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AAAA (the four A)

By JACOB REIDER

I haven’t blogged this yet, which kinda surprises me, since I find myself describing it often.  
Let’s start with an overview. We can look at health information through the lens of a lifecycle. 

The promise of Health Information Technology has been to help us – ideally to achieve optimal health in the people we serve.

The concept @ the beginning of the HITECH act was: “ADOPT, CONNECT, IMPROVE.”

These were the three pillars of the Meaningful Use Incentive programs.

Adopt technology so we can connect systems and therefore improve health.

Simple, yes?

Years later, one can argue that adoption and even connection have (mostly) been accomplished.

But the bridge between measurement and health improvement isn’t one we can easily cross with the current tools available to us.

Why?

Many of the technical solutions, particularly those that promote dashboards, are missing the most crucial piece of the puzzle. They get us close, but then they drop the ball.

And that’s where this “simple”AAAA” model becomes useful.

For data and information to be truly valuable in health care, it needs to complete a full cycle.

It’s not enough to just collect and display. There are four essential steps:

1. Acquire. This is where we gather the raw data & information. EHR entries, device readings, patient-reported outcomes  …  the gamut of information flowing into our systems.  Note that I differentiate between data (transduced representations of the physical world: blood pressure, CBC, the DICOM representation of an MRI, medications actually taken) and information (diagnoses, ideas, symptoms, the problem list, medications prescribed) because data is reliably true and information is possibly true, and possibly inaccurate. We need to weigh these two kinds of inputs properly – as data is a much better input than information.  (I’ll resist the temptation to go off on a vector about data being a preferable input for AI models too … perhaps that’s another post.)

2. Aggregate. Once acquired, this data and information needs to be brought together, normalized, and cleaned up. This is about making disparate data sources speak the same language, creating a unified repository so we can ask questions of one dataset rather than tens or hundreds.

3. Analyze. Now we can start to make sense of it. This is where clinical decision support (CDS) begins to take shape, how we can identify trends, flag anomalies, predict risks, and highlight opportunities for intervention. The analytics phase is where most current solutions end. A dashboard, an alert, a report … they all dump advice – like a bowl of spaghetti – into the lap of a human to sort it all out and figure out what to do.

Sure … you can see patterns, understand populations, and identify areas for improvement … All good things. The maturity of health information technology means that aggregation, normalization, and sophisticated analysis are now far more accessible and robust than ever before. We no longer need a dozen specialized point solutions to handle each step; modern platforms can integrate it all. This is good – but not good enough

A dashboard or analytics report, no matter how elegant, is ultimately passive. It shows you the truth, but it doesn’t do anything about it.

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Avasure: Tech for helpful watching & remote care in hospitals

Lisbeth Votruba, the Chief Clinical Officer and Dana Peco, the AVP of Clinical Informatics from Avasure came on THCB to explain how their AI enabled surveillance system improves the care team experience in hospitals and health care facilities. Their technology enables remote nurses and clinical staff to monitor patients, and manage their care in a tight virtual nursing relationship with the staff at the facility, and also deliver remote specialty consults. They showed their tools and services which are now present in thousands of facilities and are helping with the nursing shortage. A demo and great discussion about how technology is improving the quality of care and the staff experience–Matthew Holt

What A Digital Health Doc Learned Recertifying His Boards

By JEAN LUC NEPTUNE

I recently got the good news that I passed the board recertification exam for the American Board of Internal Medicine (ABIM). As a bit of background, ABIM is a national physician evaluation organization that certifies physicians practicing internal medicine and its subspecialties (every other specialty has its own board certification body like ABOG for OB/GYNs and ABS for surgeons). Doctors practicing in most clinical environments need to be board-certified to be credentialed and eligible to work. Board certification can be accomplished by taking a test every 10 years or by participating in a continuing education process known as LKA (Longitudinal Knowledge Assessment). I decided to take the big 10-year test rather than pursue the LKA approach. For my fellow ABIM-certified docs out there who are wondering why I did the 10-year vs. the LKA, I’m happy to have a side discussion, but it was largely a career timing issue.

