RECIPES / ACCEPTANCE × YIELD

Acceptance rate vs. yield

Two numbers, eighteen schools worth of context. A collegedata.fyi recipe.

CDS C1B1B22
Fig. 1 · 2024-25 cycle, 18 schools
DOT SIZE = ENROLLED CLASS · FOREST = HAND-AUDITED
0%20%40%60%80%100%0%10%20%30%40%selective · desiredloved despite opennessselective · second-choiceaccessible · optionalHarvardDartmouthHarvey MuddStanfordPrincetonBrownDukeCornellNortheasternUniversity of Notre DameRiceJohns HopkinsNew YorkUniversity of Southern CaliforniaWashington University in St LouisBostonUniversity of VirginiaWilliam & MaryAcceptance rate →Yield (enrolled ÷ admitted) →
CDS-VERIFIED SCHOOLHAND-AUDITED SEEDDOT SIZE = ENROLLED FIRST-YEAR CLASS
§ How to read
“Four quadrants, each
with teeth.”

The x-axis is how selective a school looks on paper — its acceptance rate. The y-axis is how selective it actually is in practice — its yield, the share of admitted students who actually enroll. Low acceptance + high yield is the top-left quadrant: schools that turn most applicants away and still capture most of the students they admit. Low acceptance + low yield is the bottom-left: schools that look selective but lose most of their admits to competitors.

I.
QUADRANT I
Selective and desired
Low acceptance, high yield. Both hard to get into and hard to turn down.
II.
QUADRANT II
Loved despite openness
Higher acceptance but strong yield. Often regional flagships or niche-fit schools.
III.
QUADRANT III
Selective but second-choice
Hard to get into, but most admits choose somewhere else. Cross-admit peers of top-left.
IV.
QUADRANT IV
Accessible and optional
Admits freely, captures a smaller share. Common among safety-school territory.
§ Scale to all 697 schools
curl https://collegedata.fyi/api/facts \
  ?fields=C.116,C.117,C.118        # accept · admit · enroll
  &year=latest                     # most-recent CDS per school
  &verified=true                   # skip PDFs awaiting review
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