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Is The Pandemic Over & A “V-Shaped” Recovery Baked-In?

Is The Pandemic Over & A "V-Shaped" Recovery Baked-In?

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Is The Pandemic Over & A "V-Shaped" Recovery Baked-In? Tyler Durden Mon, 06/15/2020 - 10:00

Authored by Charles Hugh Smith via OfTwoMinds blog,

So what do we know with any sort of certainty about the claim that "the pandemic is over"? Very little.

Is the pandemic over in China, Europe, Japan and the U.S./Canada? Is the much-anticipated V-Shaped economic recovery already baked in, i.e. already gathering momentum? The consensus, as reflected by the stock market (soaring), the corporate media and governmental easings of restrictions seems to be "yes" to both questions.

But science is not a consensus-based activity, and so skeptics of consensus are looking to the sciences of epidemiology, virology, etc., and economics for evidence-based answers.

But as scientist and author Michael Crichton explains in this seminal paper he gave at Caltech in 2003, much of what is presented ("sold") as "hard science" is nothing but guesswork / conjecture and consensus, i.e. reaching a politically appealing conclusion and then conjuring up some junk science to support the conclusion. Aliens Cause Global Warming (by Michael Crichton) (via Michael M.)

The scientific method is pretty straightforward: propose a testable hypothesis and then design an experiment that acts on only one variable: one group in which no action is taken and another in which one action is taken. If the action taken has a recordable effect, then that data must be replicated by other labs performing the same experiment to confirm that there weren't errors in the protocol, equipment or data collection.

A variation of this protocol is a double-blind study, so-called double blind because neither the subjects/volunteers nor the researchers administering the experiment know which subjects received the active compound and which received a placebo.

In the case of natural systems such as the movements of planets, the method is to propose a model of Nature that can be reduced to mathematical predictions that can be confirmed by observations.

Unfortunately, it's virtually impossible to run these sorts of experiments on a pandemic or economy. It would be unethical to let the virus run rampant in one city and then control the pandemic with lockdowns in another, or treat one group of patients with a worthless placebo while giving others a potentially life-saving treatment.

Even if such an experiment of two cities could be run, the great number of variables would reduce the certainty of any conclusions.

For example, the exact same variation of the virus would have to be unleashed in both cities, both cities would have to have very similar weather, air quality, ethnic groups, demographic profiles and so on. If any of these weren't controlled, then they could skew the results, meaning any conclusion based on a single variable could be completely erroneous.

The same can be said of economics, which strictly speaking doesn't qualify as science because despite its heavy use of arcane equations, it is essentially impossible to reduce an economic setting down to only one variable and then stage a controlled double-blind study.

Much of the "science" being presented about the Covid-19 pandemic and the economy are models, and Crichton subjects the claims and protocols of models to a scathing analysis. It turns out that measuring or even estimating the variables in complex models is impossible, meaning the models are nothing more than guesswork, which is highly susceptible to biases such as confirmation bias: this are the results we want, and by golly, these "estimates" yield the results we wanted.

We've already seen models rejected as hopelessly defective, studies of treatments (pro and con) hopelessly compromised, and in multiple ways: sloppy math, sloppy data collection, data that can't be confirmed, and on and on.

As longtime readers will recall, I began covering the pandemic on January 24, 2020, the day after the Chinese government and WHO confirmed the Wuhan outbreak. I concluded the pandemic was consequential (based on the large-scale Chinese response and satellite imagery suggesting the number of deaths was an order of magnitude higher than what the Chinese officials claimed) and that it had already spread globally due to unrestricted air travel in and out of Wuhan and other cities in China.

I also concluded that the pandemic would have significant impacts on stock markets and economies globally. (Here is my list of pandemic-related posts.)

If we step back and review the data pertaining to the question, is the pandemic over in the developed-world nations?, we find a mass of data of questionable value, for the basic reason that there are too many uncontrolled variables in every data set, too much guesswork in the models, and essentially zero experiments controlled for the number of variables and bias that meet rigorous standards for protocols and data collection.

Another Achilles Heel of the pandemic data is the small sample size of many of the studies. Since everyone is in a rush to reach actionable conclusions, many groups are working with small sample sizes--often just a few dozen people. Careful observations of small sample sizes--for example, the study I posted on the occupants of a single bus in China carrying one asymptomatic passenger, and carefully identifying who else on the bus caught the virus--can be useful, because the bus was in effect a controlled experiment with relatively few variables.

