-100%
3-year cohort default rate
3-year cohort default rate at Advantage Career Institute fell 100% between 2021 and 2024 (2.9% → 0.0%).
New Jersey · Private for-profit · Predominantly certificates
Advantage Career Institute
Eatontown, New Jersey. 149 undergraduate students. 3 programs in the federal Field-of-Study dataset.
ANOMALY ENGINE · NOTABLE SIGNALS
What the data flags at Advantage Career Institute
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.
SECTION 01 · OUTCOMES SNAPSHOT
The numbers, vs. New Jersey
Each tile compares this institution to the New Jersey median for the same metric. Sub-line shows the comparison value, not an interpretation. Sparklines trace the federally available history.
—
New Jersey median $46,742—
Treasury earnings · 6y post-entry81.7%
New Jersey median 62.0%$4,856±0% · '19→'20
At program completion149+55% · '18→'24
latest IPEDS—
first-time, full-time—
latest cohort—
annualSECTION 04 · LONG ARC
Ten-plus year arc
Federally available history. Coverage varies by metric — IPEDS publishes some series only after 2009 and others only before.
Undergraduate enrollment.
Median federal student debt at exit.
+28%
Advantage Career Institute · undergrad enrollment rose
104 → 161
+778%
Advantage Career Institute · pell share rose
0.0% → 38.9%
FINANCIAL OUTCOME · ILLUSTRATION
Estimate the financial outcome at Advantage Career Institute
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%.
EARNINGS SUPPRESSED
Federal privacy rules suppressed earnings for Allied Health and Medical Assisting Services · Undergraduate Certificate or Diploma at Advantage Career Institute(cohort below 30 students). The calculator can’t produce a number we’d stand behind, so we don’t.
Outcomes illustration · not a forecast. Projects observed Scorecard earnings forward with a Mincer age-earnings curve under your assumptions. See methodology for the math.
SECTION 07 · SIMILAR INSTITUTIONS
Same sector and degree mix in New Jersey
Picked by Carnegie sector × predominant credential level. These are not rankings — just nearest-neighbour surfaces for comparison.
CAUSAL DISCIPLINE
“Advantage Career Institute graduates earn $X” — not “Advantage Career Institute makes you earn $X”
Median earnings describe what cohorts earned. They do not describe what attending Advantage Career Institute 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.