The Shrinking Safety: Why Schools Like Michigan, Georgia Tech, and UC Irvine Are Becoming Reaches, and How Major and Residency Matter

By Lindsey Kundel, Editor-in-Chief, InGenius Prep

In 2006, a New York Times reporter sat with Kati Haycock, then director of the Education Trust, and heard her voice a worry that read, at the time, like a niche complaint about mission drift. Public universities, Haycock argued, had been built to make excellence available to all qualified students — but that founding commitment was already eroding under the pull of rankings, reputation, and a hunt for prestige that had nothing to do with access. The Times piece named the University of Florida specifically, noting that the average high school GPA of its entering students had already crossed 4.0 — a feat unreachable without a transcript full of honors and AP coursework. It noted that the University of Vermont’s applications had more than doubled since 2001, and that three-quarters of its freshman class now arrived from out of state. Twenty years on, that 2006 warning does not read as alarmist. It reads as early.

What has changed since then is not the direction of the trend but its velocity, and the specific set of schools now caught in it. A decade ago, a well-qualified Georgia family could treat the University of Georgia as a comfortable landing spot. Today it cannot, and the reasons are legible in the data in a way they rarely are in college admissions: this is not a story about vibes, rankings, or reputational drift so much as it is a story about volume, arithmetic, and — underneath both — residency, a variable that most families still read past on their way to the headline acceptance rate.

And it is, pointedly, not a story about American public higher education broadly. Over the same decade this piece documents, the national average acceptance rate at public four-year colleges actually rose. What follows is an account of a narrow, highly visible tier of flagships that decoupled from that average entirely — which means the first task for any family building a list is learning to tell the difference between the two.

This piece exists to make that arithmetic visible. It is not a warning against applying to Southern flagships, or to Michigan, or to UC Irvine — these remain excellent, often extraordinary, options for the right student. It is an argument for reading their admissions data the way an admissions officer does: by cohort, by residency, and increasingly, by major. Families who build their lists on a decade-old mental map of “safe” public universities are the families most likely to open an empty April with no offers in hand, not because their student wasn’t qualified, but because every school on the list was, in fact, a reach.

I. The Volume Engine: Why Falling Acceptance Rates Don’t Mean Rising Standards

Start with the mechanism, because it is the single most important and most misunderstood fact in this entire analysis: acceptance rates at America’s most visible public universities have collapsed almost entirely because more students are applying to each one, not because each one has become harder to get into on a per-applicant basis. This distinction matters enormously for how a family should read a 20% or 15% acceptance rate, and it is worth sitting with the numbers long enough to feel their weight.

The Common App — the platform through which the overwhelming majority of these applications flow — published 10,193,579 first-year applications in the 2024-25 cycle, submitted by 1,498,199 distinct applicants, according to its own End-of-Season Report. That works out to 6.80 applications per applicant, itself part of a longer climb: Common App’s 2025-26 report notes that since 2016-17, the platform has seen applicant accounts grow 77%, distinct applicants grow 70%, total applications grow 154%, and applications per applicant grow 49%. Read those four numbers side by side and a story emerges that has nothing to do with any individual school’s selectivity: the applicant pool grew, and then each applicant in that pool applied to roughly half again as many schools as their counterpart a decade earlier.

When a fixed number of admission offers is divided by a pool that has grown by 150%, the acceptance rate falls even if the admissions committee’s standards, values, and rubric have not moved an inch. This is simple division, not a verdict on any given student’s competitiveness — and it is the engine behind nearly every eye-catching acceptance-rate headline this piece will cite.

But here is the finding that should reorganize how a family reads this entire phenomenon, and it comes from an unlikely place: the National Association for College Admission Counseling’s own selectivity data. According to NACAC’s fact sheet drawing on federal IPEDS data, the average acceptance rate at public four-year colleges actually rose by 10 percentage points between 2014 and 2022 — the same eight years in which Georgia Tech, UGA, Michigan, Florida, and Florida State were falling off a cliff. NACAC reports that in fall 2022, four-year nonprofit colleges accepted 73% of applicants on average, with public colleges specifically averaging 78%.

That is not a contradiction. It is the entire thesis of this piece in miniature. The “shrinking safety” phenomenon is not a description of American public higher education broadly — most public colleges remain exactly as accessible as they have ever been, and by the national average, slightly more so. It is a description of a specific, narrow, highly visible tier: the fifteen or twenty public flagships that have, through some combination of location, reputation, athletics, merit-aid strategy, and Common App membership, become the destination of choice for an application surge that most of their public-university peers never experienced. A family building a college list needs to know which category a given school falls into, because the word “public” tells them almost nothing useful anymore.

The Chronicle of Higher Education’s own analysis, drawing on Department of Education data across 45 public flagships from 2002 to 2022, gives us the demographic mechanism underneath this concentration: nearly every flagship in the country enrolled a smaller share of in-state freshmen in 2022 than it had two decades earlier. The University of Alabama’s in-state freshman share fell from 77% to 35% — a 42-point collapse. Arkansas fell from roughly 80% to 39%. These are not incidental shifts. They are the visible signature of flagships deliberately widening their applicant pools beyond their home states, chasing the national prestige, the tuition revenue, and — not incidentally — the rankings benefit that comes with a lower acceptance rate.

Forbes contributor Scott White captured the resulting landscape bluntly in his March 2026 admissions-trends analysis, describing what he calls the “Flagship Phenomenon”: the University of Michigan fielding a then-record 115,125 applications, and the University of Georgia’s Early Action pool growing more than 40% in just three admissions cycles. Multiply that pattern across a dozen visible flagships and you have, in aggregate, a genuine reshaping of what “safety school” can mean for a well-qualified applicant — even as the national average acceptance rate quietly ticks upward around them.

Here is where that NACAC number needs a second look, because it is the exact kind of statistic that gets skimmed into the wrong conclusion. Read quickly, “public colleges average a 78% acceptance rate” sounds like reassurance — like any public university, almost by definition, is a safe bet. That reading is wrong, and it’s wrong for a specific, countable reason: an average blends thousands of institutions, and most of America’s roughly 1,600 public four-year colleges are regional universities, directional schools, and open-access institutions that most families have never put on a list next to Georgia Tech or Michigan. When Directional State U. admits 85% of its applicants and Georgia Tech admits 13%, and you average the two, you get a number that describes neither one. The 78% average is true. It is also almost useless for predicting what happens to a specific well-qualified student applying to a specific flagship — because that student was never applying to “public colleges” as a category. They were applying to the dozen or so flagships that have opted out of the average entirely, and the average was never built to tell them anything about those schools’ odds. A family reading “78% average public acceptance rate” and relaxing about UGA is making the same mistake as a family reading “the average American is 5’9″” and assuming their center on the varsity team fits that description. The average is real. It simply isn’t describing the school in front of them.

