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Working for Private Equity: A Radiologist’s Experience

07.25.22 // Radiology

This is part three in a series of posts about private equity in radiology. The first was this essay. The second was an interview with former PE analyst and current independent radiologist Dr. Kurt Schoppe.

This third entry is a Q&A with a radiologist who recently left a PE-owned practice and their experience as someone who joined a freshly purchased practice, made “partner,” and then left anyway.

I suspect this radiologist’s experience is very generalizable, but regardless it’s a rare and interesting perspective to hear, especially regarding their equity/stock holdings. The person providing their perspective will remain anonymous, and I’m also not interested in naming and shaming the group. This is intended to share a novel viewpoint and be helpful for trainees (and maybe also be interesting to spectators):

Read More →

Sigh-RADS

07.18.22 // Radiology

This is a work in progress, but I humbly submit a draft proposal for a new multimodality standardized radiology grading schema: Sigh-RADS.

Sigh-RADS 1: Unwarranted & unremarkable

Sigh-RADS 2: Irrelevant incidental finding to be buried deep in the body of the report

Sigh-RADS 3: Incidental finding requiring nonemergent outpatient follow-up (e.g. pancreatic cystic lesion)

Sigh-RADS 4: Off-target clinically significant management-changing finding by sheer chance.

Sigh-RADS 5: Even broken clocks are correct twice a day (e.g. PE actually present on a CTA of the pulmonary arteries).

Sigh-RADS 6: Known malignancy staged/restaged STAT from the ED

 

Update (h/t @eliebalesh):

Sigh-RADS 0: Inappropriate and/or technically non-diagnostic exam for the stated clinical indication.

Radiology Call Tips

07.06.22 // Radiology

It’s July, and that means a new generation starting radiology call. I’m not sure I’ve ever done a listicle or top ten, so here are fifteen.

The Images

  1. Look at the priors. For CTs of the spine, that may be CTs of the chest/abdomen/pelvis, PET scans, or *gasp* even radiographs.
  2. Look at all reformats available to you. On a CT head, for example, that means looking at the midline sagittal on every CT head (especially the sella, clivus, and cerebellar tonsils) as well as clearing the vertex on every coronal.
  3. Become a master of manipulation. If your PACS has the ability to generate multiplanar reformats or MIPS, don’t just rely on what the tech sends as a dedicated series. Your goal is to make the findings, and you should be facile with the software enough to adjust the images to help you make efficient confident decisions, such as adjusting the axials to deal with spinal curvature or tweaking images to align the anatomy to the usual planes when a patient is tilted in the scanner. MPRs are your tool to fight against confusing cases of volume averaging.

Reporting

  1. Your reports are a reflection of you. I don’t know if your program has standard templates or if those templates have pre-filled verbiage or just blank fields.  There is nothing I’ve seen radiologists bicker about more than the “right” way to dictate. What is clear is that you should seriously try to avoid errors, which include dictation/transcription errors as well as leaving in false standard verbiage. We are all fallible, and Powerscribe is a tool. Do whatever it takes to have as close to error-free reports as humanely possible.
  2. Seriously, please proofread that impression. Especially for mistakingly missing words like no.
  3. Templates and macros are powerful, useful, and easily abused tools, just like dot phrases and copy-forward in Epic. I am all for using every tool you have, but you need to use them in a way that comports with your psychology and doesn’t make you cut corners or include inadvertently incorrect information.
  4. Dictate efficiently. If you are saying the same thing over and over again, it should be a macro. If you use PowerScribe, you can highlight that magical text and say “macro that” to create a new macro. (On a related note, “macro” is a shorter trigger word than “Powerscribe”.)
  5. More words ≠ more caring/thoughtful. As Mark Twain famously said, “I didn’t have time to write a short letter, so I wrote a long one instead.” It’s easier to word vomit than to dictate thoughtfully, but no one wants to read a long (or disorganized) report. Thorough is good, but verbose doesn’t mean thorough. It usually means unfiltered stream of consciousness. The more you write, the less they read.
  6. Never forget why you’re working. The purpose of the radiology report is to create the right frame of mind for the reader. Our job is to translate context/pretest probability (history/indication) and images (findings) into a summary that guides management (impression).
  7. Address the clinical question. This is especially true in the impression. If your template for CTAs was designed for stroke cases and says some variation of “No stenosis,” that impression would be inappropriate for a trauma case looking for vascular injury.
  8. Include a real history. Yes, there are cases where an autogenerated indication from the EMR is appropriate, but there are many more where that history is either insufficient or frankly misleading/untrue. You need to check the EMR on every case for the real history. Then, including a few words of that history is both the right thing to do and also very helpful for the attending who is overreading you.

Your Mindset

  1. Radiologists practice Bayesian statistics every day. This is to say: context matters. A subtle questionable finding that would perfectly explain the clinical situation or be more likely given the history should be given more psychological weight in your decision-making process than if it would be completely irrelevant to the presentation. For example, a sorta dense basilar artery is a very different finding in someone acutely locked-in than somebody with a bad episode of a chronic headache.
  2. Work on your tired moves. We can’t all make Herculean calls at 4 am. When you’re exhausted and depleted, you rely on the skills you’ve overtrained to not require exceptional effort. For radiologists, this boils down to your search pattern. You need to not just have well-developed search patterns but also to have sets of knee-jerk associations and mental checklists of findings to confirm/exclude in different scenarios to prevent satisfaction of search (e.g whenever you see mastoid opacification in a trauma case, you will make sure to look carefully for a temporal bone fracture).
  3. Everyone is a person. The patients, the clinicians, the technologists, and any other faceless person you talk to on the phone. It’s easy to feel distanced and disrespected sitting in your institution’s dungeon. But even you will feel better after a hard night’s work when you’re a good version of yourself and not just someone sighing loudly and picking fights with strangers.
  4. Music modulates the mood.

