Fwd: COVID-19: What data can tell us. And what it can't.

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Fwd: COVID-19: What data can tell us. And what it can't.

Tom Johnson
Per this morning's presentation and conversations

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Tom Johnson - [hidden email]
Institute for Analytic Journalism   --     Santa Fe, NM USA
505.577.6482(c)                                    505.473.9646(h)
NM Foundation for Open Government
Check out It's The People's Data                 
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---------- Forwarded message ---------
From: Marjorie Childress, New Mexico In Depth <[hidden email]>
Date: Fri, Mar 27, 2020 at 1:17 PM
Subject: COVID-19: What data can tell us. And what it can't.
To: <[hidden email]>


What data can tell us. What it can't.
"The safest message is that a single case can lead to further spread."

By Marjorie Childress

New Mexico’s COVID-19 cases increased to 136 yesterday, 13 people are hospitalized, one person has died. And now, the governor wants the U.S. Department of Defense to set up a staffed 248-bed combat hospital in Albuquerque. 

Lujan Grisham wrote it’s “urgently needed” in a letter to Defense Secretary Mark Esper because COVID-19 might overwhelm  New Mexico’s medical facilities.

That’s where New Mexico stands at the moment, and the combination of those stats, not to mention all the data and modeling that’s swirling around the internet, might make you anxious. 

Many turn to data to help them understand the world. But the big problem with data about COVID-19 is the gaps. There are many. Still, as insufficient as available data is, what we do have may provide much-needed perspective. 

New Mexico In Depth compared U.S. Census bureau state population numbers to data compiled by the Covid Tracking Project. There’s some data missing, due to gaps in what individual states are reporting. But there’s enough to show New Mexico in the top tier of states for tests conducted per 100,000 people, according to our analysis and that of others. Even though the state hasn’t near enough testing capacity, leaving most who want one high and dry, it seems to be doing as many as it can. The more testing we’re able to do the better, because that helps officials trace and hopefully contain the virus.



New Mexico also has one of the lowest positive test rates. In other words, the percent of tests in New Mexico coming back positive is very low compared to other states. Once the numbers were updated yesterday afternoon, New Mexico’s positive test rate had increased to 2%, still very low comparatively. It was one percent before that. 



In an interview Thursday, Dr. Chad Smelser, deputy state epidemiologist, agreed New Mexico’s positive test rate is low.

One possibility for that, he said, is the state tests a greater range of people.

“In the state of New Mexico, we’ve taken the approach of testing more people than other surrounding states,” he said. “If you focus your testing only on the very sickest patients who have no other explanation for their illness, you’d expect to have more of those test positive in that population. When you expand to a greater number of people, people with milder symptoms, on occasion we had people tested who had no symptoms, you would expect the rate at which your test is positive to be lower.”

Another possible explanation for the low rate, he said, is that there’s not an “overwhelming” amount of the virus in New Mexico, right now, although officials are seeing it throughout the different regions of the state.  

Smelser noted that there are models circulating on the internet with projections about how many people may eventually get the disease, and how many could be expected to die. He said he and his colleagues evaluate those models for applicability to New Mexico but cautioned that they can’t be applied in cookie cutter fashion. The state is geographically large with a small population. Mashing it up in the same models as hyper-dense New York City doesn’t help New Mexicans understand how COVID-19 will spread in their state. The DOH and its partners are working to come up with New Mexico modeling, he said, that takes into account density, demographics, and other factors specific to the state. 

In the end, available data and models at our fingertips about COVID-19 are insufficient. We simply lack the data we need, which is unnerving for people who turn to data--many of us --to make sense of the world. 

But there is one data point Smelser sounded very definitive about.

“The safest message is that a single case can lead to further spread,” he said.

With more testing there will be more positive test results. Looking at cumulative numbers reported by the New Mexico Department of Health shows how the number of tests and positive results have swerved skyward since March 4. 



It’s that curve upward that authorities are so diligently trying to flatten through social distancing and isolation policies for the general public. It’s the data we are urged to take to heart.

Studies have shown that New Mexico has fewer hospital beds than the national average. Given that, even if New Mexico’s infection and hospitalization rates ultimately are low compared to other states, its hospitals may still not have enough capacity for very ill patients who will need ICU beds and ventilators for survival if there’s a need all at once. 

That’s a likely reason Lujan Grisham began very early ordering businesses closed and urging New Mexicans to stay at home, so as to slow the rate of infection. And why now, she’s called for an Army hospital in New Mexico. 




Covid-19 Resource Pages  ---- Please let us know what we should add to our resources page. 

 
  • New Mexico In Depth is mapping the outbreak in New Mexico. Here is our resource page
  • The  State of New Mexico resource page.
  • The Centers for Disease Control and Prevention resource page with information about the disease, prevention and containment efforts. 

This week from New Mexico In Depth

Domestic violence: NMID’s Celia Raney wrote about the increased risk of domestic violence as New Mexicans find themselves enduring stay at home orders with no end in sight. 

Spring semester goes online: State officials reported today that all public schools in New Mexico would move to online instruction through the end of the semester. 

Working from Home: The U.S. Department of Veterans Affairs reversed course to allow some administrative staff to work from home during the COVID-19 pandemic one day after New Mexico In Depth and ProPublica reported that the federal agency had banned such telework authorizations.

Lack of protective equipment: Officials confirmed to Bryant Furlow that frontline clinicians in Albuquerque — the hospital workers most likely to come into direct contact with contagious patients — face rationing of personal protective equipment, or PPE, and are not being tested for COVID-19 unless they start to show symptoms. 

Community spread: New Mexico is experiencing community transmission of COVID-19, which is more worrisome to public health experts than travel-related transmission of the virus. Bryant Furlow explained why. 

Las Cruces: Positive cases of COVID-19 are stacking up in Southern New Mexico’s population center. New Mexico In Depth fellow Leah Romero reports on what the city has done so far.
 

New Mexico In Depth is mapping the outbreak by county. 
Click on the map below for an interactive map of New Mexico by county. 


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