But as those of you who study Phase I and Phase II drug trial data know, small sample sizes, even in double-blind studies, are notoriously unreliable. A new drug may seem to have a measurable effect on a significant percentage of a control group of 35 subjects, but subsequent larger trials reveal that the effect was actually statistical noise.

So what do we know with any sort of certainty about the claim that "the pandemic is over"? Very little. And there are still important open questions about the effects of the Covid-19 virus on younger, healthy people: though the virus kills relatively few people under the age of 50, some significant percentage of younger, healthy people suffer long-term organ damage, possibly as a result of the blood clotting the virus appears to trigger in roughly 3% of younger, healthy people who come down with severe cases.

These people didn't die, and so they drop off the statistical count everyone is following as the key statistic. But the after-effects of the disease are long-term and serious, and deserve careful study.

Let's say the death rate is 0.25%, but the number of cases that lead to long-term organ damage and disability is 2.5% -- ten times higher than the death rate. Are we focusing on the wrong data set? Do we know why the virus affects some younger, healthy people and not others? Are there treatments that minimize or reverse organ damage? These are still questions without science-based answers.

As for the study of economics and the V-shaped recovery: the Employment Report that triggered a 1,000 point rally in the Dow Jones Industrial Average is notoriously inaccurate, as it has all the core flaws described above:

1. An imprecise sample size

2. A defective model (the birth-death model of business formation)

3. No control for variables

4. Extreme vulnerability to bias: these reports often trumpet huge job increases which are subsequently "revised away" months later, completely ignored by the very stock markets that skyrocketed on the bogus headline number.

Do we have any real data on how much money at-risk groups (people over 60) will spend compared to their pre-pandemic consumption? No.

Do we have any reliable data that can be confirmed by independent researchers on the number of small businesses that are only opening to liquidate inventory before they close for good? No.

Every consequential question we have about the economy after restrictions ease cannot be answered with even the barest shred of scientifically reliable data. Everything the consensus and economists are claiming or projecting is nothing but guesswork.

In summary, we know very little about the pandemic's future course or the economic consequences. If our leadership and media were actually concerned with scientific accuracy, the paucity of confirmed science would be the first fact everyone stipulated. Instead, we're inundated with guesswork gussied up to mask the preferred narratives and biases of self-interested parties.

The cautious approach would be to maintain a skeptical circumspection about models, projections, conclusions, studies and narratives being promoted/"sold." We can start a skeptical inquiry by asking: cui bono, to whose benefit?

Second, we can study the two key variables identified by Nassim Taleb: mobility and the interconnections of networks. The greater the mobility of the human populace and the greater the number of connections between groups, the greater the number of pathways for the virus to spread.

"Herd immunity" is being presented as the solution, but do we know with any certainty that the presence of antibodies confers strong immunity for years to all variations of Covid-19? It seems way too early to claim immunity is certain and long-lasting.

Once the general public understands there are still significant uncertainties, the lack of certainty may have economic consequences that will be difficult to measure or predict.

The other point is that now that the time for authoritarian lockdowns has passed, everyone needs reliable information to make their own assessment of risk as part of deciding what activities they will do or not do to further their own interests.

Here is my global projection from February 2, 10 days after the WHO officially confirmed the Wuhan outbreak. Four-and-a-half-months later, this projection is still playing out.

*  *  *

My recent books:

Will You Be Richer or Poorer?: Profit, Power, and AI in a Traumatized World ($13)

(Kindle $6.95, print $11.95) Read the first section for free (PDF).

Pathfinding our Destiny: Preventing the Final Fall of Our Democratic Republic ($6.95 (Kindle), $12 (print), $13.08 ( audiobook): Read the first section for free (PDF).

The Adventures of the Consulting Philosopher: The Disappearance of Drake $1.29 (Kindle), $8.95 (print); read the first chapters for free (PDF)

Money and Work Unchained $6.95 (Kindle), $15 (print) Read the first section for free (PDF).

*  *  *

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The millions of people not looking for work in the UK may be prioritising education, health and freedom

Economic inactivity is not always the worst option.

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Taking time out. pathdoc/Shutterstock

Around one in five British people of working age (16-64) are now outside the labour market. Neither in work nor looking for work, they are officially labelled as “economically inactive”.