Should You Care About the ACR’s DXIT Exam?

06.08.22 // Radiology

Who & What

The Diagnostic Radiology In-Training (DXIT) is radiology’s in-service/in-training exam and it’s typically taken by R1, R2, and R3 residents midway through the year. Every(?) specialty has one.

It’s important to note that the ACR (the American College of Radiology) offers the DXIT exam, whereas the ABR (the American Board of Radiology) controls the longer multiple-choice nightmare that is initial board certification in the form of the Core and Certifying exams. These are different organizations that exist for different purposes that just happen to both provide multiple-choice tests for radiologists. The DXIT is one of many things the ACR does. Torturing you with their exams is literally all the ABR exists to do. The ACR is a democratic deliberative body. The ABR is not. They also don’t necessarily see eye to eye on the topic of certification.

Does the DXIT matter?

In the strictest sense, the DXIT simply does not matter. The ACR has no control over your future. The ACGME requires programs to perform a “summative assessment,” and the DIXT simply fulfills that need.

DXIT performance only matters if your program thinks it matters. There are no inherent consequences, good or bad, for your performance. Whether or not you get a high five or put into a remediation plan or just receive an email with your scores is up to your program.

It’s my anecdotal impression that most program directors don’t care all that much about the DXIT. If you get 95th percentile, you’ll probably get a pat on the pack? I know my program used to give out an award every year to the resident with the highest score. (The only awards available to non-senior residents were the highest in-service exam score and the research award. Perhaps a very narrow set of behaviors to promote and recognize, but that’s just my take.)

So if you are wondering if it “matters” for you, the answer is probably not: Statistically, most people are not going to perform at the extremes, and even programs that do care are likely to care most about poor performance. All things being equal, programs would obviously prefer their residents perform better than average (and our residents certainly do by a large margin).

But if you’re somewhere in the middle of the pack (i.e. ~50th percentile), I suspect it won’t really matter for you in your program unless otherwise specified. Every group has an average. If your program thinks you need to be at the 70th percentile or some other arbitrary floor in order to not get dissed in your semiannual review, then they should tell you.

Interpreting performance

One of the key limitations in interpreting in-training performance is this: did you study? Presumably, one key factor influencing how much you study is how big of a deal your program makes about the in-service exam. Therefore, residents in those programs may study more and outperform their national peers. Is this meaningful in the real world? Probably not? How does one compare the real-world performance of a resident who studies for two weeks and achieves 70th percentile and one who doesn’t study and gets 50th? I have no idea. High performance without dedicated review and low performance despite preparation are probably substantially more meaningful—but the test isn’t designed for any of that. It’s just a summative assessment.

However, if you are below average, and particularly if you fall in the bottom quintile, I would take the results more seriously. I want to be clear that such a score doesn’t mean you are a bad radiologist or a bad resident or that you do bad work. These are knowledge-based assessments that include a broad and idiosyncratic swath of radiology concepts. These tests are a poor proxy for real-world competence. However, standing between you-as-you-stand-now and you-the-independent-practitioner-of-radiology is a longer and more arduous exam that is the DXIT’s spiritual cousin. This is a wake-up call that you need to start or change the process you’re using to learn radiology. Either you need to up your radiology book learning earlier and/or begin the serious incorporation of high-quality questions into your regular review (e.g. if you haven’t been using your program’s RadPrimer subscription, then start).

Why it really matters

So, I would argue the real reason the DXIT matters, if at all, is as a predictor of Core Exam passage and therefore a possible wake-up call that your personal status quo may not be sufficient.

The reality is that the passage rate for the Core Exam is around 10-15% and that everyone will study much, much more for the Core Exam than they do for the in-service exam. Therefore, the conclusion that people in the bottom quintile of the DXIT are at substantially higher risk of Core Exam failure is highly intuitive. The Core Exam isn’t curved, but logically it’s not a stretch to imagine that the people performing the worst on one radiology multiple-choice exam might also be the same group that would perform worst on another radiology multiple-choice exam.

It’s obviously not perfect, but it’s probably the best thing we have access to at the moment.

There’s some data to back this up, and there are a few relatively recent papers that cover this:

  • Predictors for Failing the American Board of Radiology Core Examination
  • Predictors of Success on the ABR Core Examination
  • The Relationship Between ACR Diagnostic Radiology In-Training Examination Scores and ABR Core Examination Outcome and Performance: A Multi-Institutional Study

From the first paper:

This chart is from the first paper. Despite a relatively thick confidence interval, their conclusion was that “residents with scores below 20th percentile should be concerned.”

From the second paper:

In our study, higher percentile performance on the ACR ITE strongly predicted success on the Core Examination (P = .003322). [This was based on survey results where the average percentile of the passing group n=251 was 58th and of the failing group n=19 was 33.2th.]

Residents should see the ACR ITE as a crucial step in their training and adequately prepare for it.

From the third paper:

DXIT and Core outcome data were available for 446 residents. The Core examination failure rate for the lowest quintile R1, R2, and R3 DXIT scores was 20.3%, 34.2%, and 38.0%, respectively. Core performance improved with higher R3 DXIT quintiles. Only 2 of 229 residents with R3 DXIT score ≥ 50th percentile failed the Core examination, with both failing residents having R2 DXIT scores in the lowest quintile.

Interestingly, in both studies that tracked multiyear DXIT performance, the relationship between DXIT and Core performance was stronger for R1 and R3 residents and statistically insignificant for R2 residents. Why might that be? If anything, one might assume that the R1 performance would be the least useful given that many R1 residents are taking the exam before taking many of the relevant rotations. (For example, I hadn’t had body CT, ultrasound, mammo, or peds, to name a few). Perhaps the R1 results more reflect generic test-taking acumen, the R3 results partially capture early Core prep, and the R2 results are garbage because everyone is too tired from joining the call pool to bother preparing. Or perhaps the data is just messy garbage. Who knows?