A Complicating Variable: Test-Optional Policy

No discussion of rising application volume is complete without naming the single policy change most responsible for accelerating it: the shift to test-optional admissions that began, for most schools, in 2020. According to Common App’s own data, test-optional policies drove an 83% surge in total applications platform-wide since 2020 — a number large enough that it should be read as a meaningful share of the volume story this piece has been telling, not a footnote to it. Removing the SAT or ACT as a required submission lowers the perceived risk of applying to a reach school; a student who might once have self-selected out of Georgia Tech or Michigan because their scores fell below the published range now applies anyway, since there’s no score to fall below.

This matters for two separate reasons, and a careful reader should hold both. First, it’s part of the arithmetic already established: more applicants, same class size, lower acceptance rate, independent of any change in institutional standards. Second, and more subtly, it complicates how this piece — and any admissions analysis — can honestly compare academic profiles across the decade. Every middle-50% GPA and test-score range cited in this piece for a post-2020 cycle reflects only the students who chose to submit scores, not the full admitted or applicant pool. That’s not a minor caveat. Research cited by both Inside Higher Ed and the Chronicle of Higher Education has found that students who do submit scores at test-optional schools are consistently admitted at higher rates than those who don’t, even controlling for GPA — which means the published SAT/ACT ranges in this piece likely describe a stronger-than-average slice of each admitted class, not the class as a whole. A family comparing a 2015 test-required middle-50% range against a 2025 test-optional one is not making an apples-to-apples comparison, and this piece has tried to flag that distinction wherever the data allows, rather than let a decade-old number and a current one sit side by side as if they measured the same thing.

The trend may already be partially reversing: several highly selective private universities reinstated testing requirements for the Class of 2029, and schools that did so saw application volume fall — Dartmouth’s applications dropped 11% year over year, Yale’s fell more than 12%, and Brown lost roughly 8,000 applicants compared to its five-year average — while their acceptance rates ticked modestly upward as a direct result. None of the flagships profiled in this piece have followed suit as of this writing, but the pattern among the schools that have suggests test-optional policy is not a permanent fixture of the landscape; it is a lever institutions can and do pull in both directions, and families should expect the volume calculus in this piece to keep shifting as more schools decide which way to pull it.

It’s worth pausing on one more consequence of this volume surge, visible from the other side of the desk: these flagships have started restructuring their own processes to cope with it, not just their acceptance rates. UT Austin, Georgia Tech, UNC, UGA, Florida, Florida State, Clemson, and South Carolina have all converged on an early-round deadline of October 15 — unusually early for a non-binding round — while the University of Washington has gone the opposite direction entirely, running no Early Action or Early Decision whatsoever: a single November 15 deadline for every applicant, decisions released all at once, on top of a test-free policy that doesn’t consider SAT or ACT scores even when submitted. And for the 2026-27 cycle, Georgia Tech, UNC, and UGA all eliminated their supplemental essays outright — joined by Miami, Tulane, and Washington University in St. Louis — with several admissions offices citing AI-generated writing as a factor in a prompt that, in their own words, had “stopped being a differentiating factor.” None of this changes how selective these schools are. It’s a reminder that the volume this piece keeps returning to isn’t an abstraction — it’s a staffing and logistics problem serious enough to reshape how these offices operate, not just what they admit.

II. Case Study — Georgia: The Clearest Story in the Country

If one state had to carry this entire argument, it would be Georgia, because Georgia tells its own story with unusual clarity. Both of the state’s flagship-tier institutions — the University of Georgia and Georgia Tech — publish detailed enough data to show not just that they tightened, but how much and for whom.

Start with UGA. In August 2015, the university’s own news release put its applicant pool at roughly 22,000 students, with an acceptance rate near 52%. A decade later, for the Fall 2025 entering class, UGA received nearly 48,000 total applications — a new institutional record, per UGA’s own Provost office — admitted somewhere between 16,100 and 16,300 students, and landed at an overall acceptance rate of roughly 34%. That is a genuine collapse: a school that admitted a majority of its applicants a decade ago now turns away roughly two out of every three.

But “34% overall” is already the less useful number, because UGA is one of the schools that publishes a residency breakdown, and the breakdown tells a sharper story than the average does. For Fall 2025, in-state Georgia applicants were admitted at roughly 42%, while out-of-state applicants were admitted at roughly 28% — a real gap, confirmed independently by UGA admissions officials, but notably a narrower one than at some of its regional peers. UGA has been explicit about why: admissions leadership has stated a goal of enrolling a class that lands close to 80% in-state and 20% out-of-state — a goal, worth underlining, not a statutory requirement. No Georgia law caps UGA’s nonresident enrollment the way North Carolina or California law does for their flagships. UGA chose this ratio. The state didn’t order it to.

Georgia Tech tells a more extreme version of the same story, and it tells it with a precision that most schools don’t offer. Applications to Georgia Tech grew roughly 119% over the decade, and the university’s overall acceptance rate fell from around 28% in the mid-2010s to 13.34% for Fall 2025 — 8,921 admitted out of 66,881 applicants, according to the school’s own Common Data Set. Where Georgia Tech distinguishes itself is in how plainly it has been willing to state the residency gap out loud: the university’s own Enrollment Management office announced, in a March 2025 release marking the completion of the Fall 2025 admissions cycle, that the admit rate for Georgia residents was 30%, and the admit rate for nonresidents was 9%. Read that pair of numbers again. A Georgia resident applying to Georgia Tech had roughly three and a third times the odds of a nonresident applying to the exact same school in the exact same cycle. That is not a subtle statistical footnote. It is close to the entire admissions decision, expressed as a single fact Georgia Tech chose to put in a press release.

And Georgia Tech’s residency gap looks different again once you step inside the university and look at specific colleges, which is where this piece’s second argument — that major matters as much as geography — becomes impossible to ignore. Within Georgia Tech’s 13.34% overall rate for Fall 2025, the College of Computing admitted roughly 9.7% of its applicants, and the College of Engineering admitted roughly 11.5% — both meaningfully below the university-wide figure, according to Georgia Tech’s own Institutional Research and Planning Fact Book. A Georgia resident applying to Georgia Tech’s College of Business, admitted at closer to 30%, is playing an almost entirely different game than a nonresident applying to Computing, admitted somewhere in the single digits once you cross the in-state/out-of-state and major variables. “I’m applying to Georgia Tech” describes, in reality, several distinct admissions processes wearing one institutional name.