Some of those 9.2 million people are in education, with many students not active in the labour market because they are studying full-time. Others are older workers who have chosen to take early retirement.

But that still leaves a large number who are not part of the labour market because they are unable to work. And one key driver of economic inactivity in recent years has been illness.

This increase in economic inactivity – which has grown since before the pandemic – is not just harming the economy, but also indicative of a deeper health crisis.

For those suffering ill health, there are real constraints on access to work. People with health-limiting conditions cannot just slot into jobs that are available. They need help to address the illnesses they have, and to re-engage with work through organisations offering supportive and healthy work environments.

And for other groups, such as stay-at-home parents, businesses need to offer flexible work arrangements and subsidised childcare to support the transition from economic inactivity into work.

The government has a role to play too. Most obviously, it could increase investment in the NHS. Rising levels of poor health are linked to years of under-investment in the health sector and economic inactivity will not be tackled without more funding.

Carrots and sticks

For the time being though, the UK government appears to prefer an approach which mixes carrots and sticks. In the March 2024 budget, for example, the chancellor cut national insurance by 2p as a way of “making work pay”.

But it is unclear whether small tax changes like this will have any effect on attracting the economically inactive back into work.

Jeremy Hunt also extended free childcare. But again, questions remain over whether this is sufficient to remove barriers to work for those with parental responsibilities. The high cost and lack of availability of childcare remain key weaknesses in the UK economy.

The benefit system meanwhile has been designed to push people into work. Benefits in the UK remain relatively ungenerous and hard to access compared with other rich countries. But labour shortages won’t be solved by simply forcing the economically inactive into work, because not all of them are ready or able to comply.

It is also worth noting that work itself may be a cause of bad health. The notion of “bad work” – work that does not pay enough and is unrewarding in other ways – can lead to economic inactivity.

There is also evidence that as work has become more intensive over recent decades, for some people, work itself has become a health risk.

The pandemic showed us how certain groups of workers (including so-called “essential workers”) suffered more ill health due to their greater exposure to COVID. But there are broader trends towards lower quality work that predate the pandemic, and these trends suggest improving job quality is an important step towards tackling the underlying causes of economic inactivity.

Freedom

Another big section of the economically active population who cannot be ignored are those who have retired early and deliberately left the labour market behind. These are people who want and value – and crucially, can afford – a life without work.

Here, the effects of the pandemic can be seen again. During those years of lockdowns, furlough and remote working, many of us reassessed our relationship with our jobs. Changed attitudes towards work among some (mostly older) workers can explain why they are no longer in the labour market and why they may be unresponsive to job offers of any kind.

Sign on railings supporting NHS staff during pandemic.
COVID made many people reassess their priorities. Alex Yeung/Shutterstock

And maybe it is from this viewpoint that we should ultimately be looking at economic inactivity – that it is actually a sign of progress. That it represents a move towards freedom from the drudgery of work and the ability of some people to live as they wish.

There are utopian visions of the future, for example, which suggest that individual and collective freedom could be dramatically increased by paying people a universal basic income.

In the meantime, for plenty of working age people, economic inactivity is a direct result of ill health and sickness. So it may be that the levels of economic inactivity right now merely show how far we are from being a society which actually supports its citizens’ wellbeing.

David Spencer has received funding from the ESRC.

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Illegal Immigrants Leave US Hospitals With Billions In Unpaid Bills

Illegal Immigrants Leave US Hospitals With Billions In Unpaid Bills

By Autumn Spredemann of The Epoch Times

Tens of thousands of illegal…

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Illegal Immigrants Leave US Hospitals With Billions In Unpaid Bills

By Autumn Spredemann of The Epoch Times

Tens of thousands of illegal immigrants are flooding into U.S. hospitals for treatment and leaving billions in uncompensated health care costs in their wake.

The House Committee on Homeland Security recently released a report illustrating that from the estimated $451 billion in annual costs stemming from the U.S. border crisis, a significant portion is going to health care for illegal immigrants.

With the majority of the illegal immigrant population lacking any kind of medical insurance, hospitals and government welfare programs such as Medicaid are feeling the weight of these unanticipated costs.

Apprehensions of illegal immigrants at the U.S. border have jumped 48 percent since the record in fiscal year 2021 and nearly tripled since fiscal year 2019, according to Customs and Border Protection data.