Some possible takeaways

Fact: The statistical trends above are not destiny. It is information. What you choose to do with it is up to you.

If you feel like you studied for the DXIT but still performed in the lowest (or perhaps second lowest) quintile, then you need to look at your study methods. There’s a concept in educational literature that testing is learning. If you aren’t regularly testing yourself (e.g. question banks, flashcards), you are missing an opportunity for effective active learning as well as an important tool in the fight against the forgetting curve. Learning to practice radiology at the workstation and learning to master radiology testing are related but ultimately different tasks.

If you destroyed it, particularly as an R3, then your odds of failing the Core Exam probably approach zero (not that you are ready without studying per se (although maybe!?), but rather that with reasonable preparation you should be able to succeed by a clear margin (especially now that conditioning physics is no longer possible).

Resources

Unlike the ABR, the ACR is not so precious with its questions. Every year they release the test and its answers. See ‘previous exam sets’ on their In-Training Exam page.

For the flashcard fans among you, someone collected all those kindly released in-service exam questions from 2002-2021 into a big DXIT Anki deck, which in addition to being an extremely efficient DXIT review is also essentially a free high-quality almost ~2500 question Core Exam qbank.

The ACR also made a slew of question-containing ebooks for Continuous Professional Improvement (CPI) free during the pandemic, and those are still available for download. The files are all ebooks (.epub), so you’ll need an e-reader app (e.g. Apple Books) to view them.

You should also at some point read the ACR Contrast Manual.

Take home

I wish we had better predictive tools/exams for radiology that trainees could use during dedicated prep time to predict Core Exam passage like the score estimation available for the USMLE exams. We don’t. For every person that fails the Core Exam, there are also probably two who wildly overprepare.

Even though its interpretation is a little muddy, the DXIT is the best we have for now. It can give you a blurry snapshot of where you are versus where you likely want/need to be.

The Truth about Private Equity and Radiology with Dr. Kurt Schoppe

05.09.22 // Medicine, Radiology

Have you ever talked to someone above you on the food chain—usually with the word manager, director, or Vice President somewhere in their job title—and after they depart, you just stared blankly into the distance while slowly shaking your head thinking, Wow, they really don’t get it. What a useless bag of skin?

Well, that’s the opposite of my friend Dr. Kurt Schoppe, a radiologist on the board of directors at (my friendly local competitor) Radiology Associates of North Texas and payment policy guru for the American College of Radiology where he works on that fun zero-sum game of CMS reimbursement as part of the RUC. He’s whip-smart and has a unique perspective: Before pursuing medicine, Dr. Schoppe was a private equity analyst.

Consider this transcribed interview a follow-up to my essay about private equity in medicine published a few months ago.

Here’s our (lightly edited conversation):

Read More →

Recommended Books for Radiology Residents

05.02.22 // Medicine, Radiology

[This updated/revised article was originally published way back on December 21, 2013]

There are lots and lots of radiology books out there.

Rather than list oodles of options, I’ve made a short editorial selection for each section. There are obviously many good books, but your book fund is probably not infinite and you need to start somewhere.

First-year residents, in addition to Brant and Helms Core Radiology, might start with these recommendations prior to buying any additional texts that they are unlikely to read at length during their first exposure to each section.

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Recommended Reading for First-year Radiology Residents

04.29.22 // Medicine, Radiology

[This updated/revised article was originally published way back on December 12, 2013]

Expectations for first radiology residents include a whole lot of reading. Tons and tons of reading. The follow-through on that expectation may be somewhat less impressive, but you’ll still do your best to pretend. Given the dizzying array of options, a curated list of book recommendations seemed like a good idea.

With your limited resources, as an R1 I recommend first buying the general books that will serve you well throughout the year (and beyond). If you still have more funds, you can figure out what to buy next based on your interests and needs (and this list) after you’ve read what you’ve got. At that point, your program’s library (and/or unofficial digital library) will be a good place to see what’s worth your money. You’ll be doing a lot of your reading for free online anyway.

Last Updated April 2022. Since I initially wrote this list, I’ve also added an additional post on Approaching the Radiology R1 Year.

General goodness

The quintessential Brant and Helms’ Fundamentals of Diagnostic Radiology was historically gifted by many programs. Find out if your program still does so before buying your own copy.

The huge single edition looks better on a bookshelf but is cumbersome. It’s too heavy to carry in a bag and honestly too heavy to sit in your lap. Get the 4-volume edition if you actually want to use it. I owned the single edition, and as a result, I only really used the online access. And, to be frank, while B&H may be the classic introductory text, it’s overrated and definitely not uniformly good throughout. Too much text with too few pictures, often overwhelming for the junior resident. If your program doesn’t use it, I probably wouldn’t bother.

Core Radiology: A Visual Approach to Diagnostic Imaging is the “new” monograph (first published in 2013, its title shamelessly taking advantage of CORE exam dread and a pattern subsequently used in many radiology books since). It’s a better introductory approach than B&H for new residents (or those at the beginning of board review). It was finally revised for a second edition in September 2021, so it’s fresh. Bullet points, shorter paragraphs, bigger font, more diagrams, and (an initially) single authorship with tailored content mean that this volume presents a coherent and more practical approach than the old standby.

Aunt Minnie’s Atlas and Imaging-Specific Diagnosis is a fantastic quick read. It’s organized by section with a collection of classic “Aunt Minnie” cases that you must learn because they’re common or classic fodder for conferences and the like. Each section is short so you can spend an evening or two reading it at the start of a rotation.

Top 3 Differentials in Radiology is another quick, excellent general book. While Brant and Helms may have been the quintessential introductory text, textbooks don’t necessarily serve as the best introduction to day-to-day work. Each page presents a single finding (e.g. solitary pulmonary nodule), the most likely diagnoses with brief descriptions, and a few pearls.

