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Statistics of the COVID-19 pandemic in the United States

Statistics of the COVID-19 pandemic in the United States is a mathematics topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Statistics of the COVID-19 pandemic in the United States rather than just read about it. In short: The CDC publishes official numbers of COVID-19 cases in the United States. The CDC estimates that, between February 2020 and September 2021, only 1 in 1.3 COVID-19 deaths were attributed to COVID-19.

Statistics of the COVID-19 pandemic in the United States — main illustration
Statistics of the COVID-19 pandemic in the United States — illustration

Key takeaways

  • Statistics of the COVID-19 pandemic in the United States belongs to mathematics; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Statistics of the COVID-19 pandemic in the United States to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Statistics of the COVID-19 pandemic in the United States from memory before moving on to harder problems.

Reference excerpt

The CDC publishes official numbers of COVID-19 cases in the United States. The CDC estimates that, between February 2020 and September 2021, only 1 in 1.3 COVID-19 deaths were attributed to COVID-19. The true COVID-19 death toll in the United States would therefore be higher than official reports, as modeled by a paper published in The Lancet Regional Health – Americas. One way to estimate COVID-19 deaths that includes unconfirmed cases is to use the excess mortality, which is the overall number of deaths that exceed what would normally be expected. From March 1, 2020, through the end of 2020, there were 522,368 excess deaths in the United States, or 22.9% more deaths than would have been expected in that time period. In February 2020, at the beginning of the pandemic, a shortage of tests made it impossible to confirm all possible COVID-19 cases and resulting deaths, so the early numbers were likely undercounts. The following numbers are based on CDC data, which is incomplete.

Measuring case and mortality rates

In early 2020, deaths from all causes exceeded the seasonal average, and data from early 2020 suggest additional deaths that were not counted in official reported coronavirus mortality statistics. Until February 28, 2020, CDC testing protocols allowed tests only for people who had traveled to China. In most U.S. locations, testing for some time was performed only on symptomatic people with a history of travel to Wuhan or with close contact to such people. The numbers were reported every Monday, Wednesday, and Friday and were split into categories: individual travelers, people who contracted the disease from other people within the U.S., and repatriated citizens who returned to the U.S. from crisis locations, such as Wuhan, where the disease originated, and the cruise ship Diamond Princess. By March 26, 2020, the United States, with the world's third-largest population, surpassed China and Italy as the country with the world's highest number of confirmed cases. By April 25, the U.S. had more than 905,000 confirmed coronavirus cases and nearly 52,000 deaths, giving it a mortality rate around 5.7 percent. (In comparison, Spain's mortality rate was 10.2 percent and Italy's was 13.5 percent.) In April 2020, more than 10,000 American deaths had occurred in nursing homes. Most nursing homes did not have easy access to testing, making the actual number unknown. President Trump established a Coronavirus Commission for Safety and Quality in Nursing Homes. Subsequently, a number of states including Maryland and New Jersey reported their own estimates of deaths at nursing homes, ranging from twenty to fifty percent of the states' total deaths. A PNAS report in September 2020 confirmed that the virus is much more dangerous for the elderly than the young, noting that about 70% of all U.S. COVID-19 deaths had occurred to those over the age of 70. As of early August 2020, among the 45 countries that had over 50,000 cases, the U.S. had the eighth highest number of deaths per-capita. Its case fatality ratio, however, was significantly better where it ranked 24th in the world, with 3.3% of its cases resulting in death. Several studies suggested that the number of infections was far higher than officially reported, and thus that the infection fatality rate was far lower than the case fatality rate. The CDC estimates that 40% of people infected never show symptoms (i.e. are asymptomatic), although there is a 75% chance they can still spread the disease. And while children have a lower risk of becoming ill or dying, the CDC warns that they can still function as asymptomatic carriers and transmit the virus to adults. The American Academy of Pediatrics's weekly report from when states started reporting to September 17, 2020, tracked 587,948 child COVID-19 cases, 5,016 child hospitalizations, and 109 child deaths. Epidemiologists depend on accurate reporting of cases and deaths to advise government response, and some have questioned the reliability of the numbers of confirmed cases. Rates differ among U.S. states, and there are also racial and economic disparities. After a group of epidemiologists requested revisions in how the CDC counts cases and deaths, the CDC in mid-April 2020 updated its guidance for counting COVID-19 cases and deaths to recommend that U.S. states report both confirmed and probable ones, though the decision is left to each state. On September 25, 2020, The Lancet published the largest study at the time to measure COVID-19 antibody levels in the US population, finding that less than ten percent of the U.S. population had been exposed. The study was published at a time when, according to Newsweek, "some U.S. officials have floated the concept of herd immunity as a possible strategy to manage the national outbreak," and according to the lead author of the study, Stanford Center for Tubulointerstitial Kidney Disease director Shuchi Anand, "this study does not support that there is herd immunity." The research also uncovered racial and economic disparities in populations with COVID-19 antibodies and highlighted the need for public health intervention to address the disparities. At the time of the publication of the study, Anand announced that researchers would monitor the study participants for months to help determine the effectiveness of COVID-19 mitigation tactics. As of May 2021, the Centers for Disease Control estimated that there had been approximately 120 million infections in the United States. According to the Center for Systems Science and Engineering (CSSE) at Johns Hopkins University as of 19:21 Eastern Standard Time (EST) on August 7, 2021, the total COVID-19 cases in the US had crossed the 35.73 million mark, with the death toll reaching 616,712.

