When Efficiency Becomes a Death Sentence: How America Is Doing to Its Doctors What It Did to Its Tech Workers
Match Week is March 16–20. While thousands of American medical graduates anxiously await their futures, the system that trained them has already decided many of them don't matter.
Last year, the numbers were staggering. 1,383 U.S. MD seniors did not match into a residency program. Another 1,080 prior-year U.S. MD graduates (people who had already been through the grinder once) did not match again. And 2,501 U.S. citizens who trained at foreign medical schools also failed to find a spot. Add in the unmatched DO graduates, and the total climbs past 6,000 American doctors left without a path forward.
At the same time, 5,864 non-U.S. citizens matched into American residency programs.
Read that again. More than 6,000 American physicians, people who committed years of their lives, took on hundreds of thousands of dollars in debt, and passed every exam the system put in front of them, were turned away. While nearly 6,000 foreign-trained physicians were welcomed in.
What a messed up situation caused not by coincidence, but by policy.
We’ve Seen This Movie Before
In the 1990s and 2000s, the American tech industry made a fateful decision. Rather than investing in domestic talent pipelines, training American engineers, paying competitive wages, and building sustainable career paths, corporations discovered a more efficient solution: import workers on H-1B visas, pay them less, bind them to their employers through visa regulations, and still lie about an impending “skills shortage.”
The displacement of American technology workers was devastating, not just economically but also professionally and culturally. Entire career ladders collapsed. Institutional knowledge walked out the door. And the foreign workers who replaced them, talented as some were (although many were ordinary or below ordinary), arrived with no roots in the communities they served, no long-term stake in the companies that employed them, and no leverage to push back against deteriorating conditions.
We accepted this trade because it was efficient. It was cheaper. It optimized the spreadsheet.
The consequences were a demoralized workforce, a hollowed-out profession, and an innovation ecosystem that increasingly served shareholders rather than the nation.
Now we are doing the same thing to medicine. And the stakes are infinitely higher because when you optimize a software deployment incorrectly, you push a patch. When you optimize patient care incorrectly, people die.
The Efficiency Trap in American Medicine
The hospitalist system was the first warning sign. Beginning in the late 1990s, hospitals discovered that replacing a patient’s own physician with a rotating “hospitalist” (a doctor whose entire practice is the inpatient ward) reduced length of stay, cut costs, and improved throughput metrics. On paper, it was a triumph of efficiency.
What it destroyed was the therapeutic relationship. A doctor who has known you for fifteen years brings irreplaceable knowledge to your hospital bed: your history, your fears, your family, and your values. A hospitalist who meets you at admission brings paperwork, protocols, and productivity targets. The patient became a unit of throughput rather than a person with a story.
Now, state by state, legislatures are pushing further down this same road. Rather than investing in expanding residency programs, rather than addressing why 6,000 American doctors cannot match, policymakers are creating fast-track licensure pathways for internationally trained physicians who have never completed a U.S. residency.
Seventeen states have now enacted laws allowing foreign-trained physicians to practice without completing ACGME-accredited residency training. The rationale is familiar: physician shortage, underserved communities, access to care. These are real problems. But the solution is being engineered for efficiency, not outcomes.
No One Wants to Talk About Quality
Here is the question that is somehow impolite to raise: how do we objectively verify the quality of a physician’s clinical work performed in another country, under another healthcare system, with different standards, different resources, and different patient populations?
The answer, under these new state laws, is largely: we don’t.
A physician who practiced for a decade in a resource-limited setting abroad brings real clinical experience. But U.S. medicine is a specific ecosystem, with its own medicolegal standards, its own informed consent culture, its own expectations around patient autonomy, its own documentation requirements, and its own insurance and credentialing system. American residency training doesn’t just teach medicine. It teaches medicine in America with all the complexity, liability, and human nuance that entails.
A written examination cannot assess any of this. A supervision period of two to three years may begin to address it. But these physicians are being provisionally licensed and placed in underserved communities, the most vulnerable patients, with the highest burden of chronic disease and the deepest distrust of the medical system, before that verification is complete.
The Indentured Dimension
There is one more piece to this that almost no one is discussing. These new state laws don’t just fast-track foreign physicians into practice. They bind them to their sponsoring employer.
Arkansas law requires three consecutive years of employment with the original hiring institution. Florida requires two. Both states mandate that the physician notify the state medical board within five business days of any employer change. The license itself is the leash.
Moreover, the Arkansas law (as per Act 404 (2023), codified in Arkansas Code § 17-95-403(b)) adds a unique layer of supervision dependency: the provisional license authorizes practicing medicine only within the clinical programs approved by the sponsoring physician who is licensed by the Arkansas State Medical Board. As reported by The Match Guy, the statutory requirements as enacted include:
An applicant who is licensed under this section shall: (A) Maintain his or her employment with the original healthcare provider that operates in this state for at least three (3) consecutive years after licensure; (B) Notify the Arkansas State Medical Board within five (5) business days after any change of employer; (C) Appear personally before the Arkansas State Medical Board” upon specified conditions.
This creates a captive workforce: a physician who cannot leave a bad situation, who cannot report unsafe staffing ratios, who cannot negotiate wages, and who cannot refuse unreasonable demands without risking their license to practice is not a free professional. They are something closer to indentured servants.
And the healthcare systems that sponsor them know it.
Meanwhile, the 6,000 American doctors who did not match this year will spend Match Week watching their email, wondering whether four years of medical school and a quarter-million dollars in debt have left them with anything at all.
Efficiency Is Not a Medical Value
Medicine is not a supply chain. Patients are not units. Physicians are not interchangeable components.
The qualities that make a great doctor (clinical judgment, therapeutic trust, cultural competence, longitudinal knowledge of a patient) are built over years of relationship. They cannot be imported at scale, optimized for throughput, or certified by examination. They emerge from the specific, inefficient, irreplaceable experience of training deeply inside the system in which you will practice.
We learned this with tech workers the hard way. The efficiency gains were “real”. The costs were real too, and they were paid by the workers who were displaced, the communities that lost them, and ultimately an industry that sacrificed its own depth for its quarterly margins.
In medicine, the costs of that same bargain will not be borne by shareholders. They will be borne by patients. And some of those patients will not survive the optimization.
Match Week comes and goes every March. This year, as thousands of American doctors learn whether the system has a place for them, it is worth asking a simple question: if we are importing physicians because we don’t have enough, why are we simultaneously discarding six thousand of our own?
Special thanks to The UnmatchedMD for assisting with this article. You can check out their work here: https://unmatchedmd.com/








Kevin,
I enjoyed that read. I was on an Advisor contract with a medical startup last year; for the sake of an NDA, I cannot be detailed. However, I have learned that when efficiency replaces judgment and trust, the cost is not some theoretical outcome; it is, as you say, real lives.
Efficiency is useful, but it’s no substitute for judgment, experience, or trust. Just look at the last person you hired who is great at the tasks and has all the skills but lacks judgment, experience, or trust. Fatal in a startup. Fatal in medical use cases: when a poorly architected AI agent or agentic AI system is trained on erroneous corpora, it starts issuing dangerous advice or diagnoses.
When systems optimise for speed and throughput over human context, it is incredibly dangerous. There are more than a few willing to set aside concerns about negative outcomes in favour of a payday.
This is a warning we should take seriously across all sectors
Best,
Graham.
Did you make it to the MAHA moms conference this week? Does RFK Jr's fan club want their sons and daughters to grow up to be doctors and nurses? What recommendations did (would) you (Doctors Without Jobs) have for HHS.GOV?
TIA
John
groenveld@acm.org