Of note, board certification is different from the USMLE (United States Medical Licensing Examination) which is the first in a series of licensing hurdles that doctors face in medical school and residency, involving 3 separate tests (USMLE Step 1, 2 and 3). After completing the USMLE steps, acquiring a medical license is a separate state-mediated process (I’m active in NY and inactive in PA) and has its own set of requirements that one needs to meet in order to practice in any one state. If you want to be able to prescribe controlled substances (opioids, benzos, stimulants, etc.), you will need a separate license from the DEA (the Drug Enforcement Administration, which is a federal entity). Simply put, you need to complete a lot of training, score highly on many standardized tests, and acquire a bunch of certifications (that cost a lot of money, BTW) to be able to practice medicine in the USofA.

What I learned in preparing for the ABIM recertification exam:

1.) There’s SO MUCH TO KNOW to be a doctor!

To prepare for the exam I used the New England Journal of Medicine (NEJM) review course which included roughly 2,000 detailed case studies that covered all the subspecialty areas of internal medicine. If you figure that each case involves mastery of dozens of pieces of medical knowledge, the exam requires a physician to remember tens of thousands of distinct pieces of information just for one specialty (remember that the medical vocabulary alone consists of tens of thousands of words). In addition, the individual facts mean nothing without a mastery of the basic underlying concepts, models, and frameworks of biology, biochemistry, human anatomy, physiology, pathophysiology, public health, etc. etc. Then there’s all the stuff you need to know for your specific speciality: medications, diagnostic frameworks, treatment guidelines, etc. It’s a lot. There’s a reason it takes the better part of a decade to gain any competency as a physician. So whenever I hear a non-doc saying that they’ve been reading up on XYZ and “I think I know almost as much as my doctor!”, my answer is always “No you don’t. Not at all. Not even a little bit. Stop it.”

2.) There is so much that we DON’T KNOW as doctors!

What was particularly striking to me as I did my review was how often I encountered a case or a presentation where:

  • It’s unclear what causes a disease,
  • The natural history of the disease is unclear,
  • We don’t know how to treat the disease,
  • We know how to treat the disease but we don’t how the treatment works,
  • We don’t know what treatment is most effective, or
  • We don’t know what diagnostic test is best.
  • And on, and on, and on…

It’s estimated that there are more than 50,000 (!!) active journals in the field of biomedical sciences publishing more than 3 million (!!!!) articles per year. Despite all this knowledge generation there’s still so much we don’t know about the human body and how it works. I think some people find doctors arrogant, but anyone who really knows doctors and physician culture can tell you that doctors possess a deep sense of humility that comes out of knowing that you actually know very little.

3.) Someday soon the computer doctor will FOR SURE be smarter than the human doctor.

The whole time I was preparing for the test, I kept telling myself that there was nothing I was doing that a sufficiently advanced computer couldn’t accomplish.

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Trade Ya Subsidies For a Government

By KIM BELLARD

As you may have heard, the federal government is currently shut down, although for many federal workers – those deemed “essential” – that just means they keep on working but don’t get paid (and, in fact, some might never get paid). The cause is the now-standard failure of Congress to pass a budget. As it often does in these instances, the House did pass a continuing resolution (CR) to keep the government open (for seven weeks), and Senate Republicans are willing to go along, but Senate Democrats are balking. Even though they’re usually the ones who advocate “clean’ CRs, this time they’re holding out to include some other legislative fixes. Their key demand: continuing the expanded ACA premium tax credits.  

I am a little puzzled why this is the hill upon which they’re willing to keep the government shut down.

Let’s back up. When ACA was passed in 2010, a crucial component was subsidies to help low- income people afford ACA coverage (along with subsidies for cost-sharing features like deductibles). Subsidies were, and are, crucial for the ACA marketplace to survive. These subsidies came in the form of premium tax credits. 