The text that concisely supplies the radiology facts (but not the images) was classically the Primer of Diagnostic Imaging (the “purple book” aka “First Aid” for radiology), which has lists, outlines, and diagrams galore. It was historically well-liked but has the potential to cause death by bullet point (personally not my cup of tea), and I’d argue Core Radiology now handles this task better overall. A slightly cheaper, question-and-answer formatted alternative is Radiology Secrets Plus. In my opinion, these two volumes are more of historical interest and can be safely skipped.

One step up in terms of detail from Top 3 Differentials is Clinical Imaging: An Atlas of Differential Diagnosis, which is organized by a pattern recognition approach. It’s a huge, atlas-like book, which you may or may not be that interested in reading.

So, in my opinion, Core Radiology, Aunt Minnie’s, and Top 3 Differentials are three things I would buy at the very beginning, as they’ll serve you well throughout the year.

Some people like to start with textbooks. Others prefer cases. I think there is something to be said for cases and classic findings, which give you a sense of familiarity with the subject prior to digging into a dry textbook chapter. For every rotation, you could go over your atlas to get a grip on the anatomy, then follow it with the relevant sections of Top 3 Differentials and Aunt Minnie’s, and the combination wouldn’t take more than a few days.

Most books focus on pathology and rarely provide a practical approach for how to review studies in real life (i.e. how to develop a search pattern). It’s something people slowly figure out on their own or try to derive from attendings. One adjunct some might find useful for approaching different exam types is Search Pattern.

Anatomy

You can use a variety of free online atlases and tutorials as early anatomy resources:  UVA’s  Introduction to Radiology, Radiology Masterclass’s CT Brain anatomy, the very cool RAAViewer software, HeadNeckBrainSpine (RIP), FreitasRad’s Musculoskeletal MRI, Stanford’s MSK MRI, CaseStacks, Learning Neuroradiology, etc etc.

Good dead tree atlases include Fleckenstein’s Anatomy in Diagnostic Imaging (on the pricey side) and Imaging Atlas of Human Anatomy (on the affordable side, and well worth it for someone who wants a paper atlas). Sectional Anatomy for Imaging Professionals is more of an anatomy textbook, with descriptions, diagrams, and selected cross-sectional images.

The most useful overall is IMAIOS’ e-Anatomy, which is an excellent website and app available as an annual subscription. If your program doesn’t buy you access, you should come together as a residency and request it. Radiopaedia has supplanted StatDX in a lot of use-cases, but e-Anatomy is pretty clutch (though still painfully detailed in some situations and yet wimpy in others).

Physics

Physics may be essential for the boards (and life), but understanding MRI physics is the subset most likely to help you both interpret studies, troubleshoot technical challenges, and understand pathophysiology. Learning MR physics early will help you make the most of your MR rotations (if your program relegates you to reading plain films for your first nine months, then nevermind). My favorite introduction is the Duke Review of MRI Principles, which is surprisingly affordable for a radiology book and a must-buy content-wise. It’s quick and case-based.

Another fantastic MR physics book for the non-physics crowd is MRI made easy (well almost), which is old but relevant, out of print, impossible to buy, and very easy to download online. For the rest of physics, the cheap book is Huda’s Review of Radiologic Physics (Bushberg’s costs more and says more than you probably want to know; I’m not sure anyone reads it anymore in the era of the Core exam). You don’t necessarily need either. The RSNA modules are fine content-wise, but the online flash design/format is truly horrible and painful to behold.

Sectional

What books you should supplement with on each rotation will depend both on what rotations you have during your first year and how much reading you actually get done. A more complete list can be found here, but here are a couple of guaranteed hits:

On chest, Felson’s Principles of Chest Roentgenology is what you need to read for plain films. For cross-sectional chest/body, Fundamentals of Body CT is a more portable and readable replacement for Brant and Helms.

Call-Readiness

A new resource (as of April 2020) that I think is super neat is CaseStacks, a new subscription service that puts a ton of high-yield bread and butter cases with actual DICOM images and a serviceable web-based PACS that lets you actually experience real scrollable pathology as you do in real life (and not just an image or two as in most question banks). Each case also has findings (often including ancillary findings, like real life) and a pretty solid sample report, which will help you see practical examples of how to put some words on the page. I would absolutely have done this as a first-year or early second-year before taking call. (If my program had a subscription, I’d probably try to knock out the relevant cases first thing during the rotations like neuro CT as well.) As per my usual affiliate MO, I reached out and was able to secure you 15% off with the code benwhite.

What should I read as an intern to prepare for radiology?

Nothing. You can go in blind and not look particularly stupid.

That said, you can often pick up old books for ridiculously cheap if you want to get a headstart. Most of it won’t stick without having the volume of daily reading and dictation to put it into context.

A more useful book to read as an intern (any intern for that matter) is Felson’s, which is the book for plain film chest interpretation. Everyone should know how to do this. As a bonus, you may get to see how full of it some of your senior residents and attendings are “who read all of their own films.” Save the big book-buying for when you have a book fund to burn through.

If you’re really interested, you can hammer home some anatomy and familiarize yourself with basic radiologic pathology online. The Radiology Assistant is a really nice concise resource for a wide variety of normal and pathology. Radiopaedia concisely explains a great number of topics and has become the true Wikipedia of radiology. You can also browse the web and watch online lectures. Most societies have oodles of resources and free membership for trainees.

Once you’re ready for further reading, here is my compilation of highest yield texts for residents broken down by section/modality.

The ABR Lawsuit Continues

02.26.22 // Radiology

I thought after the last dismissal that the class-action lawsuit against the American Board of Radiology had died, but it continues.

