Because the number of weekly Covid-19 deaths in New York is now larger than the typical number of weekly deaths from all causes, we are omitting most of the individual causes from the chart. And because the state’s population has been highly stable over the time periods considered — decreasing by just 0.7 percent since 2017, according to the latest Census Bureau estimates — we have chosen to show both absolute deaths and deaths per capita. The causes shown are:

• Covid-19 deaths, starting from March 2. (Covid Tracking Project)

• The 2017-18 flu season, with week 1 beginning on October 1, 2017. (CDC)

• All deaths from all causes for the same period as the 2017-18 flu season. (CDC)

 

Note the markedly larger scale of deaths per million on the New York chart as compared to the United States — indicating how much harder Covid-19 has hit that state than the country as a whole.

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Uncertainty about Flu and Covid-19 Deaths

There is considerably more uncertainty about how many deaths are caused by the flu than public discussion might suggest. Determining this number is not as simple as counting up death certificates listing influenza as the cause.

 

Many deaths have multiple causes. The flu can cause other illnesses, such as pneumonia, which in turn can cause death. The CDC thus includes “influenza-associated deaths” in its estimate of the toll of the flu. Conventionally, statistics often group together deaths from influenza and pneumonia. Furthermore, many estimates try to account for under-reporting of flu deaths: Not everyone who dies of an influenza-associated illness has been tested for the flu.

 

In short, the number of flu deaths as reported by the CDC and often cited in public discussions — between 24,000 and 62,000 deaths for this past season — is a rough estimate of how many people had the flu and died of illnesses that were likely associated with it, whether or not directly caused.

 

Instead of using estimates, on our U.S. chart, we have shown one line for deaths in which influenza was listed as a cause (which undercounts influenza-associated deaths); and another line showing deaths in which influenza or pneumonia was a cause (which overcounts flu deaths, as many pneumonia cases are not caused by flu).

 

With Covid-19, there are similar difficulties in arriving at the true number of deaths caused by the virus. Skeptics of the reported death counts have argued that most people who die with the virus don’t die of the virus. This is surely true in some cases, as it is with the flu. In many deaths, webs of causation are tangled.

 

However, in addition to some possible overcounting, there may also be significant undercounting. Reports from Northern Italy and New York suggest that far more people are dying in outbreak areas than are being reported:

 

In the first five days of April, 1,125 people were pronounced dead in their homes or on

the street in New York City, more than eight times the deaths recorded during the same

period in 2019, according to the Fire Department.

 

Many of these people — as well as many who die in hospitals — are not being tested for the virus, and therefore are not included in the official death counts.

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The Deaths in Context

Even with the limits of the available data, we can still draw some reasonable conclusions about how Covid-19 compares to other causes of death — and about what these comparisons often miss:

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Different time scales: We are still early in this pandemic. It has only been a few weeks since the first reported U.S. deaths. Comparing these deaths to, say, an entire year of deaths from car crashes or influenza is not meaningful.

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A spike: Perhaps the most noticeable feature of both graphs is the Covid-19 spike — the rapid growth in deaths since the pandemic began. Car crashes, by contrast, show little variation week to week. And even compared to past flu seasons or pandemics, the rate of increase in Covid-19 deaths is markedly faster.

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The number of new deaths reported in the U.S. in the week beginning March 16 was 678 percent higher than the previous week. In New York State, the number grew thirty-six-fold the same week. By comparison, the worst one-week increase in new flu and pneumonia deaths during the 2017-18 flu season was 26 percent, and during the 1957-58 Asian flu was 48 percent. Although the growth in Covid-19 deaths is now slowing, the number of new deaths for the week ending on April 5 was still more than double that of the week before.

 

A leading cause of death in the United States: Several weeks ago, coronavirus deaths were few in comparison with other causes. But last week, reported U.S. Covid-19 deaths were just shy of the normal rate from heart disease, usually the leading cause of death.

 

More than all typical deaths in New York: Strikingly, in the state of New York, the number of people who died with coronavirus last week was more than any other cause of death — in fact, 76 percent more than the average number who die in a week from all causes combined.

 

In the worst week of the 2017-18 flu season, New York saw 445 deaths from flu and pneumonia and 3,481 total from all causes. Last week, the state saw 4,694 reported Covid-19 deaths alone. These figures must put to rest the “dying with but not of” line of skepticism. The idea that this many people would have died anyway even without Covid-19 is simply not credible.

 

Any serious attempt to put coronavirus deaths in context by comparing it to some other cause of death in a previous year must acknowledge the marked differences in the Covid-19 trend — most notably, the rapid spike in deaths that is still underway, and the wide range of uncertainty about when it will peak, how high it will peak, and whether it will peak only once. As long as the pandemic is rapidly spreading, these comparisons will be fraught.

 

Perhaps a better way to state the danger posed by the coronavirus is just that we cannot easily compare it to any precedent in recent history. Nor do we need to dispute projections about future deaths to recognize what has happened already. Amid the statistical noise is a powerful signal. The question is whether we choose to see it.

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Updates

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Tuesday, April 21 — Here are updated versions of the charts, with data from the latest week (April 13-19) via the COVID Tracking Project: