This @politico article is thankfully generating interest in public health data systems, an area many of us have been trying to sound the alarm about domestically & globally for decades. For context, let’s #ThinkLikeAPublicHealthOfficial /1
politico.com/news/2021/08/1…
As a public health official, what do I need for something as seemingly basic as counting all lab-confirmed #COVID cases? /2
First, you need a law passed by a state/local legislature or regulation from an administrative body with force of law (eg Board of Health) that requires all clinical labs to report confirmed cases /3
That law must specify: *electronic* reporting, minimum data elements, specific messaging standards, reporting within a defined timeframe, and penalties for non-compliance /4
Second, you need multiple staff with whose full-time job is to monitor labs for compliance & continuously upgrade systems when new tests, instruments, technology emerge. /5
Third, you need stable, annual funding to ensure these personnel have training, software, equipment, infrastructure to continuous support labs and upgrade to latest messaging standards /6
Fourth, you need political support to enforce non-compliance. Yep - if you’re a health agency penalizing a facility w/substantial political & economic clout in your jurisdiction, you better trust that your elected executive has your back /7
Fifth, you need staff whose full time job is to process and clean the data (eg, duplicate tests, age and birth year conflict) and can merge data with other data streams using complex matching algorithms /8
Sixth, you need another law specifying that providers (not just labs) must report cases diagnosed using point-of-care (eg antigen) tests with similar standards for reporting and penalties for non-compliance as with labs /9
Seventh, you need separate staff whose full time job is to survey and support providers (whose issues are different than labs) to ensure compliance with electronically reporting cases confirmed using point-of-care tests /10
All of these staff above must have training in epidemiology, microbiology, & informatics. And you must be able to provide them with software & IT infrastructure to merge data from all sources, analyze it, and prepare reports that are accurate and identify limitations /11
Eighth, you need a capital budget that you can tap (without prolonged delays) to continually upgrade systems & you need direct access to elected officials to continuously upgrade laws / regs to match latest disease (what happens when there is COVID-2022?) /12
Even with all that, what happens when lab doesn’t have the patient's address, date of birth, race? The lab only has what provider puts on requisition-can they order a test w/out that info? Do you have a system to help providers & labs solve multi-facility problems?/13
Starting 2009, public health budgets were decimated by the Great Recession. How many govts considered public health informatics specialists, software, data systems critical and untouchable when making budget cuts? /14
After the Great Recession, how many govts approved a sudden infusion of personnel & capital & annual funding because this is critical infrastructure? How many said we need to fix our laws to match the threat of emerging infections? /15
Oh - and even if a health agency got $ to upgrade - how do you hire & retain the best epidemiology, laboratory, & informatics personnel when they can make twice as much with free snacks & stock options at a tech company? /16
How do you use the $ to purchase software on the open market when commercial vendors want to sell you the "solution" they made for hospitals & doctor's offices, and want to shoehorn your public health needs into their system, creating more problems rather than solutions? /17
How long does it take a special request to get approval from govt budget & management agency to hire your own staff to develop a proper IT solution? And then have them develop & test it? After it’s done, what happens when you learn it’s using old tech that needs upgrading?/18
In a federated system, each State (and many big cities) needs to be going through this reckoning and decide if it’s going to upgrade its laws, budget, and personnel to match its health security needs. /19
So if you Think Like A Public Health Official in August 2021, how confident are you that you have the political commitment today & for the foreseeable future to make this happen in all 50 states (+territories), especially when several are curtailing public health authority? /20
This is why Federal leadership on this issue is so vital. Money, legal framework, standards, political attention, monitoring, accountability. We won’t transform US public health data systems without it, and articles like this will be written again and again. /21

• • •

Missing some Tweet in this thread? You can try to force a refresh
 

Keep Current with Jay Varma

Jay Varma Profile picture

Stay in touch and get notified when new unrolls are available from this author!

Read all threads

This Thread may be Removed Anytime!

PDF

Twitter may remove this content at anytime! Save it as PDF for later use!

Try unrolling a thread yourself!

how to unroll video
  1. Follow @ThreadReaderApp to mention us!

  2. From a Twitter thread mention us with a keyword "unroll"
@threadreaderapp unroll

Practice here first or read more on our help page!

More from @DrJayVarma

3 Sep
There seems to be a lot of misunderstanding about how to make indoor air safer to prevent #COVID19 in @NYCSchools. Much of this argument is about terminology, science, technology, evidence, and how to turn evidence into policy (1/n)
In infectious disease epidemiology:

Ventilation = bring new air into a room, send old air out of a room

Filtration = pull old air through a machine, filter the old air for small particles, push the newly-filtered old air out (2/n)
For ventilation in school, there are 2 approaches:

“natural” = windows & doors that use air currents to pull new air in & push old air out

“mechanical” = central heating/ventilation/AC that pulls new air in & pushes old air out (3/n)
Read 15 tweets
3 Mar
.@NYCHealthCommr and I held a technical briefing for the media this morning about #COVID19 #variants in #NYC. Important summary points in this thread 1/12
People are increasingly worried whether they should do something different. This is very reasonable, b/c we’ve all seen stories worrying abt #variants & we may someday need to change what we do. Right now, the answer is: there’s nothing different we should be doing 2/12
Wear a well-fitting mask (even 2), maintain distance, wash your hands, get tested. When your turn comes up, get vaccinated: it’s the best way to protect yourself against being hospitalized or dying from #COVID19 & it’s the path to getting back to the things we love doing 3/12
Read 12 tweets
2 Mar 20
With rapid spread #COVID19, @AfricaCDC needs to prepare clinicians to
-rapidly identify patients at risk
-triage to home vs. hospital
-manage severe disease according to best available evidence

Brief summary of what's planned in this thread. More details later.

(1/5)
Online webinars using @WHO curriculum to promote discussion in real-time by clinicians about existing recommendations & to debate complex scenarios

@WHO materials are great:

openwho.org/courses/severe…

who.int/publications-d…

#coronavirus

(2/5)
WhatsApp and Twitter-based questions/answer, open discussions, & sharing of learning materials (e.g., short videos, infographics, tables)

#coronavirus

(3/5)
Read 5 tweets
3 Feb 20
Lots of Twitter chatter across globe about “suspect cases” or “confirmed case” in [insert] country, and Tweets being released about “confirmed case in [insert country],” then retracted.
Please consider….

(1/5) #coronavirus #nCoV
Not all of those being quarantined &/or tested meet @WHO definition of suspect case. Some countries quarantining & testing (as is their right) anyone w/history of exposure. Better to talk about ‘# people being tested,’ rather than ‘X suspect cases.’

(2/5) #coronavirus #nCoV
Public does not have a right to the identifying details of everyone tested. Right to confidentiality should only be broken if absolutely no other way to protect health, e.g., confirmed infection & no way to identify contacts w/o public identification.

(3/5) #coronavirus #nCoV
Read 5 tweets

Did Thread Reader help you today?

Support us! We are indie developers!


This site is made by just two indie developers on a laptop doing marketing, support and development! Read more about the story.

Become a Premium Member ($3/month or $30/year) and get exclusive features!

Become Premium

Too expensive? Make a small donation by buying us coffee ($5) or help with server cost ($10)

Donate via Paypal Become our Patreon

Thank you for your support!

Follow Us on Twitter!

:(