Undergraduate enrollment
Undergraduate enrollment at Paul Mitchell the School-Farmington Hills fell 35% between 2021 and 2024 (152 → 99).
Farmington Hills, Michigan. 105 undergraduate students. 1 programs in the federal Field-of-Study dataset.
Short-arc shifts (recent 3-year window), peer outliers, earnings trend breaks, completion drops, enrollment cliffs, and debt-to-earnings warnings — surfaced deterministically from the federal record. Multi-decade shifts are reported separately in the Long Arc section, since 25-year tuition drift isn't really an anomaly.
Undergraduate enrollment at Paul Mitchell the School-Farmington Hills fell 35% between 2021 and 2024 (152 → 99).
3-year cohort default rate at Paul Mitchell the School-Farmington Hills fell 100% between 2021 and 2024 (3.4% → 0.0%).
Median federal debt at exit at Paul Mitchell the School-Farmington Hills fell 21% between 2017 and 2020 ($12.5k → $9.8k).
Each tile compares this institution to the Michigan median for the same metric. Sub-line shows the comparison value, not an interpretation. Sparklines trace the federally available history.
Federally available history. Coverage varies by metric — IPEDS publishes some series only after 2009 and others only before.
0.0% → 83.3%
33 → 99
$12,500 → $9,833
16.6% → 0.0%
8.9% → 56.4%
Each row is one (CIP × credential) program reported by the institution in College Scorecard's Field-of-Study data. Cohort floor is 30 students; below this, federal data is suppressed.
Programs are grouped by 2-digit CIP family. Programs without reported earnings are hidden to keep the list focused.
Pick a program. Cost from Scorecard net price by family income; earnings from Treasury 5-year-post-completion median, projected forward with a Mincer age-earnings curve. The selection-bias toggle applies the Dale-Krueger shrinkage. Outcomes illustration, not a forecast — see methodology.
Shrinks the earnings premium toward the matched-applicant mean. STEM <15%, business ~40%, arts & education ~60%.
Outcomes illustration · not a forecast. Projects observed Scorecard earnings forward with a Mincer age-earnings curve under your assumptions. See methodology for the math.
Picked by Carnegie sector × predominant credential level. These are not rankings — just nearest-neighbour surfaces for comparison.
Median earnings describe what cohorts earned. They do not describe what attending Paul Mitchell the School-Farmington Hills caused. Selection effects (who admits, who enrolls, who completes) are real. We publish federal data with strict descriptive phrasing — and link the methodology where you can read about the limitations directly.