Last week on February 16th, the “Court Of Appeals 7th Circuit” on YouTube (1.1k subscribers, in case you’re curious) streamed a brief 20-minute back-and-forth between the lawyers and the appeals court judges.

You can listen to the audio-only video on YouTube here (the ABR portion runs from 1:57 to 2:18, but that link should take you to the correct timestamp). In typical pandemic fashion, the ABR’s lawyer accidentally started off muted.

The case was heard by a panel of three judges. It is striking how short the oral arguments were: merely 20 minutes, and honestly barely enough time for the lawyers to do more than refer to the things they’ve written in the past and make mistakes.

The lawyers also seem incapable of addressing questions meaningfully. They either answer in circles or by restating points in ways that suggest that they may not actually know the answers.

I would not claim to have a meaningful understanding of the legal standing of the claim(s) against the ABR nor the ABR’s rebuttal to those claims, but you can read the most recent brief against the ABR here. Section titles under the heading “Statment of Facts” include such gems as “MOC is a Pure Money-Making Venture, for Which Monopoly Prices Are Charged, and Which Has Enriched ABR’s Coffers by More than $90 Million” and “There Is No Evidence of Any Benefit from MOC.”

If you’d like some background reading about the Sherman Antitrust Act, enjoy.

Fungibility

The initial judge seems to focus on whether MOC and other CPD (continuing professional development aka CME) products are fungible (i.e. mutually interchangeable), which of course they aren’t in the strict sense because the ABR has a monopoly in the certification market and no radiologist can choose to do anything other than be compliant with MOC or risk being unemployable.

From my reading, that’s sorta the whole point of the lawsuit.

OLA (ABR’s “online longitudinal assessment” program) may essentially be a CME product, but let’s be real here: Radiologists are not really paying the ABR for the OLA experience; they are—and have always been—paying for the credential.

“MOC” isn’t “Recertification”

There’s an interesting point where the ABR lawyer engages in historically inaccurate wordplay (at 2:08) saying that “recertification by its nature is different than MOC” because “it suggests that someone has to take a test to recertify,” whereas the ABR “chose a different path” in MOC because MOC “going forward post-2002” would require a “maintenance component, not recertification.”

This is super duper untrue because the switch to “time-limited certification” in 2002 was still very much the era when MOC actually did include a recertification test every ten years. The move to OLA didn’t take place until 2019, so the “different path” is a much much more recent fork in the road. (This is of course not to mention the simple fact that OLA functions as a test (taken in “tutor mode”) spread out over time with statistical assessment carried out after the participant answers 200 questions).

The ABR’s lawyer argues that Siva [the plaintiff] knew he had to do ongoing MOC when he got his certification as opposed to another exam-based recertification paradigm as she previously alluded to. But this is in fact also demonstrably false. Part of Siva’s initial complaint was that after passing the ABR’s 10-year recertification exam, he wasn’t given any credit toward MOC when the ABR started OLA in 2019. He did recertify. It didn’t matter how many years were left before your next test under the old (but still modern) system, you still had to do OLA (and pay the fees) on day 1.

At this point, a second judge asks the ABR lawyer point blank “what are the other MOC requirements [outside of OLA]?” and she dodges because she clearly doesn’t know. She says, “I believe that there are other components, but I don’t want to get too far outside of the allegations, your honor,” which is, essentially, I could bore you with the details but…

He basically calls her out but doesn’t make her clarify.

MOC is Whatever We Say It Is

That same judge then goes on to bizarrely toss the ABR a bone and explains he was asking about the other components in order to parse the plaintiff’s argument against the ABR precisely because he believes it would be “extremely difficult” to argue that there is separate market demand for products “akin” to OLA.

This is an amazingly off-the-mark supposition in a world where there are several commercially successful products akin to OLA including multiple radiology-specific question banks (nearly all of which also predate the ABR’s OLA offering.) He then goes on to say he thinks radiologists are basically also paying the ABR for other random CME courses, which is also untrue.

Perhaps recognizing this friendly mistake about the uniqueness of OLA, the ABR’s attorney responds (paraphrasing):

ABR: no, that’s the wrong question because demand for OLA is irrelevant; it’s demand for MOC that matters, and MOC is whatever the ABR says it is.
Judge: “You can’t evade the substance of section 1 through the label [MOC], you know that…without using the label, what is the content of what you call MOC.”
ABR: …ABR is entitled to determine the content of its certification.

Essentially, the judge is trying to figure out if there is separate demand for some of the components of MOC, which is, of course, yes. But (but!) the ABR’s response: that demand is irrelevant because—to invoke the parlance of my people—MOC ingredients are only kosher if they’ve been given a hechsher by the authority of the ABR.

In real life, these are the quick answers to the judge’s query:

  • For OLA, as we just described, there is inarguably a robust market of radiology-specific question banks, most of which provide some assessment component and some of which even also provide official CME. These are largely analogous to the ABR’s OLA offering with the key distinction that the ABR doesn’t control them and profit from them. (And I suspect it is this desire to distance MOC from CPD that prevents the ABR from offering CME credits for the work required to do OLA despite very frequent requests from diplomates).
  • The non-OLA components are merely rubber-stamping the CME and QI/QA work that doctors basically have to do anyway. I think most people would agree it would be “extremely difficult” to argue that these provide independent value.

“That Cannot Possibly Be Your Position”

In response to the ABR’s it’s-my-party-and-I’ll-cry-if-I-want-to stance, the judge is flabbergasted:

“There’s no possible way…You can’t take the position that ‘we are the ones that certify and therefore we can define the content of the certification requirement without regard to the limitations of section 1 [of the Sherman Antitrust Act].’ That cannot possibly be your position”.

The ABR lawyer says no, but she’d just said that very thing and then literally reiterates it again in almost the same words.

This was presumably met with a long blank stare during the very pregnant pause in the audio.

So, she meant yes.

