of infections was the survey’s main output, it gave us a lot of other useful information about the virus too.

Unbiased surveillance

An important advantage of the ONS survey was its ability to detect COVID infections among many people who had no symptoms, or were not yet displaying symptoms.

Certainly other data sets existed (and some continue to exist) to give a sense of how many people were testing positive. For example, earlier in the pandemic, case numbers were reported at daily national press conferences. Figures continue to be published on the Department of Health and Social Care website.

But these totals have usually only encompassed people who tested because they had reason to suspect they may have been infected (for example because of symptoms or their work). We know many people had such minor symptoms that they had no reason to suspect they had COVID. Further, people who took a home test may or may not have reported the result.

Similarly, case counts from hospital admissions or emergency room attendances only captured a very small percentage of positive cases, even if many of these same people had severe healthcare needs.

Symptom-tracking applications such as the ZOE app or online surveys have been useful but tend to over-represent people who are most technologically competent, engaged and symptom-aware.

Testing wastewater samples to track COVID spread in a community has proved difficult to reliably link to infection numbers.


Read more: The tide of the COVID pandemic is going out – but that doesn't mean big waves still can't catch us


What else the survey told us

Aside from swab samples to test for COVID infections, the ONS survey collected blood samples from some participants to measure antibodies. This was a very useful aspect of the infection survey, providing insights into immunity against the virus in the population and individuals.

Beginning in June 2021, the ONS survey also published reports on the “characteristics of people testing positive”. Arguably these analyses were even more valuable than the simple infection rate estimates.

For example, the ONS data gave practical insights into changing risk factors from November 21 2021 to May 7 2022. In November 2021, living in a house with someone under 16 was a risk factor for testing positive but by the end of that period it seemed to be protective. Travel abroad was not an important risk factor in December 2021 but by April 2022 it was a major risk. Wearing a mask in December 2021 was protective against testing positive but by April 2022 there was no significant association.

We shouldn’t find this changing picture of risk factors particularly surprising when concurrently we had different variants emerging (during that period most notably omicron) and evolving population resistance that came with vaccination programmes and waves of natural infection.

Also, in any pandemic the value of non-pharmaceutical interventions such wearing masks and social distancing declines as the infection becomes endemic. At that point the infection rate is driven more by the rate at which immunity is lost.

A woman wearing a face mask receives a vaccine.
The survey gave us insights into the protection offered by vaccines and non-pharmaceutical interventions. Paul Maguire/Shutterstock

The ONS characteristics analyses also offered evidence about the protective effects of vaccination and prior infection. The bulletin from May 25 2022 showed that vaccination provided protection against infection but probably for not much more than 90 days, whereas a prior infection generally conferred protection for longer.

After May 2022, the focused shifted to reinfections. The analyses confirmed that even in people who had already been infected, vaccination protects against reinfection, but again probably only for about 90 days.

It’s important to note the ONS survey only measured infections and not severe disease. We know from other work that vaccination is much better at protecting against severe disease and death than against infection.


Read more: How will the COVID pandemic end?


A hugely valuable resource

The main shortcoming of the ONS survey was that its reports were always published one to three weeks later than other data sets due to the time needed to collect and test the samples and then model the results.

That said, the value of this infection survey has been enormous. The ONS survey improved understanding and management of the epidemic in the UK on multiple levels. But it’s probably appropriate now to bring it to an end in the fourth year of the pandemic, especially as participation rates have been falling over the past year.

Our one disappointment is that so few of the important findings from the ONS survey have been published in peer-reviewed literature, and so the survey has had less of an impact internationally than it deserves.

Paul Hunter consults for the World Health Organization. He receives funding from National Institute for Health Research, the World Health Organization and the European Regional Development Fund.

Julii Brainard receives funding from the NIHR Health Protection and Research Unit in Emergency Preparedness.

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