III. Case Study — Florida: The Steepest Climb

If Georgia gives this piece its clearest story, Florida gives it its steepest one. The University of Florida’s applications grew from roughly 29,000 a decade ago to 90,523 for Fall 2025 — a 151.74% increase, per longitudinal Common Data Set tracking — while its acceptance rate fell from 47.5% to 20.3%, with 18,403 students admitted out of that 90,523-strong pool. The single steepest year-over-year drop came the year UF joined the Common App platform directly, which is itself a small case study in the volume mechanism this piece opened with: joining the platform that makes applying easier is, almost mechanically, a decision that lowers your acceptance rate the following cycle, independent of anything else the university does.

Florida State followed nearly the identical arc on a slightly longer timeline. FSU’s applicant pool grew from roughly 29,800 in 2015-16 to 78,272 by 2024-25 — a 162% increase — while its acceptance rate fell from 55.90% to 24.22% over the same stretch, holding at roughly 23.83% for the Class of 2029 on a record pool of 85,469 applications. A school that accepted a majority of its applicants a decade ago now accepts fewer than one in four.

FSU’s residency picture matters enough to state plainly: independent sources tracking FSU’s admissions data consistently show a real, roughly 2-to-1 in-state advantage. In-state Florida residents have been admitted somewhere in the 31–41% range across recent cycles, while out-of-state applicants have run somewhere in the 13–21% range over the same period, with the gap holding steady even as both numbers drift year to year. That means the honest classification for FSU splits cleanly by residency in a way the blended 24% headline obscures: for an out-of-state applicant, FSU functions as a genuine reach, not far off UF’s own trajectory. For a well-qualified in-state Florida student, FSU sits closer to a real target — not clearing the 50% bar this piece uses for “safety,” but meaningfully more attainable than the university-wide number suggests, and not so different from where UGA’s own in-state applicants land.

UF, for its part, remains the harder case to resolve. Unlike FSU, UF genuinely does not publish a clean first-year residency admit breakdown in its Common Data Set. Third-party estimates place UF’s in-state admitted share somewhere around 40-50%, with out-of-state trailing at 15-20% — directionally consistent with the pattern this piece has now documented at every other Southern flagship, but still an estimate rather than an official figure, and worth confirming with UF’s Institutional Planning & Research office before it’s treated as settled.

Both schools have also begun restructuring around this new reality rather than simply absorbing it. UF introduced Early Action for the 2024-25 cycle and, per its Vice President of Enrollment Management, will introduce binding Early Decision beginning Fall 2027 — a structural shift toward locking in yield the way private universities long have, and one more sign that these schools no longer think of themselves as the accessible, come-one-come-all option they were a generation ago.

IV. Case Study — The Carolinas: A Legal Ceiling and a Volume Story, Side by Side

South Carolina offers this piece its cleanest contrast between two different mechanisms producing the same headline effect — a state law that hard-caps out-of-state enrollment, sitting one state over from a school where volume alone is doing all the work.

Start with the law. North Carolina’s university system operates under Board of Governors Policy 700.1.3, adopted in 1986 and still in force, which caps the share of nonresident students in the entering first-time class at UNC Chapel Hill at 18% — not a target, not a goal, an enforced ceiling, with real financial teeth. UNC Chapel Hill exceeded the cap by a fraction of a percentage point in 2014-15 and was penalized roughly $1 million by the state; it exceeded the cap again in 2025 and faces renewed penalties if it does so for a second consecutive year. The practical effect: nearly 49,000 out-of-state students applied to Chapel Hill for Fall 2025, competing for a fixed pool of seats that, by law, cannot exceed 18% of the class regardless of how many outstanding applicants apply for it. UNC’s own overall acceptance rate has run somewhere between roughly 15% and 17% across recent cycles depending on the year and source — an exact settled figure is harder to pin down than at Georgia Tech or UGA — while in-state applicants have been admitted somewhere in the 37-43% range, against roughly 8-9.6% for out-of-state applicants. That gap, on the order of four to five times, is driven not by holistic preference but by statute. UNC also became one of several major flagships to eliminate its supplemental essays entirely for the 2026-27 cycle — a change its own admissions office expects to increase applications further, compounding rather than easing the pressure this section describes.

Clemson, one state south, tells almost the opposite story: no comparable legal cap exists in South Carolina (a 30% nonresident cap was proposed in the state legislature and stalled in committee), and yet Clemson’s numbers moved just as dramatically through volume alone. Clemson’s applications more than doubled since roughly 2016, and its overall acceptance rate fell from above 50% for the Class of 2020 to 42.43% for Fall 2025 — 27,498 admitted out of 64,805 applicants. Clemson’s own Common Data Set residency supplement shows in-state applicants admitted at 52.92%, against 40.41% for out-of-state applicants — a real gap, but one produced almost entirely by pool composition rather than policy: Clemson simply receives roughly five times as many out-of-state applications as in-state ones, so even a modestly higher in-state admit rate translates into most of the entering class still arriving from outside South Carolina. Notably, Clemson’s own CDS lists state residency as “Very Important” in admissions decisions — one of the highest-weighted factors the CDS offers — showing that even without a legal mandate, Clemson has chosen to build residency protection directly into its admissions rubric.

The University of South Carolina, meanwhile, crossed 60,000 applications for the first time in its history for Fall 2025 — up 13% year over year, with in-state applications up 8% and nonresident applications up 15%, per the university’s own release. Its overall acceptance rate has settled near 60%, down from an average closer to 65% a decade ago — a real but comparatively modest tightening next to its neighbors, and a useful reminder that “the Carolinas” is not one story but at least three: a legal ceiling in Chapel Hill, a rubric-driven preference in Clemson, and a comparatively gentler volume story in Columbia.

V. Case Study — Michigan: The Application Arms Race

The University of Michigan offers this piece its most dramatic single trajectory, and — thanks to the university’s own Office of Budget and Planning, which publishes an unusually thorough public “Almanac” of admissions data — one of its best-documented ones.

Michigan’s applications climbed from roughly 55,504 for the Class of 2020 to 79,743 for the Class of 2025, then to 98,310 for the Class of 2028, and finally to a then-record 109,112 for the Class of 2029 — before the Class of 2030 broke that record again with 115,125 applications, submitted under Michigan’s first-ever binding Early Decision program. Over that same stretch, Michigan’s acceptance rate fell from above 26% to 20.2%, then to 15.6%, then to 16.42% — a trajectory that isn’t perfectly linear (the small uptick between the Class of 2028 and Class of 2029 cycles is real and worth noting explicitly, since admissions trends rarely move in a perfectly straight line even when the underlying pressure is one-directional) but that has, over the full decade, cut the odds of admission by roughly a third. First-year enrollment, meanwhile, has stayed remarkably stable — holding between roughly 7,000 and 7,300 students the entire time, which is the other half of the arithmetic this piece keeps returning to: the class isn’t growing, so a growing applicant pool has nowhere to go but down in acceptance rate.