And the ABR is not entirely wrong, because MOC isn’t really a CPD product. The CPD part of MOC (OLA) is merely the veneer of credibility for the program. MOC isn’t really about CME.

It’s a tithe.

Conclusion

The reality is that every single person talking in that courtroom made statements that would be comically false to any practicing physician in any specialty and any participating member board of the American Board of Medical Specialities.

It’s no surprise that legal cases take forever, cost a fortune, and are generally unsatisfying. Over two years since the initial lawsuit was filed and the system still doesn’t even know the basic nuts and bolts of what recertification “continuing” certification actually requires and means for physicians.

The ABR and Platinum Transparency

01.20.22 // Radiology

It’s the time of year for breaking New Year’s resolutions and paying annual fees to the ABR.

In honor of the season, from the American Board of Radiology’s blog:

“In October, we posted on our website the most recent financial statements for the ABR and the ABR Foundation. Postings include the 2020 990 forms and statements of financial standing for the year ending December 31, 2020.

Additionally, since 2017, the ABR has earned GuideStar’s Platinum status, the highest level of organizational transparency recognition.”

I can appreciate the desire to toot your own horn but perhaps less so the justification for self-congratulation.

The ABR, like all nonprofits, must furnish their Form 990 every year. The additional financial statements they recently posted online essentially contain the highlights from this mandatory filing. They are the same documents I’ve also personally obtained in the past in response to a request for greater financial transparency/information. They are overall less detailed and differ only in some minor categorical changes due to their nature as documents intended for internal review and not regulatory compliance.

Now, this is of course outside my wheelhouse—I’m not a compliance officer at a nonprofit nor a federal auditor—but essentially doing the minimum is—to me—not a cause for celebration or even the sweet semi-embrace of patting your own back. I don’t expect a high five for not stealing nor a gold star for filing my taxes on time every year. Those are the rules. And if that small effort places the ABR in rarefied company amongst nonprofits, that probably says more about the United States’ implementation of the nonprofit tax designation than it does about the ABR.

In case you were curious, the ABR said it lost $4.2 million dollars in 2020 from their…strategic reserve of $46+ million. The ABR’s functional expenses have typically ranged from $13-15 million during the recent period from 2012-2017 and up to $17.2 million in 2018. 2020? $24 million.

The two biggest expenses in 2020 according to the financial statements were $11.2 mil for “office expenses” and $9.8 mil for “personnel expenses.” Some of the financial statement numbers differ slightly from the Form 990 for reasons I wouldn’t pretend to understand, but the official document breaks down that office expense a bit further and attributes $8.7 mil of it to “occupancy” (according to the IRS that’s “rent; heat, light, power, and other utilities expenses; property insurance; real estate taxes; mortgage interest; and similar occupancy-related expenses”).

That occupancy figure is a big jump. Here’s what it’s been in recent years:

2019 $1,371,602.
2018 $932,561.
2017 $1,092,930
2016 $383,165
2015 $395,661
2014 $1,147,284

I sent the ABR a congratulatory email about their Guidestar Platinum status and asked if they could provide some more information about this portion of their functional expenses and in particular the significant jump during the pandemic. To his credit, Executive Director Wagner personally responded:

The amount in question includes costs related to our commitment to a fully remote testing model during 2020. Some of the specifics of these transactions are bound by standard non-disclosure terms with outside firms.

I know you’re thinking that $7+ million in additional occupancy expenses for a testing process that involves less, umm, occupancy is a bit counterintuitive. Unfortunately no details were forthcoming, but one potential large expense could have been a commercial lease buyout for the now-defunct large exam center in Chicago (the ABR owns its office building in Tuscon).

In related news, I had also inquired about that lease, and he was gracious enough to provide a very specific answer:

As of January 31, 2022, the ABR will have no active lease agreements, so our occupancy costs will be significantly lower moving forward.

The lease is up mere days from now. Therefore, in this new world of platinum transparency and financial stewardship, candidates and diplomates should almost certainly expect a significant decrease in fees next year.

(Right?)

The Private Equity Model in Medicine is Flawed

01.13.22 // Medicine, Radiology

It can be hard for trainees in the job market to make sense of the current state of affairs. Everyone knows private equity companies have been gobbling up practices around the country in an ever-consolidating market, but the implications of this trend are another matter entirely.

Most people willing to talk openly about private equity and radiology, for example, are those not working for private equity in radiology. The messaging from those in the industry is usually a vague hey come on over guys the water is fine. And there are several reasons for this. One big one is that many of these deals are fresh, and the partners who’ve sold their practices to private equity are still in the vesting period for their buyout and contractually obligated to continue working and not undermining the groups they’ve sold. There are nondisclosure agreements in play, and folks are not gonna be posting about how terrible a decision it was on Facebook while simultaneously recruiting to keep the practice afloat amidst an exodus of associates. Even unhappy associates are unlikely to badmouth their group publicly, certainly while employed but often even after leaving due to bad karma/small world effects.

However, discussion in private tells a different story.

One of the perks of writing online (and working for a large, democratic, independent, 100%-radiologist-owned practice) is that I get to talk to a lot of people.

And for residents, fellows, and those wondering how things are going, here’s my impression: the private equity model in medicine is fundamentally flawed.

(I should clarify before we go on that private equity is a financing model and not an operational certainty, though PE-firms do have a well-deserved reputation for corporate-bad-acting in the name of short-term profits even when doing so damages the underlying business’ long-term prospects).

((I should also mention the opposite isn’t necessarily true either: just because a practice is independent doesn’t mean that it is therefore honest, well-run, or democratic. Every potential job should be evaluated on its own merits)).

(((And lastly, plenty of other practices, including academic ones, have been using the same techniques to increase revenues at the expense of the academic and patient care missions. If growth and profit are the primary metrics for a healthcare enterprise, then high-quality care and intangibles like good teaching will invariably suffer.)))