Last year broke a new record high for illegal border crossings, surpassing more than 3.2 million apprehensions.

And with that sea of humanity comes the need for health care and, in most cases, the inability to pay for it.

In January, CEO of Denver Health Donna Lynne told reporters that 8,000 illegal immigrants made roughly 20,000 visits to the city’s health system in 2023.

The total bill for uncompensated care costs last year to the system totaled $140 million, said Dane Roper, public information officer for Denver Health. More than $10 million of it was attributed to “care for new immigrants,” he told The Epoch Times.

Though the amount of debt assigned to illegal immigrants is a fraction of the total, uncompensated care costs in the Denver Health system have risen dramatically over the past few years.

The total uncompensated costs in 2020 came to $60 million, Mr. Roper said. In 2022, the number doubled, hitting $120 million.

He also said their city hospitals are treating issues such as “respiratory illnesses, GI [gastro-intenstinal] illnesses, dental disease, and some common chronic illnesses such as asthma and diabetes.”

“The perspective we’ve been trying to emphasize all along is that providing healthcare services for an influx of new immigrants who are unable to pay for their care is adding additional strain to an already significant uncompensated care burden,” Mr. Roper said.

He added this is why a local, state, and federal response to the needs of the new illegal immigrant population is “so important.”

Colorado is far from the only state struggling with a trail of unpaid hospital bills.

EMS medics with the Houston Fire Department transport a Mexican woman the hospital in Houston on Aug. 12, 2020. (John Moore/Getty Images)

Dr. Robert Trenschel, CEO of the Yuma Regional Medical Center situated on the Arizona–Mexico border, said on average, illegal immigrants cost up to three times more in human resources to resolve their cases and provide a safe discharge.

“Some [illegal] migrants come with minor ailments, but many of them come in with significant disease,” Dr. Trenschel said during a congressional hearing last year.

“We’ve had migrant patients on dialysis, cardiac catheterization, and in need of heart surgery. Many are very sick.”

He said many illegal immigrants who enter the country and need medical assistance end up staying in the ICU ward for 60 days or more.

A large portion of the patients are pregnant women who’ve had little to no prenatal treatment. This has resulted in an increase in babies being born that require neonatal care for 30 days or longer.

Dr. Trenschel told The Epoch Times last year that illegal immigrants were overrunning healthcare services in his town, leaving the hospital with $26 million in unpaid medical bills in just 12 months.

ER Duty to Care

The Emergency Medical Treatment and Labor Act of 1986 requires that public hospitals participating in Medicare “must medically screen all persons seeking emergency care … regardless of payment method or insurance status.”

The numbers are difficult to gauge as the policy position of the Centers for Medicare & Medicaid Services (CMS) is that it “will not require hospital staff to ask patients directly about their citizenship or immigration status.”

In southern California, again close to the border with Mexico, some hospitals are struggling with an influx of illegal immigrants.

American patients are enduring longer wait times for doctor appointments due to a nursing shortage in the state, two health care professionals told The Epoch Times in January.

A health care worker at a hospital in Southern California, who asked not to be named for fear of losing her job, told The Epoch Times that “the entire health care system is just being bombarded” by a steady stream of illegal immigrants.

“Our healthcare system is so overwhelmed, and then add on top of that tuberculosis, COVID-19, and other diseases from all over the world,” she said.

A Salvadorian man is aided by medical workers after cutting his leg while trying to jump on a truck in Matias Romero, Mexico, on Nov. 2, 2018. (Spencer Platt/Getty Images)

A newly-enacted law in California provides free healthcare for all illegal immigrants residing in the state. The law could cost taxpayers between $3 billion and $6 billion per year, according to recent estimates by state and federal lawmakers.

In New York, where the illegal immigration crisis has manifested most notably beyond the southern border, city and state officials have long been accommodating of illegal immigrants’ healthcare costs.

Since June 2014, when then-mayor Bill de Blasio set up The Task Force on Immigrant Health Care Access, New York City has worked to expand avenues for illegal immigrants to get free health care.

“New York City has a moral duty to ensure that all its residents have meaningful access to needed health care, regardless of their immigration status or ability to pay,” Mr. de Blasio stated in a 2015 report.