Michigan does not publish as clean a residency admit-rate split as Georgia Tech does, but the compositional shift is well documented: roughly half of Michigan’s undergraduates are now out-of-state, versus roughly 64% in-state a decade ago. Third-party estimates place in-state admit rates around 39% against out-of-state rates closer to 18% — again, an estimate rather than an official figure, but directionally consistent with every other flagship in this piece that does publish official numbers.

And Michigan gives this piece its sharpest illustration yet of why major matters as much as residency. The Ross School of Business’s direct-admit acceptance rate hit a record low of roughly 7% for the Class of 2029 — 924 admitted out of 13,019 applicants — down from 18% for the Class of 2017, when Ross admitted 960 students out of a far smaller pool of 5,288. Read those two years side by side: Ross’s applicant pool did not grow at Michigan’s overall rate. It grew nearly two and a half times as fast, and its acceptance rate fell more than twice as far as the university-wide figure did over the same window. The College of Engineering, meanwhile, admits around 14% on a pool of roughly 28,740 applicants, per the college’s own published figures — still tighter than Michigan’s 16.42% overall rate, though nowhere near as extreme as Ross’s collapse. A Michigan resident with excellent stats and a general Michigan admit in hand can still find Ross’s door considerably narrower than the university’s headline number would suggest.

VI. Case Study — The University of California System: A Statewide Ceiling, One Campus at a Time

UC Irvine cannot be understood in isolation from the University of California system’s governing policy, because — like UNC Chapel Hill — its residency dynamics are shaped less by institutional preference than by a systemwide rule. UC Regents Policy 2109, adopted in May 2017, caps nonresident enrollment at 18% at the system’s most impacted campuses, with California residents guaranteed at least 82% of seats systemwide. Campuses that were already above the 18% threshold when the policy took effect were frozen at their then-current nonresident share rather than forced to shrink it further — meaning the policy’s practical bite varies campus by campus, and a family needs to check where a specific UC campus sits relative to that 2017 baseline rather than assuming the 18% figure applies uniformly.

At UC Irvine specifically, third-party analysis citing the campus’s Common Data Set places the in-state admit rate around 23%, against a nonresident admit rate closer to 50% — a genuinely unusual pattern, and one worth pausing on, because it runs in the opposite direction from nearly every other school in this piece. UC Irvine appears to admit out-of-state and international applicants at a notably higher rate than in-state ones, even as the system caps how many of those out-of-state admits can actually enroll. The likely mechanism, consistent with patterns documented across the UC system more broadly, is yield: nonresident admits — particularly international students, who typically pay substantially higher tuition and have historically enrolled at lower rates when admitted to multiple institutions — are extended more offers precisely because fewer of them are expected to say yes. A 50% nonresident admit rate at a campus capped near 18% nonresident enrollment is not generosity; it is a university managing a yield equation the reader doesn’t see from the acceptance-rate headline alone. Within UC Irvine, that same major-level pattern holds that this piece has now shown at Georgia Tech and Michigan: UC Irvine’s Business program admits roughly 16%, against a roughly 29% rate for the campus overall — nearly half the odds, tucked inside one acceptance-rate headline.

The broader UC pattern, worth naming even briefly: UC Berkeley and UCLA are both still working down toward the 18% nonresident ceiling under state-funded replacement targets, meaning their nonresident admit rates — reported by some sources in the 6-9% range, comparable to or tighter than several Ivy League schools — are likely to compress further in the coming cycles rather than stabilize. A family reading a UC acceptance rate today should treat it as a snapshot of a system still actively tightening its out-of-state door, not a settled equilibrium.

VII. Case Study — Alabama: The School Doing the Opposite

Every pattern in this piece needs its counterexample, and after five case studies of flagships tightening through five different mechanisms, Alabama’s divergence should now read as genuinely striking rather than confusing: it is the one major flagship in this analysis that spent the same two decades moving in the opposite direction, on purpose.

The Chronicle of Higher Education’s decade-spanning analysis puts a number on just how differently Alabama has moved: in 2002, roughly 77% of Alabama’s freshman class was made up of in-state Alabamians. By 2022, that share had fallen to 35% — a 42-point swing, the single largest of any flagship the Chronicle examined, Georgia Tech, UGA, Michigan, and the Carolinas included. Where those schools treat a high in-state share as a goal to protect, or operate under a law that protects it for them, Alabama has spent two decades doing close to the opposite.

The current admissions numbers bear this out in a way that should reassure, rather than alarm, a well-qualified out-of-state family. Alabama’s overall acceptance rate for the 2025 cycle sits at roughly 76.65% — 43,531 admitted out of 56,795 applicants. And unlike every school this piece has examined so far, Alabama’s residency data runs in the opposite direction from what a family might expect after reading five case studies of in-state protection: out-of-state applicants were admitted at roughly 70.3%, while in-state Alabama applicants were admitted at a slightly higher 73.6%. There is no meaningful in-state penalty working against nonresidents here, and certainly no Georgia Tech-style three-to-one gap, no UNC-style statutory ceiling, no Clemson-style “Very Important” residency weighting. More than half of Alabama’s roughly 35,600 undergraduates now come from outside the state. State residency appears on Alabama’s Common Data Set only as a “considered” factor — the mildest category the CDS offers.

Why the divergence, when every other school in this piece moved the other way? Alabama has built its national strategy on merit aid rather than scarcity. Where Georgia Tech, UGA, Michigan, and the UC system let rising applications shrink the odds for everyone roughly equally — or used law and rubric weighting to actively protect in-state seats — Alabama has used automatic, GPA-and-test-score-triggered merit scholarships to actively recruit high-achieving out-of-state students, scholarships generous enough, in many cases, to bring Alabama’s out-of-state sticker price close to or below in-state tuition at a student’s home-state flagship. Alabama isn’t trying to become harder to get into. It is trying to become the flagship a strong student can both get into and afford, and it has built its entire enrollment strategy — and its acceptance rate — around that proposition rather than around exclusivity.

VIII. Where the Floor Still Holds: Building In Real Options, Not Just Reaches

A piece built entirely around schools that got harder to get into risks leaving families with an accurate diagnosis and nowhere to go. Alabama has already shown one model of a flagship that chose differently. It’s worth naming several more, with the same honesty about what is and isn’t yet verified.