If you recall the dismal individual health insurance marketplace pre-ACA, individuals couldn’t get coverage unless they passed medical underwriting, and, even then, preexisting conditions exclusions applied.  As a result, few qualified and everyone complained. ACA did away with medical underwriting and pre-existing conditions exclusions, but the only way to ensure that enough healthy people would join the risk pool was to generously subsidize their coverage, much as employers do with employment-based health insurance. Thus the premium tax credits.

The trade-off worked for almost ten years. About ten million people got coverage through the exchanges. Then the pandemic hit. People needed coverage more than ever, yet many people’s incomes crashed. So in 2021 Congress passed “enhanced” premium tax credits as part of the American Rescue plan Act. They increased the amounts of the credits and made them available to some higher income families. Those expanded credits were extended to the end of 2025 as part of the Inflation Reduction Act. 

It is those expanded premium tax credits that are expiring. The original credits would remain. Things would go back to the way they were pre-pandemic (although, of course, premiums are now higher due to inflation). It’d be more of a setback than a catastrophe. 

The expanded tax credits did have a dramatic impact. Enrollment went from about ten million to over 24 million – 22 million of whom had the expanded credits. So it certainly is a non-trivial matter if they expire. KFF estimates that average premiums would double in 2026. 

Still, though, CBO estimates loss of the expanded credits would result in about 3.8 million people losing coverage, which is a far cry from the 14 million whom gained coverage since they were implemented. 

I’m not sure if the CBO is being overly optimistic, or if ACA has taught people to appreciate their coverage. 

Everyone in Congress knew, or should have known, that these tax credits were expiring this year.

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Lynn Rapsilber on Nurse Practitioners

There are a lot of nurse practitioners in the US–over 400,000 (compared to around 900,000 MDs & DOs), and we are training 40,000 a year. But how they are going to be used is not entirely clear. Lynn Rapsilber is an NP whose organization, the National Nurse Practitioner Entrepreneur Network, is working to help her fellow NPs with their professional and business development. She came on THCB to discuss how NPs are developing and how she thinks NPs will contribute in the future as we deal with the current crisis in primary care–Matthew Holt

TytoCare–The Last Few Inches of Telehealth?

Tamir Gottfried, the Chief Commercial and Strategy Officer at TytoCare came on THCB to show us how their remote device works to deliver the last few inches of telehealth. Most telehealth is just a video call but with Tyto’s device, the patient can asynchronously (and/or synchronously) take their vital signs including videos and pictures of the skin, ears, mouth, heartbeat et al, and share it with their doctor. It actually amazes me that they haven’t been more popular but in the last few years Tyto has made significant inroads with health plans and providers delivering their devices, as well as adding chronic care management module, with a forthcoming smart clinic (AI) companion. Tamir explained who, how what and why to me, and gave a not too gruesome demo–Matthew Holt

Penguin–The Flightless Bird of Health AI

Fawad Butt and Missy Krasner started a new AI company which is building a big platform for both plans and providers in health care. Penguin Ai has a cute name, but is serious about trying to provide an underlying platform that is going enable agents across the enterprise. They are health care only, as opposed to the big LLMs. But does health care need a separate AI company? Are the big LLMs going to give up health? And what about that Epic company? Join us as we discuss how this AI thing is going to be deployed across health care, and how Penguin is going to play. Oh and they raised $30m series A to start getting it done–Matthew Holt

Teledoc Medication Abortions Under Attack

By MIKE MAGEE

For those prepared to take a deep breath and relax in the aftermath of the MAGA induced assault on the First Amendment that whipsawed Disney leadership last week as they abandoned and then rescued Jimmy Kimmel, be advised reproductive health access is at the top of the list when it comes to MAGA campaigns to “restrict liberties.”

Consider the ongoing campaign to federally restrict telemedicine enabled medication abortion.

