Market position & financial outlook · 2010–2024

College Report Card

A letter grade, A+ to F, for every U.S. private nonprofit four-year college — built from two pillars: its command of the market (can it fill a class without admitting everyone or discounting deeper?) and its financial outlook (can it fund itself from something other than next year’s freshmen?). Search this year’s grades, or watch any school’s grade move across fifteen years.

This page is the second part of the project, inspired by the Wall Street Journal’s article on Syracuse University’s enrollment and budget struggles. The article, while somewhat dramatic, highlighted many national trends that even strong regional powerhouses need to start paying attention to. It also pointed to the market dynamics at play, namely how in demand a school is and how that affects where its funding comes from.

One of the concerns the article’s authors raised about Syracuse, in its first couple of paragraphs, was that Syracuse saw itself as an Ivy, but it is not. A brief look at the numbers shows the gap: the average Ivy League school receives roughly 20% more applications than Syracuse but has an admission rate less than a sixth of Syracuse’s. That works out to the average Ivy admitting about 5% of applicants, while Syracuse admits between roughly 40% and 70% depending on the year. Even more damning, the average Ivy League school sees about 70% of its admitted students enroll, while Syracuse would be happy if one in five showed up on move-in day. Syracuse does not have the same market demand as an Ivy.

This was my impetus to iterate on the model I already had. While predicting closure is quite mechanical (who is not attracting the students they need to pay the bills?), this part asks: who is likely to control the market in the years to come? I came up with several ways to measure student demand for an institution. First, admission rate: if many more students apply than there are spots, the school has a wide pool to draw from. This is supplemented by yield relative to that year’s average. A school with a low admission rate and a high yield doesn’t just fill its class; it gets to choose who it wants. (Yield is benchmarked by year because students have tended to apply to more schools over time, which mechanically lowers yields for most schools.) This is command of the market. Other factors, including the 3-year enrollment trend, first-year retention, the 3-year application trend, real net tuition per student, and the change in discount rate, also go into the model to measure how interested students are in the school and how much the school has to do to attract them.

This was also a good opportunity to revisit school financials. In the original model, every measure was judged relative to other schools. Schools weren’t measured by how close they were to losing money, only by how much better they were doing than other schools; in theory, a school in the 50th percentile could still be in the red. This model looks at absolute measures like the 3-year operating margin, endowment coverage, and tuition dependence and builds them into the grade. A good grade is meant to identify schools that will do well in a world with fewer students entering college, and part of that is being able to pay the bills.

The grade combines both pillars, command of the market and financial outlook:

  • A+ASchools that score highly on both pillars: solidly in command of the market, with solid financials.
  • BCSchools that are slightly shaky on one or both pillars. They may struggle as students become scarcer but are not in imminent danger of closing.
  • DSchools that will likely be in trouble soon. Certain red flags with high closure rates also cap a school at a D, such as having under 400 undergraduates and shrinking, losing a quarter of undergraduates in three years, three straight deficit years on under six months of reserves, or first-year retention under 60% with falling enrollment.
  • FSchools in real trouble, with a serious risk of closure.

The sector, 2010–2024

Every graded institution, every year. Because each component is scored on a fixed, absolute scale, the whole sector is free to slide down the grades — which is what a shrinking pool of eighteen-year-olds predicts.

Read the swings with care. The jumps in 2012, the dip in 2017–18 and the 2023 peak are largely the stock market, not the colleges: IPEDS counts investment return as revenue, and with finance lagged two years those years carry the FY2009 crash, FY2015–16’s flat markets and FY2021’s boom.

How a grade is built

The grade answers “how well is this college doing at the things that matter,” not only “will it close.” Roughly 1,150 of these schools will still be open in four years; a scale built on closure alone would call Syracuse and Villanova a flat A+ and say nothing else.

From ratios to a letter

  1. Score each ratio on an absolute curve, 0–100. Not a peer percentile — the sector’s weak tail is weak in absolute terms, and the curves bend where observed closure risk bends (tuition dependence is flat to 85% then quadruples; the admit rate does nothing until open admission).
  2. Weight them into two pillars — market position and financial outlook — and average the two into a composite.
  3. Band the composite: A+ ≥72 (and both pillars ≥70), A ≥64, B ≥56, C ≥48, D below.
  4. Cap it, only downward. A validated red flag, or the closure model putting four-year risk at ≥2% (max C), ≥4.5% (max D) or ≥10% (F), overrides the ratios. The closure model can take a grade away, never award one.
Did the bands mean anything? Observed 4-yr closure, before caps

NR means too little was reported to score a pillar — read it as “unknown, skewed bad”: schools that stop filing finance close at about 1.7× the odds. Outlook is the three-year change in the smoothed composite; ±6 points reads as positive or negative.

The two pillars

Market position — command of the market

Plus a demographic penalty of up to 20 points when the state’s high-school class is projected to shrink — scaled by how little else is holding demand up. Encoded on mechanism; the interaction isn’t yet statistically significant (p = 0.16).

Financial outlook

Red flags

Absolute conditions that cap the grade whatever the composite says. Each was kept only if the institution-years meeting it closed at well above the 2.7% base rate — a rule that sounded alarming but ran at 1.2× base was cut.

ConditionMax4-yr closureLift

Reading a grade over time

  • The financial pillar reads the stock market. IPEDS revenue includes investment return, so endowment-heavy schools’ margins rise and fall with markets. Weigh the multi-year trend and the outlook over any single year’s move.
  • 2016–18 are missing the Education Department’s financial-responsibility score; its weight is spread across the other financial ratios in those years.
  • Heightened Cash Monitoring is a current snapshot, so it caps only the 2024 grade. The closure ceiling uses one calibration fit across all resolved years.