William & Mary deserves a closer look than its “public Ivy” reputation usually gets, because its actual admissions data tells an unusually stable story next to everything else in this piece. Where Georgia Tech, Michigan, and Florida all show decade-long trajectories bending sharply downward, William & Mary’s acceptance rate has held remarkably steady — by one tracking of its Common Data Set history, hovering between roughly 30% and 45% for more than two decades, with a five-year average closer to 34%. That stability doesn’t mean W&M is undemanding — admitted students carry an average GPA near 4.3-4.4 and SAT scores in the 1400-1520 range — but it does mean a well-qualified applicant is evaluating a school whose odds haven’t collapsed the way this piece’s other case studies have. Residency still matters here: historically, in-state applicants have been admitted at a meaningfully higher rate than out-of-state ones, though the gap narrowed sharply for the Class of 2028, when both groups were admitted at a converged 34%, worth watching as a possible shift rather than treating as settled.

Arizona State University, run through its Barrett, The Honors College, offers a genuinely different model worth naming for a different kind of student. ASU’s overall acceptance rate sits around 86-90%, functionally open admission for a huge share of applicants — but Barrett Honors operates as a selective institution within that university, admitting roughly 30% of its own applicants (a figure treated here as directional, sourced from admissions-consulting aggregation rather than ASU’s own published data) while offering small class sizes, dedicated housing, and research opportunities that function much like a standalone liberal arts college.

A few more names belong in this conversation, with the same standard of honesty about what’s verified and what isn’t.

Missouri is arguably the cleanest peer to Alabama in this piece — not through merit-aid recruiting so much as sheer multi-year stability. Its overall acceptance rate has held in the 77-82% range for at least five consecutive years, most recently 78.5% for Fall 2025, with no visible Common App-driven surge of the kind that hit Georgia Tech or Florida. Multiple independent sources describe Missouri as a flagship that “defies the typical flagship narrative” — worth taking at face value here, since the underlying application and admit numbers back it up.

Oregon runs an Alabama-style playbook of its own: an overall acceptance rate near 78-82%, paired with real merit aid for out-of-state students through its Summit and Stamps Scholarships, and a structural discount most flagships in this piece don’t offer — the Western Undergraduate Exchange (WUE) program, which caps nonresident tuition at roughly 150% of in-state rates for students from participating Western states. One caveat: Oregon’s Clark Honors College and a handful of specific programs (architecture, journalism) are described as more selective than the university at large, without a confirmed rate — worth checking before assuming uniform accessibility.

Colorado Boulder has run in the high 70s to low 80s for most of the past decade, with real out-of-state merit scholarships (Chancellor’s Achievement, Presidential, and others) layered on top. Worth flagging honestly: the most recent cycle, Class of 2029, came in lower at 70.67% — still comfortably above this piece’s 50% floor, but a real downward move rather than a flat line, and one to watch rather than assume away.

Virginia Tech deserves the most space of this group, because it’s the rare school in this entire piece that clears the 50% bar outright. Its overall acceptance rate for the Class of 2029 was 54.6% — 31,515 admitted out of 57,755 applicants. And its residency pattern inverts in the same direction as UC Irvine’s, for the same underlying reason: out-of-state applicants were admitted at 58.7%, against 47.3% for Virginia residents — not a preference for nonresidents, but a yield mechanism. Out-of-state admits enroll at only about 12.5%, against roughly 45% for in-state admits, so Virginia Tech has to extend far more out-of-state offers to fill a fixed number of out-of-state seats; in-state students still make up 62% of the enrolled class despite being a minority of applicants. What isn’t yet confirmed: Virginia Tech’s engineering and Pamplin Business programs carry strong national reputations, and this piece has now shown that reputation-plus-scale combination producing a Ross- or Schreyer-style hidden gate at nearly every other school examined. Until that’s checked directly, Virginia Tech’s overall number shouldn’t be assumed to describe an engineering or business applicant’s actual odds.

Indiana Bloomington posted a 78.2% acceptance rate for Fall 2025 — solidly in this accessible tier — but residency-split and major-level data weren’t available, so it’s named here as a likely floor candidate rather than a confirmed one.

That brings the floor list to a genuine set of options rather than two isolated exceptions: Alabama and Oregon for merit-driven accessibility, Missouri and Colorado for multi-year stability, William & Mary and Virginia Tech for schools that clear this piece’s own bar while retaining real academic weight — with Indiana and ASU’s Barrett figure flagged for further confirmation.

IX. Honors Colleges: A Second Gate, With Three Different Locks

Sections VIII and XI have already shown two things that seem to contradict each other until you look closely: a university’s overall acceptance rate can hide a program that’s far more selective than the headline number, and it can also hide an honors college that’s more accessible in spirit but still competitive in practice — or, as it turns out, one that isn’t a competitive gate at all. Honors colleges deserve their own treatment because they don’t sort neatly into either category. They come in at least three distinct models, and confusing one for another is exactly the kind of mistake this piece has been arguing against.

Model one: the reach in disguise. Penn State’s Schreyer Honors College is the clearest example in this piece. Penn State’s University Park campus admits roughly 50-55% of applicants overall — genuinely a match or safety by the standards this piece has set throughout. Schreyer itself runs at roughly 7-10%, a rate more than one source describes as “Ivy-comparable,” and notably doesn’t consider GPA or test scores at all — its holistic review is built entirely around essays and demonstrated creative thinking. A family that reads “Penn State, ~53% acceptance rate” and assumes Schreyer is a reasonable stretch goal is making precisely the mistake this piece has warned against elsewhere: treating a university-wide number as predictive of a program that runs its own, far narrower admissions process underneath it.

Model two: the genuine, moderately competitive floor. Barrett at Arizona State fits here — admitting roughly 30% of its own applicants inside a university that admits 86-90% overall. NC State’s University Honors Program appears to belong in this category too, though with an important caveat: NC State’s overall acceptance rate sits near 40%, and its honors program requires a separate, essay-based, holistic application layered on top of general admission — but NC State does not publish an honors-specific acceptance rate, and none could be independently verified here. What can be said with confidence is that admissions counselors and the program’s own application materials describe it as meaningfully more selective than NC State’s general 40% rate, evaluated on creativity, initiative, and academic rigor rather than a hard numeric cutoff.