A few facts:

  1. Medication abortion is a process that involves taking two medications (mifepristone and misoprostol) at specific intervals over one to three days. It is approved for use up to the first 70 days of a pregnancy and costs on average about $500.
  2. As defined by Yale Medicine, “Mifepristone is a medication that blocks progesterone activity in a female’s body. Progesterone is a critical hormone for supporting an early pregnancy. The second medication, misoprostol, causes contractions and expels the pregnancy tissue. It typically takes 12 to 24 hours to pass the tissue.”
  3. The overall number of abortions have risen since the Dobbs decision overturned Roe v. Wade. There were 1.1 million US abortions in 2023, that is 88,000 per month compared to 80,000 the year before.
  4. Medication abortions account for 2/3 of all abortions in the US. At least 1 in 4 of these last year involved telemedicine provision by mail order including to citizens from states with highly restrictive abortion laws.
  5. Success rate in terminating pregnancy is 99.6%. Major complications occur in .4% of cases and mortality is nearly non-existent.
  6. Anti-abortion advocates are currently focused on obstructing legal access to abortion pills.

Immediately following the Dobbs decision, 12 states banned abortion and 4 states imposed a 6-week gestational limit on access to abortion. Nine of these states now explicitly ban telehealth enabled medication abortion. Countering these measures, eight states where abortion remains legal have passed “shield laws” that protect health professionals from prosecution by other states for engaging in telehealth support of patients seeking self-care within states where abortion is illegal. By latest count, 1 in 7 telehealth assisted medication abortions involved practitioners from shield states.

President Trump’s campaign pledge to reinstate the dormant 1873 Comstock Act to cripple telehealth efforts in support of medication abortion has gone nowhere. In a similar vein, flawed science studies engineered by anti-abortion advocates attempting to challenge FDA clearances for safety and self management of the drugs involved have been exposed as unscientific, deceptive and biased. Multiple state suits, for and against imposing additional FDA hurdles to access in the absence of demonstrable medical benefit or risk mitigation are piling up in the courts. And Louisiana recently took a different tact, reclassifying misoprostol a “controlled substance” and inviting provider countersuits.

As Cornell legal experts remind us, the freedom of expression and the right to freedom of speech may be exercised “in direct (words) or a symbolic (actions) way.” When first written, and adopted as the first of the original 10 entries in the Bill of Rights in 1791, the First Amendment said: “Congress shall make no law respecting an establishment of religion, or prohibiting the free exercise thereof; or abridging the freedom of speech, or of the press; or the right of the people peaceably to assemble, and to petition the Government for a redress of grievances.”

Nowadays, the provision applies to the entire federal government and is reinforced by the Due Process Claus of the 14th Amendment which protects citizens from state government interference as well.

For better or worse, the actions leading up to the Dobbs decision were led, funded, organized and executed primarily by religious groups, primarily Roman Catholics and Evangelical Christians, joining ranks on the issue five decades ago. Those very religions legitimacy and independence has long been protected by the First Amendment.

A simple listing of the opening salvo of our Bill of Rights reveals a complex tangle of protections that define not only our primary rights as citizens, but also our power and legitimacy as a healthy representative democracy.

What’s included? According to legal experts, our 1st Amendment “protects the right to freedom of religion and freedom of expression from government interference. It prohibits any laws that establish a national religion, impede the free exercise of religion, abridge the freedom of speech, infringe upon the freedom of the press, interfere with the right to peaceably assemble, or prohibit people from petitioning for a governmental redress of grievances.”

Religious leaders remain deeply divided. Opposing reproductive choice while protecting the religious freedom assured by the very same 1st Amendment is a difficult needle to thread. Consider the comment of Baltimore Archbishop William Lori, Chairman of the U.S. Conference of Catholic Bishops’ Committee on Pro-Life Activities, on June 24, 2022, the day of the Dobbs decision: “I recognize there are people on both sides of the question in the Catholic Church. What we are finding though is that when people become more aware of what the church is doing to assist women in difficult pregnancies … hearts and minds begin to change.”

Well, not exactly. A March, 2025 Pew Survey of Catholics nationwide revealed that 6 in 10 Catholics believe that abortion should be legal in all or most cases.

It is ironic that, in attempting to usurp women’s rights to their own reproductive freedoms, that some religious leaders continue to attack the country’s foundational 1st Amendment that has assured the continued existence of their sponsoring organizations.

