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# Up to 204,691 extra deaths in the US so far in this pandemic year

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The number of deaths in the United States through July 2020 is 8% to 12% higher than it would have been if the coronavirus pandemic had never happened. That’s at least 164,937 deaths above the number expected for the first seven months of the year – 16,183 more than the number attributed to COVID-19 thus far for that period – and it could be as high as 204,691.

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## Tracking deaths

When someone dies, the death certificate records an immediate cause of death, along with up to three underlying conditions that “initiated the events resulting in death.” The certificate is filed with the local health department, and the details are reported to the National Center for Health Statistics.

As part of the National Vital Statistics System, the NCHS then uses this information in various ways, such as tabulating the leading causes of death in the United States – currently heart disease, followed by cancer. Sometime this fall, COVID-19 will likely become the third-largest cause of death for 2020.

## Projecting from the past

To calculate excess deaths requires a comparison to what would have occurred if COVID-19 had not existed. Obviously, it’s not possible to observe what didn’t happen, but it is possible to estimate it using historical data. The Centers for Disease Control and Prevention does this using a statistical model, based on the previous three years of mortality data, incorporating seasonal trends as well as adjustments for data-reporting delays.

So, looking at what happened over the past three years, the CDC projects what might have been. By using a statistical model, they are also able to calculate the uncertainty in their estimates. That allows statisticians like me to assess whether the observed data look unusual compared to projections.

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The number of excess deaths is the difference between the model’s projections and the actual observations. The Centers for Disease Control and Prevention also calculates an upper threshold for the estimated number of deaths – that helps determine when the observed number of deaths is unusually high compared to historical trends.

Clearly visible in a graph of this data is the spike in deaths beginning in mid-March 2020 and continuing to the present. You can also see another period of excess deaths from December 2017 to January 2018, attributable to an unusually virulent flu strain that year. The magnitude of the excess deaths in 2020 makes clear that COVID-19 is much worse than influenza, even when compared to a bad flu year like 2017-18, when an estimated 61,000 people in the U.S. died of the illness.

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The large spike in deaths in April 2020 corresponds to the coronavirus outbreak in New York and the Northeast, after which the number of excess deaths decreased regularly and substantially until July, when it started to increase again. This current uptick in excess deaths is attributable to the outbreaks in the South and West that have occurred since June.

## The data tell the story

It doesn’t take a sophisticated statistical model to see that the coronavirus pandemic is causing substantially more deaths than would have otherwise occurred.

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The number of deaths the CDC officially attributed to COVID-19 in the United States exceeded 148,754 by Aug. 1. Some people who are skeptical about aspects of the coronavirus suggest these are deaths that would have occurred anyway, perhaps because COVID-19 is particularly deadly for the elderly. Others believe that, because the pandemic has changed life so drastically, the increase in COVID-19-related deaths is probably offset by decreases from other causes. But neither of these possibilities is true.

In fact, the number of excess deaths currently exceeds the number attributable to COVID-19 by more than 16,000 people in the U.S. What’s behind that discrepancy is not yet clear. COVID-19 deaths could be being undercounted, or the pandemic could also be causing increases in other types of death. It’s probably some of both.

Regardless of the reason, the COVID-19 pandemic has resulted in substantially more deaths than would have otherwise occurred … and it is not over yet.

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Ronald D. Fricker Jr., Professor of Statistics and Associate Dean for Faculty Affairs and Administration, Virginia Tech

This article is republished from The Conversation under a Creative Commons license. Read the original article.

Report typos and corrections to: [email protected].
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# LeBron James says ‘bubble’ season the toughest challenge of career

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LeBron James says leading the Los Angeles Lakers into the NBA Finals after nearly three months inside the league's "bubble" in Orlando ranks as the biggest challenge of his career.

The 35-year-old superstar is readying for a 10th NBA Finals appearance on Wednesday when the Lakers face the Miami Heat in the championship round of an unprecedented season that began 11 months ago.

The coronavirus pandemic forced the NBA to shut down in mid-March, and anger over racism and police brutality almost prompted James and the Lakers to abandon the season in August.

James, who is hoping to win a fourth championship ring with a third different team after previous victories with Miami and Cleveland, said Tuesday that this year's disjointed season ranked as the toughest of the lot.

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# Regeneron says early trials promising for COVID-19 treatment

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The US biotech firm Regeneron said Tuesday its antibody cocktail against the coronavirus reduced viral load and recovery time in non-hospitalized Covid-19 patients during an early-stage clinical trial.

"We are highly encouraged by the robust and consistent nature of these initial data," said George Yancopoulos, the company's president and chief scientific officer.

"We have begun discussing our findings with regulatory authorities while continuing our ongoing trial," he added.

"We have begun discussing our findings with regulatory authorities while continuing our ongoing trial," he added.

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# Michigan Republican fighting to block governor’s public health orders tests positive for COVID

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On Tuesday, the Detroit Free Press reported that Michigan state Rep. Beau LaFave, a Republican and a fierce critic of Democratic Gov. Gretchen Whitmer's public health measures, has tested positive for COVID-19.

In a Facebook post, LaFave said, "Thankfully, the worst of my symptoms came and went this weekend, and I'm feeling much better. I am following the doctor’s orders and working from home through at least the middle of next week."

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