Model three: the threshold, not the gate. The University of Iowa’s Honors Program is worth including specifically because it breaks the “honors college = competitive admissions” assumption. Iowa does not appear to run a true acceptance-rate-driven selection process at all. Historical guidance from Iowa’s own admissions office describes qualification via a straightforward bar — a 3.8 cumulative high school GPA and a 30 ACT (or 1330 SAT) — with a “Selective Admission” pathway available to students who fall just short. More recent Iowa program materials describe it even more openly: the program states there are “no formal minimum requirements for entry” and that qualified students don’t need to apply at all if they meet standard admission criteria, while continuing membership simply requires maintaining a 3.33 GPA. This is a fundamentally different model from Schreyer or Barrett — not a second, harder admissions decision stacked on top of the first, but a threshold that, once cleared, functions closer to an invitation than a competition.

Before treating any honors college as evidence that a flagship belongs in the “safety” column, find out which of these three models it runs. A threshold program (Iowa) adds real value with minimal added risk. A moderately competitive program (Barrett, likely NC State) adds a second, smaller hurdle that a strong applicant will usually clear but shouldn’t assume they will. A reach-level program (Schreyer, and likely a comparable tier that includes schools like the University of Georgia’s Morehead Honors College, Texas A&M’s University Honors Program, and UConn’s Honors Program — none independently verified in this piece) is functionally a separate, competitive admissions process wearing the parent university’s low bar as camouflage, and belongs nowhere near a family’s floor.

X. Beyond the Case Studies: The Pattern Across America’s Public Flagships

Six schools make a strong case study. They do not, on their own, prove a national pattern — and a careful reader should ask, at this point in the piece, whether Georgia Tech, UGA, Florida, the Carolinas, Michigan, and UC Irvine represent an unusual cluster or the leading edge of something broader. The honest answer is the second, and a handful of the country’s other best-known public flagships confirm it, even where this piece can offer less granular data than it could for the primary case studies.

Texas belongs at the front of this list, because Texas runs the most legally rigid version of the residency mechanism this piece has traced all along. Texas Education Code §51.803 reserves 90% of UT Austin’s entering class for Texas residents by statute, layered on top of the state’s automatic-admission law guaranteeing a seat to any Texas student who finishes in the top percentage of their high school class — a threshold that has tightened over the years as the pool of qualifying students has grown. UT Austin’s applicant pool crossed 90,000 for Fall 2025, up roughly 24% year over year, and third-party estimates place its out-of-state admit rate near 10%, putting nonresident odds at UT Austin in the same range as Georgia Tech’s and not far from several Ivy League schools. UT Austin is, in effect, Texas’s answer to North Carolina’s 18% cap: a different number, a different legal mechanism, but the same underlying logic — a state legislature, not an admissions committee, deciding how much room is left for anyone born elsewhere.

Wisconsin offers a genuine structural variant worth naming on its own. State statute caps nonresident enrollment at 27.5% at every University of Wisconsin System campus — except Madison, which is exempted from that ceiling by a specific Board of Regents policy, in exchange for a different obligation: an enforced minimum headcount of Wisconsin residents the flagship must enroll each year. For Fall 2025, in-state applicants were admitted at 56.4%, against 40.3% for domestic out-of-state applicants — a real gap, but notably narrower than UNC’s, Georgia Tech’s, or UCLA’s, and one built from a floor requirement rather than a hard ceiling.

Virginia shows the most dramatic single-cycle swing this piece has found anywhere, Michigan included. UVA’s applications rose roughly 27% in one recent admissions cycle while its number of offers grew only about 2%, pushing its estimated overall acceptance rate from 15.65% down to 12.53% in a single year — a reminder that the volume mechanism this piece opened with doesn’t require a decade to do its damage; it can happen inside one cycle when application growth badly outpaces a university’s willingness, or ability, to grow its class. UVA has long targeted roughly two-thirds of its enrolled class as Virginia residents — a stated institutional target, not a legislative cap, closer in structure to UGA’s approach than to UNC’s or Texas’s.

Beyond these three, the honest limitation of this section is worth stating plainly rather than papering over: this piece does not have current, cycle-by-cycle acceptance-rate and residency data for several of the other most prominent public flagships that belong in this conversation. What we can say with confidence is that these schools have long been classified, in the peer-reviewed literature, in the same competitive tier as several of this piece’s case studies. Bowen, Chingos, and McPherson’s Crossing the Finish Line — a rigorous, if now somewhat dated, academic study of public-university selectivity — grouped the University of Illinois, Penn State, Rutgers, Washington, and Wisconsin-Madison together in a “SEL II” selectivity cluster, one tier below the Berkeley/UCLA/Michigan/UNC/UVA “SEL I” cluster this piece has spent six case studies documenting. That classification is now more than a decade old and should not be read as current data — but it establishes that the schools in this section were already operating in a genuinely competitive tier before the application-volume surge this piece describes even began.

What Texas, Wisconsin, and Virginia add to the six case studies already in this piece is convergence: three more of the country’s most recognizable public university names, three different legal and institutional mechanisms — a statutory 90% reservation, a floor-based exemption, an institutional target absorbing a single brutal cycle — and the same directional result in every case. The “shrinking safety” is not a Southern phenomenon, and it is not a story about six unusual schools. It is what happens, with local variations in mechanism but remarkable consistency in outcome, virtually everywhere a public flagship’s national reputation outpaces its willingness or legal ability to grow its class.

XI. Major Matters: The Admissions Process Hiding Inside the Admissions Process

Every case study in this piece has shown a version of the same finding at the margins — Georgia Tech Computing, Michigan Ross, UC Irvine Business, all admitting at a fraction of their university’s headline rate. It’s worth stopping to treat that finding as its own argument, because at three schools in particular — the University of Illinois Urbana-Champaign and the University of California system chief among them — major isn’t a footnote to the admissions decision. It effectively is the admissions decision, to a degree that changes how a family should read “acceptance rate” as a phrase.

Start with Illinois, because no school in this piece illustrates the gap more starkly. UIUC’s Class of 2029 headline acceptance rate was 36.6% — 30,384 admitted from a record 83,045 applications, itself more than double the applicant pool from just four years earlier. Read on its own, that number places Illinois comfortably in “match” territory for a strong student, and a generation of Midwestern families has built their lists on exactly that assumption. But Illinois does not run one admissions process. It runs one per college, evaluating applicants against their first-choice major from the start, and the spread between those doors is the widest documented anywhere in this piece: Computer Science, housed in the Grainger College of Engineering, admitted roughly 7.2-7.4% of applicants for the same cycle that produced a 36.6% university-wide rate — territory that puts Illinois Computer Science in the same tier as several Ivy League schools, while the College of Agricultural, Consumer & Environmental Sciences admitted closer to 48.5% in the same year. That is not a modest variation. It is a six-and-a-half-times spread, inside one university, inside one application cycle, and it means the single most consequential decision on a UIUC application may not be the essay at all — it’s the major box the student checks, and the second-choice major listed to catch students the first door turns away.