Mike Magee MD is a Medical Historian and regular contributor to THCB. He is the author of CODE BLUE: Inside America’s Medical Industrial Complex.

Boulder Care: Stephanie Strong & Marianna Zaslavsky

Stephanie Strong, CEO & Marianna Zaslavsky, the (relatively new) Head of Growth at Boulder Care came on THCB to tell Matthew Holt about their service which delivers medication assisted treatment for those suffering from substance used disorder, via telehealth. Stephanie has been one of the leading advocates for getting patients, especially those on Medicaid, access to treatment. She led a campaign to get the DEA to continue to allow substance abuse treatment using medication via telehealth. Marianna joined this summer with the goal of helping patients get access via managed care plans. We discussed a lot about the potential for Boulder to continue its harm reduction strategy for patients, and also the potential limits that might be coming via Medicaid reductions as part of the BBB. Stephanie & Boulder are supporting a campaign called Majority for Medicaid which is raising awareness about the impact of Medicaid cuts on these patients. Some of those stories are here

You can also text MAJORITY to 50409 to urge your representative to protect the promise of Medicaid.

HHS’s Independence: If Not Now, When?

By DAVID INTROCASO

After having worked in DC for sixteen years, in 2013 I created The Healthcare Policy Podcast.  The title was in part intended to be sarcastic because healthcare policymaking in DC is very narrowly drawn.  Consequently, healthcare delivery is excessively commodified, reductionistic and financialized or in sum anachronistic and ironically lacking purchase.  If the policy objective was health, we’d be healthier.  We’re not.  For example, though anthropogenic warming poses the greatest threat to human health, we’ve no related healthcare policy. 

Among more conventional issues, there is no serious policy discussion regarding HHS’s mission “to enhance . . . the well-being of all Americans.  That we treat the disease not the person means we define health as simply the absence thereof.  The same for excess deaths, comparatively declining life expectancy and compressing morbidity among Medicare beneficiaries who will soon exceed 20% of the population.  As for children, HHS’s recent “Make Our Children Healthy Again” report expressed concern about children’s aerobic fitness but was silent about the prevalence of childhood sexual abuse despite Jeffrey Epstein and the Congress’s own serial child molester former House Speaker Dennis Hastert.  Bizarrely, the AMA has yet to rescind Speaker Hastert’s 2006 Nathan Davis award for “outstanding contributions to the betterment of public health.”  The HHS report was also silent about Medicaid reform even though the program provides healthcare for roughly half of US children.  It is similarly remarkable how seldom if ever names like Arrow, Canguilhem, Farmer, Foucault, Illich, Marmot, Starfield and Virchow are discussed in healthcare policy circles.  

Now after OBBBA cuts to the Medicaid and Medicare programs, 500 rounds fired into six CDC buildings, one killing a police officer, and seven months of HHS moral obliquity we are confronted with the reality that healthcare policymaking is now unambiguously on the road to nowhere.  This may be because, having failed to appreciate Richard Hofstadter, Humphrey Building leadership is busy fomenting a new chapter in anti-intellectualism.  We’re left to ask if healthcare enshittification has now been achieved possibly because healthcare policymakers have adopted Mark Manson’s “The Subtle Art of Not Giving a F*ck.”

The good news is the storm and stress about HHS no longer being fit for purpose could be effectively cured if the Congress, along with support from MedPAC, MACPAC and others, would work to free the department from politicization or partisan influence by redefining it as an independent agency.  If policymakers exercised more imagination such a simple and obvious reform would have already received serious attention.          

The idea of an independent HHS has at least been recognized.  Roughly twenty years ago Dr. Arnold Relman, the esteemed former editor of The New England Journal of Medicine, argued healthcare be managed by a “National Health Care Agency” defined as a hybrid public-private entity like, he said, the Federal Reserve.  Similarly, HHS would be governed by an independent board whose members would be nominated by the president and confirmed by the Senate for 14-year terms. 

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