The report notes that in 2013, nearly 64 percent of illegal immigrants were uninsured. Since then, tens of thousands of illegal immigrants have settled in the city.

“The uninsured rate for undocumented immigrants is more than three times that of other noncitizens in New York City (20 percent) and more than six times greater than the uninsured rate for the rest of the city (10 percent),” the report states.

The report states that because healthcare providers don’t ask patients about documentation status, the task force lacks “data specific to undocumented patients.”

Some health care providers say a big part of the issue is that without a clear path to insurance or payment for non-emergency services, illegal immigrants are going to the hospital due to a lack of options.

“It’s insane, and it has been for years at this point,” Dana, a Texas emergency room nurse who asked to have her full name omitted, told The Epoch Times.

Working for a major hospital system in the greater Houston area, Dana has seen “a zillion” migrants pass through under her watch with “no end in sight.” She said many who are illegal immigrants arrive with treatable illnesses that require simple antibiotics. “Not a lot of GPs [general practitioners] will see you if you can’t pay and don’t have insurance.”

She said the “undocumented crowd” tends to arrive with a lot of the same conditions. Many find their way to Houston not long after crossing the southern border. Some of the common health issues Dana encounters include dehydration, unhealed fractures, respiratory illnesses, stomach ailments, and pregnancy-related concerns.

“This isn’t a new problem, it’s just worse now,” Dana said.

Emergency room nurses and EMTs tend to patients in hallways at the Houston Methodist The Woodlands Hospital in Houston on Aug. 18, 2021. (Brandon Bell/Getty Images)

Medicaid Factor

One of the main government healthcare resources illegal immigrants use is Medicaid.

All those who don’t qualify for regular Medicaid are eligible for Emergency Medicaid, regardless of immigration status. By doing this, the program helps pay for the cost of uncompensated care bills at qualifying hospitals.

However, some loopholes allow access to the regular Medicaid benefits. “Qualified noncitizens” who haven’t been granted legal status within five years still qualify if they’re listed as a refugee, an asylum seeker, or a Cuban or Haitian national.

Yet the lion’s share of Medicaid usage by illegal immigrants still comes through state-level benefits and emergency medical treatment.

A Congressional report highlighted data from the CMS, which showed total Medicaid costs for “emergency services for undocumented aliens” in fiscal year 2021 surpassed $7 billion, and totaled more than $5 billion in fiscal 2022.

Both years represent a significant spike from the $3 billion in fiscal 2020.

An employee working with Medicaid who asked to be referred to only as Jennifer out of concern for her job, told The Epoch Times that at a state level, it’s easy for an illegal immigrant to access the program benefits.

Jennifer said that when exceptions are sent from states to CMS for approval, “denial is actually super rare. It’s usually always approved.”

She also said it comes as no surprise that many of the states with the highest amount of Medicaid spending are sanctuary states, which tend to have policies and laws that shield illegal immigrants from federal immigration authorities.

Moreover, Jennifer said there are ways for states to get around CMS guidelines. “It’s not easy, but it can and has been done.”

The first generation of illegal immigrants who arrive to the United States tend to be healthy enough to pass any pre-screenings, but Jennifer has observed that the subsequent generations tend to be sicker and require more access to care. If a family is illegally present, they tend to use Emergency Medicaid or nothing at all.

The Epoch Times asked Medicaid Services to provide the most recent data for the total uncompensated care that hospitals have reported. The agency didn’t respond.

Continue reading over at The Epoch Times

Tyler Durden Fri, 03/15/2024 - 09:45

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International

Fuel poverty in England is probably 2.5 times higher than government statistics show

The top 40% most energy efficient homes aren’t counted as being in fuel poverty, no matter what their bills or income are.

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Julian Hochgesang|Unsplash

The cap set on how much UK energy suppliers can charge for domestic gas and electricity is set to fall by 15% from April 1 2024. Despite this, prices remain shockingly high. The average household energy bill in 2023 was £2,592 a year, dwarfing the pre-pandemic average of £1,308 in 2019.

The term “fuel poverty” refers to a household’s ability to afford the energy required to maintain adequate warmth and the use of other essential appliances. Quite how it is measured varies from country to country. In England, the government uses what is known as the low income low energy efficiency (Lilee) indicator.