The University of California system makes this same pattern visible with unusual transparency, because — unlike most of the schools in this piece — the UC system and its individual campuses have begun publishing admission data broken out by intended major directly, and independent data journalism has now made that data legible to the public. The San Francisco Chronicle’s own analysis of UC and CSU admissions data found that at UCLA, an overall 9% acceptance rate for the most recent cycle examined fell to 3% specifically for prospective computer science applicants, and to just 1% for undergraduate nursing. At UC Berkeley, an 11% campus-wide rate for Fall 2025 fell to roughly 6% for computer science applicants specifically — itself a rebound from a low of 3.8% the prior year, a reminder that these major-level rates move year to year with real volatility and shouldn’t be treated as fixed. Berkeley’s most selective computing pathway, the direct-admit Electrical Engineering and Computer Sciences program, reportedly runs under 5% — bracketed with MIT and Carnegie Mellon’s computer science programs as some of the most selective undergraduate admissions in the country, public or private.

Here is the honest complication worth stating plainly, because a rigorous piece should sit with tension rather than smooth it over: the University of California system’s own official guidance states that intended major is “generally not a factor” in freshman admission decisions. That is the university’s stated policy position, and there’s no reason to assume it’s stated in bad faith — UC campuses genuinely do not want families gaming the system by picking a less popular major purely to improve admission odds and then switching afterward, not least because internal major-switching at most UC campuses is itself restricted or competitive, sometimes more so than the original admission. But the discipline-level admit-rate data collected by the Chronicle and other outlets tells a second, simultaneous truth: whatever “not a factor” means in the internal holistic-review process, the outcome, measured after the fact, shows computer science and engineering applicants admitted at roughly a third to a half the rate of the campus as a whole, consistently, across nearly every UC campus examined. A family doesn’t need to resolve that tension to act on it correctly. They need to know that the campus-wide acceptance rate is not a reliable predictor of a computer science or nursing applicant’s odds at UCLA or Berkeley, regardless of which explanation for the gap is correct.

Michigan’s Ross School of Business, already documented in Section V of this piece, belongs in this same conversation as the clearest non-UC, non-Illinois example: a business program, not even an engineering or computer science program, producing a selectivity gap nearly identical in scale to Illinois Computer Science or Berkeley EECS. The pattern, in other words, isn’t confined to STEM, and it isn’t confined to California or Illinois. It shows up anywhere a specific major carries outsized national reputation, industry-driven demand, and a fixed number of seats — which describes computer science, engineering, nursing, and business programs at flagship after flagship in this piece, almost without exception.

The practical upshot for list-building is simple to state and easy to apply: a family evaluating any public flagship’s acceptance rate should ask, before anything else, whether that flagship admits by major, by college, or purely by campus — because the answer changes what the headline number is even measuring. Where a school admits by major or college (Illinois, the UC system, Michigan’s Ross), the campus-wide rate tells a family almost nothing about a computer science, engineering, business, or nursing applicant’s actual odds, and a separate, major-specific figure needs to be found before that school belongs anywhere on a list. Where a school admits holistically to the university first, with major declared later, the campus-wide rate remains meaningfully more predictive — though even there, as Georgia Tech and UC Irvine’s college-level breakdowns showed, “meaningfully more predictive” is not the same as “fully predictive.”

XII. Building the List: What This Means in Practice

The finding running underneath every section of this piece deserves to be stated once more, plainly, before it turns into guidance: across the same years that Georgia Tech’s acceptance rate fell by more than half, that Michigan’s fell by a third, that UF’s and FSU’s both collapsed by more than two-thirds, the average acceptance rate across American public four-year colleges rose. Both things happened at once, in the same decade, among the same broad category of institution. That is not a contradiction to resolve — it is the finding itself. The “shrinking safety” is real, well-documented, and consequential for exactly the families this piece is written for. It is also concentrated in a small, specific, nameable set of flagships, surrounded on every side by public universities that remain every bit as accessible as they were a generation ago.

And that framing matters for what this section is actually arguing, because it would be easy to read everything above it as an instruction to distrust public universities, or to treat every application as an adversarial guessing game. That is not the takeaway. The real argument is narrower and more useful: the information a family needs to correctly place a school on a list has changed shape, from one number — the overall acceptance rate — to three variables: residency, major, and trajectory. That is not cynicism. It is precision. A family that reads this piece correctly should come away less anxious, not more, because they will stop wasting reach-caliber effort treating Georgia Tech Computing as a target, and stop being blindsided when UGA rejects an in-state 3.9 GPA student who assumed residency alone would carry them.

Run this piece’s standard — a clearable, current, residency-and-major-specific admit rate above roughly 50% — against the current U.S. News Top 30 public schools, and the pattern is blunt: almost none of them clear it, for almost anyone, regardless of residency. Berkeley, UCLA, Georgia Tech, UVA, UNC’s out-of-state pool, Florida, Florida State — all reach territory, full stop. A handful sit close enough to the line to function as real targets for the right student: Wisconsin, Penn State at the university level (though not inside Schreyer), and Georgia and North Carolina specifically for their own residents. Only a small number of schools examined at any length in this piece — William & Mary, Virginia Tech, Missouri, Alabama, Oregon, Colorado — show admissions data that has genuinely resisted the decade-long tightening documented throughout. The uncomfortable takeaway for a family building a list from name recognition alone: a top-20 public university, in your own state, is no longer a given. A top-40 public university mostly isn’t either. The exceptions are real, but they’re few, and they need to be identified by data, not assumed by reputation.

Once those three questions — residency-specific odds, statutory or policy ceilings, and major-level structure — are answered honestly for every flagship under consideration, the actual list-building principle is simple to state, even if it’s uncomfortable to act on: a school should only occupy the “safety” or “likely” column on a list if the student’s specific residency-and-major combination clears a real, current admit rate above roughly 50% — not the university’s overall rate, not last year’s rate, this cohort’s rate for this student’s actual circumstances. For an out-of-state student eyeing Georgia Tech Computing, UGA, UNC Chapel Hill, or UC Berkeley, that bar may simply not be clearable by any school in that specific tier, no matter how strong the transcript — which is not a failure of the student’s preparation. It is an honest reading of what these institutions have become.

That is where schools like Alabama, William & Mary, Virginia Tech, Missouri, Oregon, and Colorado earn their place on a well-built list — not as a lesser option, but as the genuine, dependable floor that the tightening flagships can no longer reliably provide. And where an honors college enters the conversation, it needs its own check: a threshold program adds real value with minimal risk, a moderately selective one adds a second hurdle worth respecting, and a reach-tier one — Schreyer chief among them — belongs nowhere near the “safety” column regardless of what its parent university’s headline rate suggests.

