More Harm Than Healing: How Medical School Admissions Is Creating a Public Health Crisis
By Dr. Rene Roberts, MD, MS, FAAFP | TEDx & Keynote Speaker | Board-Certified Family Medicine Physician
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Before anyone on an admissions committee ever reads your name, your application may already be gone.
Not rejected. Not reviewed and declined. Gone — filtered out by an algorithm before a single human being has laid eyes on your personal statement, your letters of recommendation, your years of clinical experience, or the story that brought you to medicine in the first place.
This is one of the first things I tell every pre-medical student I mentor. Some already know. Many do not. But all of them — every single one — deserve to understand the system they are walking into before it makes decisions about their future.
And the rest of us need to understand it too. Because the healers being filtered out today are the ones you may desperately need tomorrow. When you are sick. When you are scared. When you need a doctor who truly understands you.
They may not be there.
And nobody told you that either.
This is what I called algorithmic gatekeeping in my TEDx talk “Who Gets To Heal?”
And it is the quiet engine behind a crisis most people do not even know is happening.
The Door That Closes Before You Ever Knock
At many medical schools, the first stage of the admissions process is automated. Your GPA and MCAT score are entered into a formula, a threshold is applied, and applications that fall below it are filtered out — often before a human reviewer ever sees them. (JackWestin.com, 2026; ScienceInsights, 2026)
The exact cutoffs are almost never published. Schools do not advertise them. They do not have to. But the data from accepted students, admissions consultants, and internal advisor reports tells us enough.
Many MD programs use MCAT screening cutoffs between 500 and 505. At top-tier programs — Harvard, UCSF, Penn, Columbia — the unofficial screen sits closer to 515 or 516. (ResidencyAdvisor, 2026)
Here is what that means in plain language.
"Holistic review almost always happens after numerical screening. Not before."(ResidencyAdvisor, 2026)
So the applicant who worked full-time through college while supporting a family. The one who spent three years as a community health worker in an underserved neighborhood. The one whose personal statement would stop an admissions officer cold — that person may never be read at all.
The algorithm got there first.
The Numbers That Should Stop You Cold
In the 2024-2025 academic year — the first class admitted after the Supreme Court's decision to end affirmative action in higher education — here is what the data showed.
Black medical student enrollment dropped 11.6%. (AAMC, January 2025)
That was the third consecutive year of decline.
Hispanic and Latino enrollment fell 10.8%. American Indian and Alaska Native enrollment collapsed by 22.1%. (AAMC, January 2025)
And here is the part that should make everyone stop and read that again.
The number of Black applicants actually increased by 2.8% that year. Hispanic applicants increased by 2.2%. More students from underrepresented communities applied. Fewer got in. (AAMC, January 2025)
UCLA researcher Dan Ly, MD, PhD, said it plainly: "We're losing a generation of doctors from these underrepresented groups."(Medscape, January 2025)
A generation.
Not a statistic. A generation.
A Gap 120 Years in the Making
The physician workforce in this country does not look like the country it serves.
Black Americans make up 14% of the United States population, yet they make up only 5% of its physicians. And according to a study from UCLA, the number of Black physicians in America has increased by only 4% over the past 120 years. (ACCC, citing UCLA, 2024)
Hispanic Americans represent 20% of the population. They are 7% of the physician workforce. (KFF, 2025)
American Indian and Alaska Native patients? Less than 1% of active physicians share their background. (AAMC Physician Workforce Data)
This is not a pipeline problem that appeared overnight. This is a system that has been producing the same result — year after year, decade after decade — and responding with task forces and statements while the gap quietly widens.
And now, in the first admissions cycle post-affirmative action, the numbers are moving in reverse.
This is a Patient Care Crisis
I want to be very precise here, because this is the part the conversation usually skips.
This is not just about representation. This is not just about optics or demographics or checking boxes. This is about what happens to patients — real patients, your family members, your neighbors, you — when the physician workforce does not reflect the communities it is supposed to serve.
Research published in The Review of Economics and Statistics (MIT Press) found that race-concordant patient-physician relationships — when a patient and their doctor share the same racial background — result in longer consultation times, lower rates of unnecessary testing, and fewer return visits after discharge. (MIT Press, 2023)
A study from UCLA Health found that Hispanic patients treated by Hispanic surgeons had measurably better clinical outcomes. (UCLA Health, 2025)
Research from The Commonwealth Fund has documented for decades that race and ethnic concordance between patients and physicians is associated with higher satisfaction, better communication, and more participatory decision-making. (Commonwealth Fund, 2004)
The evidence is not ambiguous. When patients are seen by a physician who understands their community, their culture, their language, and their lived experience — outcomes improve.
And when we filter those physicians out at the admissions stage, it is not just a medical school diversity problem. It is a patient care crisis.
The System Is Not Broken — It Is Working Exactly As Designed
I have said this on stages and I will say it here.
The medical school admissions system is not failing. It is doing precisely what it was built to do — selecting applicants based on metrics that favor students with resources, preparation, and access. The problem is not that the system is malfunctioning.
The problem is what it was designed to optimize for.
A 3.86 GPA. An MCAT above 511. Unpaid research hours. Unpaid shadowing. Years of experience that only become possible when you are not working two jobs to afford your application fees. (JackWestin, 2025; AAMC)
These are not measures of who will be a great doctor.
These are measures of who had the most support getting here.
And the students who grew up in the zip codes that need doctors most — who speak the languages of patients who feel invisible in the healthcare system, who understand what it means to navigate illness without insurance or trust or access — those students are being screened out before anyone reads a single word of their story.
The System Is Producing Exactly What It Was Built To Produce
I have said this on stages and I will say it here one more time.
This is not a diversity problem waiting to be solved by a task force.
This is a system selecting for the best-resourced applicants, calling it meritocracy, and hoping no one looks too closely at what gets lost in the process.
The students who grew up in the zip codes that need doctors most — who speak the languages of patients who feel invisible, who understand what it means to navigate illness without insurance or trust or access — are being screened out before anyone reads a single word of their story.
And the patients who needed those doctors?
They are still waiting.
Patients do not want metrics. They want meaning.
And meaning — the kind that saves lives — is exactly what the algorithm cannot measure. And exactly what it keeps filtering out.
What Comes Next
This is the third post in my "Talking About TEDx" series.
In the next post, I want to make this personal in a different way — not with data, but with patients. Real stories from fifteen years of practice that answer the question the algorithm never thought to ask: what actually happens in the room between a doctor and a patient who finally feels seen?
Because the question of who gets to heal has never just been about who gets into medical school.
It has always been about who gets healed.
My TEDx talk "Who Gets to Heal?" is now live on YouTube. Watch it here.
Dr. Rene Roberts, MD, MS, FAAFP is a board-certified Family Medicine physician, Fellow of the American Academy of Family Physicians, Castle Connolly Top Doctor (2024 & 2025), and TEDx & keynote speaker. Creator of the L.Y.M.I.T.S. Method™, she is a nationally recognized medical media expert and leading voice in healthcare equity, medical education reform, and resilience. She mentors aspiring physicians through the Urban Bridges Medical Mentoring Program.
Speaking inquiries: Book Dr. Rene to Speak Follow along: @drrenemd www.drrenemd.com