Since energy costs started rising sharply in 2021, UK households’ spending powers have plummeted. It would be reasonable to assume that these increasingly hostile economic conditions have caused fuel poverty rates to rise.

However, according to the Lilee fuel poverty metric, in England there have only been modest changes in fuel poverty incidence year on year. In fact, government statistics show a slight decrease in the nationwide rate, from 13.2% in 2020 to 13.0% in 2023.

Our recent study suggests that these figures are incorrect. We estimate the rate of fuel poverty in England to be around 2.5 times higher than what the government’s statistics show, because the criteria underpinning the Lilee estimation process leaves out a large number of financially vulnerable households which, in reality, are unable to afford and maintain adequate warmth.

Blocks of flats in London.
Household fuel poverty in England is calculated on the basis of the energy efficiency of the home. Igor Sporynin|Unsplash

Energy security

In 2022, we undertook an in-depth analysis of Lilee fuel poverty in Greater London. First, we combined fuel poverty, housing and employment data to provide an estimate of vulnerable homes which are omitted from Lilee statistics.

We also surveyed 2,886 residents of Greater London about their experiences of fuel poverty during the winter of 2022. We wanted to gauge energy security, which refers to a type of self-reported fuel poverty. Both parts of the study aimed to demonstrate the potential flaws of the Lilee definition.

Introduced in 2019, the Lilee metric considers a household to be “fuel poor” if it meets two criteria. First, after accounting for energy expenses, its income must fall below the poverty line (which is 60% of median income).

Second, the property must have an energy performance certificate (EPC) rating of D–G (the lowest four ratings). The government’s apparent logic for the Lilee metric is to quicken the net-zero transition of the housing sector.

In Sustainable Warmth, the policy paper that defined the Lilee approach, the government says that EPC A–C-rated homes “will not significantly benefit from energy-efficiency measures”. Hence, the focus on fuel poverty in D–G-rated properties.

Generally speaking, EPC A–C-rated homes (those with the highest three ratings) are considered energy efficient, while D–G-rated homes are deemed inefficient. The problem with how Lilee fuel poverty is measured is that the process assumes that EPC A–C-rated homes are too “energy efficient” to be considered fuel poor: the main focus of the fuel poverty assessment is a characteristic of the property, not the occupant’s financial situation.

In other words, by this metric, anyone living in an energy-efficient home cannot be considered to be in fuel poverty, no matter their financial situation. There is an obvious flaw here.

Around 40% of homes in England have an EPC rating of A–C. According to the Lilee definition, none of these homes can or ever will be classed as fuel poor. Even though energy prices are going through the roof, a single-parent household with dependent children whose only income is universal credit (or some other form of benefits) will still not be considered to be living in fuel poverty if their home is rated A-C.

The lack of protection afforded to these households against an extremely volatile energy market is highly concerning.

In our study, we estimate that 4.4% of London’s homes are rated A-C and also financially vulnerable. That is around 171,091 households, which are currently omitted by the Lilee metric but remain highly likely to be unable to afford adequate energy.

In most other European nations, what is known as the 10% indicator is used to gauge fuel poverty. This metric, which was also used in England from the 1990s until the mid 2010s, considers a home to be fuel poor if more than 10% of income is spent on energy. Here, the main focus of the fuel poverty assessment is the occupant’s financial situation, not the property.

Were such alternative fuel poverty metrics to be employed, a significant portion of those 171,091 households in London would almost certainly qualify as fuel poor.

This is confirmed by the findings of our survey. Our data shows that 28.2% of the 2,886 people who responded were “energy insecure”. This includes being unable to afford energy, making involuntary spending trade-offs between food and energy, and falling behind on energy payments.

Worryingly, we found that the rate of energy insecurity in the survey sample is around 2.5 times higher than the official rate of fuel poverty in London (11.5%), as assessed according to the Lilee metric.

It is likely that this figure can be extrapolated for the rest of England. If anything, energy insecurity may be even higher in other regions, given that Londoners tend to have higher-than-average household income.

The UK government is wrongly omitting hundreds of thousands of English households from fuel poverty statistics. Without a more accurate measure, vulnerable households will continue to be overlooked and not get the assistance they desperately need to stay warm.

Torran Semple receives funding from Engineering and Physical Sciences Research Council (EPSRC) grant EP/S023305/1.

John Harvey does not work for, consult, own shares in or receive funding from any company or organisation that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

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