The mistake this piece set out to correct is not applying to Georgia Tech, Michigan, or UC Irvine. It is applying to them, and only them, under the twenty-year-old assumption that a “public university” and a “safety school” still mean the same thing. They stopped, sometime in the last decade, meaning the same thing at all — and the data, read carefully, has been saying so the entire time.

Sources

Primary institutional sources

• Common App End-of-Season Report 2024-25 — https://www.commonapp.org/files/DAR/deadline-updates/Common-App-End-of-Season-Report_24-25.pdf
• Common App End-of-Season Report 2025-26 — https://www.commonapp.org/files/DAR/deadline-updates/2025-26/Common-App-End-of-Season-Report_25-26.pdf
• Common App End-of-Season Report 2023-24 — https://www.commonapp.org/files/FY_application_trends_end_season_report_23-24.pdf
• NACAC, “Selectivity: Acceptance Rates at 4-Year Colleges” — https://www.nacacnet.org/selectivity-acceptance-rates-at-4-year-colleges/
• NACAC 2022 Selectivity Fact Sheet (PDF mirror) — https://resources.finalsite.net/images/v1707778171/shorelineschoolsorg/rpfpqaebbs7apoi7wp5z/2022SelectivityFactSheetNACAC.pdf
• Georgia Tech Enrollment Management, “Final Decision Release Completes Fall 2025 First-Year Class” — https://news.em.gatech.edu/2025/03/31/final-decision-release-fall-2025-first-year/ and https://news.em.gatech.edu/?p=1815
• UGA Provost’s Office, admissions category archive — https://provost.uga.edu/category/admissions/
• UGA Admissions, “9,500 students admitted to UGA for early action” — https://news.uga.edu/9500-students-admitted-to-uga-for-early-action/
• UGA News (10-year comparison release, 2015) — cited via UGA institutional archives
• University of South Carolina, Fall 2025 application release (institutional press release, 60,000+ applications)
• UF, “Eight years and counting” ranking release — https://news.ufl.edu/2025/09/2026-usnwr-rankings
• UGA, “Top 20 Public University for 10 Straight Years” — https://studentaffairs.uga.edu/?p=37528 and https://news.uga.edu/?p=107060
• Purdue University newsroom, 2026 USNWR rankings release — https://www.purdue.edu/newsroom/2025/Q3/purdue-ranked-no-1-public-university-in-indiana-20-undergraduate-programs-among-top-20-in-u-s/
• Michigan Engineering, “Facts & figures” — https://www.engin.umich.edu/about/facts-figures/
• Michigan Ross BBA info sheet (2017 historical benchmark) — https://michiganross.umich.edu/sites/default/files/uploads/17_bba-infosheet.pdf
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• Iowa admissions blog (historical GPA/ACT bar) — https://blog.admissions.uiowa.edu/counselors/2016/05/honors-program
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• NC State Undergraduate Honors Programs policy — https://oucc.dasa.ncsu.edu/undergraduate-honors-programs/
• UW Office of Admissions, First-Year page (confirms no EA/ED) — https://admit.washington.edu/apply/first-year/
• UNC System Board of Governors Policy 700.1.3 — northcarolina.edu policy manual (UNC System)
• UC Regents Policy 2109 — https://regents.universityofcalifornia.edu/governance/policies/2109.html
• U.S. News, “2026 Top Public Colleges & Universities” — https://www.usnews.com/best-colleges/rankings/national-universities/top-public
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News and data journalism

• The Chronicle of Higher Education, “Flagships Are Enrolling More and More Freshmen From Out of State” — https://www.chronicle.com/article/flagships-are-enrolling-more-and-more-freshmen-from-out-of-state
• San Francisco Chronicle, “Charts show UC acceptance rates for every major” (2025) — https://www.sfchronicle.com/projects/2025/uc-acceptance-rate-by-major-csu/
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• San Francisco Chronicle, “UC Berkeley, UCLA top 2026 U.S. News college rankings” — https://www.sfchronicle.com/california/article/uc-us-news-2026-college-rankings-21063469.php
• Forbes (Scott White), “Seven Major Shifts Appearing In This Year’s College Admissions” — https://www.forbes.com/sites/scottwhite/2026/03/25/safety-flagships-colleges-not-so-safe-for-class-of-2030/
• Forbes (Emma Whitford), “The New Ivies 2025” — https://www.forbes.com/sites/emmawhitford/2025/03/26/the-new-ivies-2025-20-great-colleges-employers-love/
• Forbes (Bryan Penprase), “University Honors Colleges – Providing Excellence Within Scale” — https://www.forbes.com/sites/bryanpenprase/2025/09/30/university-honors-colleges–providing-excellence-within-scale/
• New York Times (2006, via Stanford Cyber Policy Institute archive), “Fitting In, and Fitting Colleges In” — https://cpi.stanford.edu/_media/pdf/journalism/12.20.06%20Public%20Universities.html
• Daily Tar Heel, “UNC removes supplemental essays from 2026-27 undergraduate application” — https://dailytarheel.com/article/university-removes-supplemental-essays-2026-2027-application-20260708 and https://dailytarheel.com/270360/university/university-removes-supplemental-essays-2026-2027-application/
• The College Investor, “Georgia Tech, UNC, Tulane and Miami Cut Supplemental Essays for 2026-27” — https://thecollegeinvestor.com/85523/colleges-dropping-supplemental-essays-2026-27/
• BestColleges, “Selective Colleges Reinstate Testing, See Drop in Applications” — https://www.bestcolleges.com/news/selective-colleges-reinstate-testing-see-drop-in-applications/
• UVA Magazine, “Applications up, offer rates down for Class of 2029” — https://uvamagazine.org/articles/applications_up_offer_rates_down_for_class_of_2029
• BU Today, “BU Sees Surge in Applicants despite Pandemic” — https://www.bu.edu/articles/2021/bu-sees-surge-in-applicants-despite-pandemic
• The Daily Pennsylvanian, Penn admissions coverage (Class of 2025/2026) — https://thedp.com/article/2021/04/penn-admissions-class-of-2025-acceptance-rate and https://thedp.com/article/2021/02/penn-regular-decision-record-applications-release-extension

Academic source

• Bowen, Chingos & McPherson, Crossing the Finish Line: Completing College at America’s Public Universities (selectivity-cluster framework), presentation deck hosted via Brookings — https://www.brookings.edu/wp-content/uploads/2012/04/0916_public_universities_ppt.pdf