Tag: critical economy

Read: A simple rule of thumb for knowing when the pandemic is over

One way to confirm that a change in reported cases—especially one preceded by a disruptive event like a holiday or a major storm—reflects reality is to look at new hospital admissions. This metric, which is available in the federal hospitalization data set, has tracked very closely with cases since the hospitalization data set stabilized last fall, but has not shown the same vulnerability to reporting disruptions produced by holidays or severe weather. Charting federal case data against new-admissions data shows that the decline in new admissions continues, though slightly more slowly than the decline in cases.

This signal helps confirm that the brief rise in daily reported cases in the past week was very unlikely to signal a new surge in cases—though, again, cases may not be dropping as quickly as they were in late January and early February. It’s nevertheless important to note that cases remain extremely high, and have only this week dipped below the peak of the summer’s case surge. (Though we’re almost certainly detecting a larger percentage of cases now than we were in the summer, as our testing capacity in the U.S. has increased.) The sustained decline in cases and hospitalizations is very encouraging, but with multiple variants of SARS-CoV-2 gaining footholds in U.S. cities, it remains vitally important to further reduce the virus’s spread via masking, social distancing, and avoiding indoor gatherings.

Reported COVID-19 deaths, too, continue to decline. The particularly sharp drop in the week beginning February 11, which included Presidents’ Day and the beginning of the winter storms that affected data reporting in many states, was balanced by a smaller drop in the week of February 18. This week, deaths dropped by an encouraging 11 percent.

It’s important to note that many states have recently added large numbers of COVID-19 deaths from previous months to their totals. In Virginia, cases and hospitalizations have been dropping for weeks, but after reporting fewer than 100 deaths a day for the entirety of the pandemic up to this week, the Commonwealth is now reporting hundreds of deaths every day—most of which occurred in December and January.

The addition of these backlogged deaths—like the 4,000 deaths from previous months recently reported by Ohio—obscures the reality of rapidly declining recent deaths. It also underlines the fact that deaths at the peak of the winter surge were actually much higher than the already-devastating numbers reported in December and January.

Read: The last days of loneliness

For the week ending February 25, COVID-19 deaths in long-term-care facilities have continued to decline as a share of all COVID-19 deaths in the U.S. (As we did in last week’s analysis, we have excluded from this chart all data for four states—Indiana, Missouri, New York, and Ohio—that recently added large numbers of undated deaths from previous months to their totals. The addition of these historical death figures to recent weeks made it impossible to follow recent trends at the national level without this exclusion.)

It’s our final week of compiling and interpreting data here at the COVID Tracking Project, and we’ve spent much of the past few weeks explaining how to use data from the federal government in place of our patchwork data set. We’ve packaged up everything we’ve learned about federal case numbers, death numbers, hospitalization data, and testing data, as well as long-term-care-facility data. For more casual data users, we’ve also written a short primer on how to find easy-to-use charts and metrics from the CDC. It’s even possible to replicate three-quarters of our daily four-up top-line chart using data from the CDC, although the data are one day behind the state-reported data we compile.

In this version, new hospital admissions are included instead of tests—test data are available from the federal government, but are not in a date-of-report arrangement that matches the other top-line metrics. (We’ll be publishing a separate post showing how to produce this visual within the next few days.)

Long-term-care data wrap-up: Tonight marks our final compilation of data at the Long-Term-Care COVID Tracker, and we’ve just published a look at the subset of long-term-care-facility data available in the Centers for Medicare and Medicaid Services Nursing Home data set. This federal data set includes only nursing homes and accounts for about 27 percent of all COVID-19 deaths in the U.S. to date. The long-term-care data set we stitched together from state reports, by contrast, includes assisted-living facilities where states report them, and accounts for at least 35 percent of all U.S. COVID-19 deaths.

As we wind down our compilation efforts, the United States is at a crucial moment in the pandemic: Decisive action now is our best chance at preventing a fourth surge in cases and outpacing the variants, which may be more transmissible than the original virus according to preliminary (preprint) data. Over the weekend, the FDA issued a third Emergency Use Authorization for a COVID-19 vaccine, this time for Janssen/Johnson & Johnson’s adenovirus vector vaccine, which showed impressive safety and efficacy results in its global clinical trials. The Biden administration announced Tuesday that the U.S. should have enough COVID-19 vaccine doses for every adult by the end of May—a dramatic acceleration from previous timelines.

Meanwhile, concerns over an uptick in variant cases are growing in Florida after researchers noted that 25 percent of analyzed samples from Miami-Dade County’s Jackson Health public hospital were cases of B.1.1.7. Although partnerships between the CDC and other labs have increased the number of specimens sequenced from about 750 a week in January to 7,000–10,000 a week in late February, this still allows for the sequencing of less than 3 percent of all cases in the United States.

New York City has promised to quadruple the number of samples it sequences during the month of March, from 2,000 to 8,000 a week, which is more than the entire country’s labs sequenced in the week ending February 27.

Today’s weekly update is our 39th and last. We began writing them back in June 2020 as a way of offering a deeper interpretation of data points that was less jittery than those in the daily tweets. As we puzzled through the data and watched for indications of changing trends, we’ve tried to help people understand what has happened to us as the pandemic has ebbed and surged.

Although our data compilation will come to an end on Sunday, March 7, our work at the COVID Tracking Project will continue in other forms for another few months, as our teams complete their long-term analyses and wrap up documentation and archiving efforts. We’ll continue to post our work on the CTP site and link to it on Twitter until we finally close up shop in late spring.

Throughout the year that we’ve compiled this data, we’ve tried to explain not only what we think the data mean, but how we came to our conclusions—and how we tested and challenged our own analyses. We hope that one result of our doing this work in public is that our readers feel better prepared to do the same for themselves and their communities.

The federal government is now publishing more and better COVID-19 data than ever before. Some gaps remain, but far fewer than at any previous moment in the pandemic. To those of you who have relied on our work this year, thank you for your trust. We’ve tried very hard to deserve it, and we believe that we’re leaving you in good hands.

Mandy Brown, Artis Curiskis, Alice Goldfarb, Erin Kissane, Alexis C. Madrigal, Kara Oehler, Jessica Malaty Rivera, and Peter Walker contributed to this report.