When I applied to medical school, my strategy was simple: aim high and aim narrow.
I applied almost exclusively to the top 10 nationally ranked programs, along with the top two programs in my home state. I assumed the highest-ranked schools would offer the best training, the strongest mentorship, and the greatest long-term career mobility. I did not meaningfully compare cost of attendance. I did not examine data on clinical training quality. I did not scrutinize average student debt. I trusted the rankings to serve as a proxy for excellence.
Later that same year, the ground shifted. Several elite institutions, including New York University, Harvard, and Columbia, announced their withdrawal from the U.S. News & World Report rankings. Soon after, U.S. News eliminated ordinal rankings and replaced them with broad tier groupings. What had long functioned as a clear, if imperfect, hierarchy became a blur.
It is tempting to view this upheaval as progress and dismiss rankings entirely as a prestige game. But as Harvard medical student Aditya Jain argued in a recent Op-Med, rankings persist because students need them. For applicants without insider knowledge or institutional connections, rankings have served as a navigational tool and a starting point in an opaque and expensive process. In the absence of a viable alternative, even flawed metrics provide structure.
The new tier-based system, however, has introduced its own problems. Grouping dozens of schools into a single tier offers little meaningful differentiation. Pretending institutional hierarchies do not exist does not eliminate their influence in residency selection or academic medicine. If anything, opacity may advantage schools with already entrenched reputations.
At the same time, the old ordinal system had serious flaws. For decades, rankings rewarded institutional wealth more than educational outcomes. Research funding counted heavily, even though it said little about how students were taught. Schools were rarely penalized for rising tuition or high average debt loads. With USMLE Step 1 now pass/fail, institutional reputation may matter even more in residency screening.
Many factors that shape a physician’s development remain difficult to quantify. Institutional culture, whether students are treated as stakeholders or liabilities, the accessibility of mentors, and the tone of the clinical learning environment all matter deeply.
I have been fortunate to train at a program that genuinely values student initiative and innovation. That ethos has shaped my education in ways no ranking table could have predicted. Yet no publicly available metric captures proactive, student-centered culture. Some of the most important qualities of a medical school resist easy measurement.
Even metrics that should be measurable are becoming harder to access. The AAMC has grown increasingly opaque in releasing granular data on socioeconomic background, race, and ethnicity. Recent legal and political pressures have made institutions more cautious about transparency in these areas. In many cases, comparable data are simply unavailable.
We are left with a paradox. Traditional rankings were deeply imperfect, but their disappearance has not solved the problem. Students still need structured, comparable information. Institutions still respond to incentives. Hierarchies still exist.
As these tensions became clearer to me, my wife, then a graduating senior in computer science, was searching for a final project idea for a programming class. I suggested an idea: What if rankings were transparent? What if the weights behind them were adjustable and visible rather than fixed behind closed doors? So she built it.
The result is a community-driven leaderboard covering more than 150 U.S. medical schools. Instead of presenting a single static hierarchy, the platform allows users to adjust how much they value factors such as cost of attendance, average student debt, representation of underrepresented students, and research funding per faculty member rather than raw totals.
The goal is not to produce a new definitive ranking. It is to demonstrate how contingent any ranking truly is, to show how dramatically results shift when priorities change, and to make those incentives visible.
Rankings are not neutral scoreboards. They are incentive systems. If research dollars dominate the formula, institutions will chase research dollars. If affordability and workforce diversity carry more weight, those priorities may begin to shape institutional strategy instead. The hierarchy changes when the values change.
Not everything that matters in medical education can be reduced to a number. Culture, mentorship, and intellectual courage will always exceed the limits of a spreadsheet. But when we rely on numbers, and we inevitably will, we should be honest about how subjective their construction can be.
When I applied to medical school, I trusted rankings to define quality. Now, having trained within the system, I see them differently. The solution is not to abandon comparison or pretend hierarchies do not exist. It is to make our metrics transparent, participatory, and aligned with what we truly value. If nothing else, the ranking system is an invitation to reconsider a simple question: What do we actually value in medical education, and are we measuring it?
What do you think the answer is to what we value in medical education? Share in the comments.
Joseph Turner is a current medical student living in New York City.
Collage by Tanya St / Olga Strelnikova / Getty