Progression charts

New daily cases Number of new daily cases, with a 21-day centered moving average:

Deaths per day Number of new daily deaths attributed to COVID-19, with a 21-day centered moving average:

… excerpt ends here. Continue reading the full article.

Illustrations

Statistics of the COVID-19 pandemic in the United States: Weekly confirmed COVID-19 deaths
Weekly confirmed COVID-19 deaths
Statistics of the COVID-19 pandemic in the United States: Map of cumulative COVID-19 death rates by US state.[1]
Map of cumulative COVID-19 death rates by US state.[1]
Statistics of the COVID-19 pandemic in the United States: Deceased persons in a 53-foot "mobile morgue" outside a hospital in Hackensack, New Jersey on April 27, 2020
Deceased persons in a 53-foot "mobile morgue" outside a hospital in Hackensack, New Jersey on April 27, 2020
Statistics of the COVID-19 pandemic in the United States: Scatterplot showing the relationship between GDP per capita and the COVID-19 case fatality rate for individual countries in 2022.
Scatterplot showing the relationship between GDP per capita and the COVID-19 case fatality rate for individual countries in 2022.

Worked examples

Example 1 — a first encounter with Statistics of the COVID-19 pandemic in the United States

Start with the simplest possible case. Write down what Statistics of the COVID-19 pandemic in the United States claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In mathematics, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Statistics of the COVID-19 pandemic in the United States before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Statistics of the COVID-19 pandemic in the United States ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Statistics of the COVID-19 pandemic in the United States

In research
Statistics of the COVID-19 pandemic in the United States appears in mathematics research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Statistics of the COVID-19 pandemic in the United States in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Statistics of the COVID-19 pandemic in the United States is common in secondary-school and first-year university syllabi. It links to neighbouring topics 2020 disasters in the United States, COVID-19 pandemic in the United States, First Trump administration controversies, so understanding it makes those chapters shorter.
In everyday life
Look for Statistics of the COVID-19 pandemic in the United States outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.
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How to study Statistics of the COVID-19 pandemic in the United States in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Statistics of the COVID-19 pandemic in the United States means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Statistics of the COVID-19 pandemic in the United States out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Statistics of the COVID-19 pandemic in the United States in simple terms?

The CDC publishes official numbers of COVID-19 cases in the United States. The CDC estimates that, between February 2020 and September 2021, only 1 in 1.3 COVID-19 deaths were attributed to COVID-19.

Why does Statistics of the COVID-19 pandemic in the United States matter?

Because it connects several mathematics ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Statistics of the COVID-19 pandemic in the United States?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Statistics of the COVID-19 pandemic in the United States.

Tags

  • 2020 disasters in the United States
  • COVID-19 pandemic in the United States
  • First Trump administration controversies
  • First presidency of Donald Trump
  • Statistics of the COVID-19 pandemic

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