The Pitch

The only doctors who can reliably benefit in a private equity transaction are those senior partners close to retirement who can take their money and retire. They often do this by destabilizing that group for the long term and undermining the profession.

There are good reasons some doctors might make less money in the future, such as in order to increase access and improve health equity or to spread the zero-sum Medicare pie more evenly between different specialties.

However, sacrificing autonomy and paying a large fraction of revenues to a corporate overlord is less likely to be one of the good ones.

I want to be clear that not all groups that have sold to PE have done so in an opportunistic fashion just to cash out, there are many lines the PE folks use to entice groups to sell.

For example, they may argue that they will be able to make up for their cut by negotiating higher rates under a bigger corporate umbrella with a larger market share. (While theoretically possible, this is usually not the case. Reimbursement rates are generally falling, and negotiated rates rarely go up sufficiently if at all to make that math work out. In particular, the No Surpises Act, if current challenges fail, will cause substantial downward reimbursement pressure).

They also will argue that they can leverage IT infrastructure, “AI,” and other goodies to make your practice more efficient. (But ultimately the increased efficiency is mostly related to radiologists simply reading more cases per day. That’s the kind of efficiency that corporate America is used to. Squeezing more.)

Other times they may use market dominance to aggressively compete for contracts and force groups to assimilate (i.e. the Borg method). This is especially true for second-order acquisitions in a metro after a private equity firm has already captured significant market share, allowing the firm to mop up more groups and hopefully achieve local dominance. Even in areas without a substantial PE presence, firms can sometimes use their relationships with health networks or imaging center chains to exert a lot of pressure, particularly when contracts are up for renegotiation. The general trend of healthcare consolidation has made this easier.

The Sale

So what happens in a private equity sale? Recently, that has meant that a group has sold a controlling share of itself to the private company in exchange for a monetary sum that typically vests over a period of time (e.g. five years). A significant portion of that money (e.g. 20-50%) isn’t cash but is instead “equity” (an ownership stake in the form of stock) in the parent company. That equity is always a minority stake and never results in control. The “shares” a physician holds are a different class than the “shares” the PE-owners hold, and that makes all the difference.

The partners who get the benefit are also on the hook for the vesting period. If you don’t stay, you don’t get all the money. They also have a contractual obligation to keep the group running and reproduce the financials that gave rise to the sale. And this is important because keeping the group running is not always an easy feat, especially if the partners were already pumping the rank-and-file for higher productivity in order to look better before selling.

After a sale, the PE owners eat first. The initial buyout amount is typically a multiple of a capitalized share of group revenue. The bigger the fraction sold, the larger the number (e.g. 30%) the new PE owners take from operating revenues (and therefore the less available to the doctors actually doing the work). If the partners were aggressive in maximizing the buyout windfall, the less they’ll earn going forward in salary.

The Profits

In the world of operations management, a company can increase its profits by increasing revenues and/or decreasing costs. When you take over a new business, increasing revenues may be a goal, but it’s not a guarantee and rarely something you can achieve out the gate in an otherwise reasonably functioning enterprise. Lowering costs though? Well, that’s some easy math.

The low-hanging fruit is to “streamline” operations and increase efficiency, which in radiology mostly amounts to each radiologist reading more RVUs, hopefully also for less pay. You could lose/fire some people and keep patient volumes the same, or have the same number of people do an increasing amount of work instead of hiring to handle growth. When non-partner rads quit and you can’t recruit, then you automatically earn higher profits as the same amount of work is divided among the remaining rads on staff. Congrats.

Decreased pay and increased work are the hallmarks of value extraction in the corporatization playbook (and certainly not unique to the PE-financing model).

But, ultimately, this is where the math breaks down.

This is not a silicon valley start-up where you hope to hit a home run with crazy multiples or a unicorn IPO. These are mature service businesses in a highly regulated industry. There’s simply isn’t enough operational wiggle room for a company to take a big revenue percentage off the top without changing the function or structure of the underlying business in undesirable ways. There are no exponential profits like through selling software. Doctors earn money linearly through patient care. You earn more money by doing more work. There is no free lunch.

I have yet to see or hear of an example where true efficiency gains have offset the haircut or where billing improvements have led to substantially better collections (radiology practices, in general, have not been the dominant perpetrators of unsavory practices like surprise billing). There may be examples out there, but if there are, those positive details are being kept under even better wraps than the negative ones that have managed to filter through.

No one goes into medicine because they want to practice dangerously high-volume care.

The Death Spiral

Value extraction is not the same thing as wealth creation. A good business doesn’t just take a slice of the pie, they make the pie bigger. Practices can grow organically, but it is no easy feat for a mature practice to grow at the level required to please equity investors. And investors must get their returns.

Right now there are more job postings on the ACR job board than there are graduating trainees. There is quite literally a shortage of radiologists, and many new graduates are shying away from PE practices when they can. In order to compete, PE firms have begun increasing pay and shortening “partnership” tracks in order to stay competitive, but ultimately these moves will only further erode the profits they need to make to keep the enterprise rolling and pay down their debts.

I’ve been doing some recruiting for our practice recently and in doing so talked to multiple people from all across the country who are trying to bail from private equity managed practices. The stories are different and yet all the same.

Partners who regret that sale, who often felt forced to sell due to local factors when other groups had already sold or who bought the line that they needed to get big to survive.

Groups that were promised that under the new umbrella, reimbursements would rise and that it was those higher revenues and magical unicorn fairy dust efficiency gains that would pay for the rent-seeking of their corporate overlords and leave their groups healthy for the future.

