Undergraduate enrollment
Undergraduate enrollment fell 45% at Penn Commercial Business/Technical School vs the 2003–2007 baseline (223 vs 403).
Washington, Pennsylvania. 223 undergraduate students. 16 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 fell 45% at Penn Commercial Business/Technical School vs the 2003–2007 baseline (223 vs 403).
Out-of-state tuition at Penn Commercial Business/Technical School rose 25% between 2006 and 2009 ($16.0k → $20.0k).
In-state tuition at Penn Commercial Business/Technical School rose 13% between 2021 and 2024 ($12.1k → $13.7k).
150%-time completion fell 9 pp at Penn Commercial Business/Technical School vs the 2003–2007 baseline (72.7% vs 81.3%).
Each tile compares this institution to the Pennsylvania median for the same metric. Sub-line shows the comparison value, not an interpretation. Sparklines trace the federally available history.
Treasury tax-record earnings for federally aided students who first enrolled at this institution. Each point is a horizon from the most-recent vintage. Single median per horizon (no p25/p75 publishing).
Annual debt service as a share of median earnings 10 years after entry, computed under federal Direct loan terms (10-year fixed at 6%). The 8% line is the gainful-employment threshold from federal regulation; above 12% has historically been considered “failing” under prior rule cycles.
Median federal debt $8,904 amortized over 10 years vs. median earnings $31,736 (10y after entry).
Federally available history. Coverage varies by metric — IPEDS publishes some series only after 2009 and others only before.
57.0% → 87.1%
147 → 506
$7,540 → $13,654
$7,540 → $20,000
$6,125 → $11,638
16.7% → 0.0%
59.1% → 41.3%
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 Penn Commercial Business/Technical School 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.