Groups that then didn’t see those promises come to fruition but did have an obligation to keep their groups afloat during the vesting period even after working conditions worsened and young radiologists left, creating a death spiral where the job gets worse and worse leading to more call and higher productivity demands and—of course—more difficulty recruiting. This perpetuates until either the group can’t fulfill their contracts and they lose the business or, as will be happening increasingly soon, the partners flee for retirement or other greener pasture independent groups for the next stage of their careers.

The Future

(/ what is a young doctor to do?)

You should do whatever you want.

But since you’re here, here’s what I would do: If you are a young grad and want to lay the foundation for a long-term career, I would suggest avoiding these practices when possible. At the minimum, you must find out about turnover, find out why people left, and ideally talk to those people for an honest assessment. These are things you should be doing for any potential job but are especially important in the recent acquisition setting.

Even terrible jobs don’t sound terrible when they’re being sold.

The model is flawed, and things are going to get worse in these practices before they get better. As of right now, there are certainly PE jobs out there that are day-to-day solid, and they might stay that way. But recent history has shown that we shouldn’t take the future for granted.

Of note, the PE funding model allows these companies to do things, at least in the short term, that lead to growth or at least a good-on-paper job. They can and do use debt (borrowed money) to grow the business: to buy more practices, invest in infrastructure, etc. Many of these well-paying desirable-seeming positions are not funded by operations but by debt, meaning that the company has borrowed money to artificially pay well for jobs that would otherwise be unaffordable based on the revenues of the business itself. This may not be sustainable.

That sort of leverage is how companies scale rapidly. Recently, we have come to the point in the cycle where debt is being used to prop up struggling service lines. Soon, we may get to the point where cash flows can’t cover existing loan obligations and more debt is needed to pay off the old debt (i.e. The Ponzi stage).

For example, desperate to hire mammographers, PE practices have been offering generous employee track positions. These are probably both temporary and unsustainable. As a young rad, you might make a lot more money in the short-term immediate future taking one of these jobs, but the deal will stay just as long as it needs to for recruitment and not a moment longer. A reimbursement change to digital breast tomosynthesis a few years from now or a slash in technical mammo reimbursement probably won’t change your salary much in a democratic group, but it likely will if you’re picking a job based on chasing the biggest number you can find.

While finishing up training, you also may have no idea what it feels like to earn that extra high salary either. If you don’t mind jumping ship in a year or two for healthier volumes or a real say in the direction of the practice, then you can take that risk. But if you’re hoping to establish roots somewhere, then some extra money upfront may not be the right call for you, especially when you consider the non-competes these practices universally utilize (the biggest existential threat to a corporate practice is its doctors quitting and reforming a new practice under their noses).

It’s not that one choice or the other is wrong; it’s that you need to have your eyes open, understand the situation, and make the right choice for yourself.

Again, there’s no free lunch. Many independent democratic groups simply can’t sweeten the pot for individual hires the way a group hiring employees can. When you own your practice, the company’s profits are your profits. When you’re an employee, your pay is the biggest cost for the company, and physician salaries are the biggest expense for any corporate-style practice (academics included). The goal is to pay you the least amount possible that the job market will tolerate. Right now, the job market is hot and pay is pretty good. But markets change.

In addition to the obvious operational problems of the death spiral, buying growth hasn’t been cheap.

For example, the credit agency Moody’s recently said that the country’s largest radiology practice, Radiology Partners, has a debt load of around $3.2 billion due between 2024-2028: “The practice’s liabilities over the summer remained at roughly 8 times its earnings before interest, taxes, depreciation, and amortization.”

That’s a lot of leverage and a significant “execution risk” as Moody’s points out. It may not be possible for a company like RP to service this debt on earnings alone, and it may well need to raise more money to pay off its previous funding.

You see where this is going.

These companies will need more money than ever at the same time that their underlying businesses may become more unstable than ever. The big reason some lucrative specialties are in this situation is that it’s been so easy to raise capital and so easy to take on debt, two things that may not last forever. If the credit markets tighten, it may not be possible for companies to borrow said money when they need it. If earnings are flat or falling thanks to regulatory and reimbursement changes, no one may be interested in pouring good money after the bad.

The fact: no one knows what’s going to happen in the next decade.

While the easiest profit for a PE firm is to replace higher partner salaries with lower associate ones, that still requires that you are able to find enough people willing to work for lower salaries. Instead, with the current job market, they’ve often been forced to offer higher salaries. Higher salaries mean fewer profits unless the job really sucks. 

What you’re left with is a job that might have the right numbers on paper but at great risk for a lot of empty promises on the ground.

Ultimately, these are trends, not destinies. Not every PE-backed group is bad to work for and certainly not every independent group is good. And I definitely can’t fault any young rads for taking temporarily good jobs that might not work out long-term when their older colleagues are the ones that helped create this mess in the first place.

What I can say is that—philosophically—I don’t think accountability to non-physician third-parties can lead to sustainable high-quality patient care, and the majority of young radiologists agree. If you feel compelled to take a job due to local factors, then so be it: just know what you’re getting into, and be prepared for the job to change—potentially substantially—over the next few years.

Healthcare is very complicated, and it’s no longer as isolated an industry from general economic trends and market forces as it used to be. The storms are harder to predict and more challenging to weather. Every middle man is an extra layer of complexity, and that complexity should add commensurate value to be justified. I have yet to see a convincing argument that this is the case.

The Takeaway

All of this is not to say that as an individual you can’t have a good experience working for a particular group regardless of their financing or operational structure (even if the underlying business model is flawed).

And, there can be real perks to being an employee or contractor.

This is likewise not to say that you can’t be taken advantage of and treated poorly by an independent group. This absolutely does happen, and I want to be clear that physician ownership is unfortunately not synonymous with healthy group culture.

This is merely to say that the need to provide profits to a third party for whom profit is their modus operandi introduces unavoidable friction to running a healthcare business that appropriately balances high-quality patient care, physician reimbursement, and a sustainable work model.

And the next few years should be interesting.

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