Student debt compared with college earnings in federal data

Debt matters relative to earnings—not in isolation

Federal College Scorecard fields pair median debt among completers with median earnings years after entry (see College Scorecard data documentation). EDsmart Data calculated ratios for 3,886 institutions with both values (May 2026).

National institution patterns

• Median debt-to-one-year-of-cohort-earnings ratio: 0.34 (debt is about one-third of a single year’s median 10-year-after-entry earnings in the typical school)
• 75th percentile ratio: 0.45
• Share of institutions above 0.5: 16.9%

A ratio above 0.5 means median debt exceeds half of one year’s observed median earnings for that cohort—not a formal “affordable debt” rule, but a useful screen.

Program-level pairing is sharper

Institution medians blend majors. Students should use field-level debt-to-earnings where available. EDsmart: debt-to-earnings by major.

Also important: Debt medians often reflect completers; earnings medians can include non-completers unless suppressed—read College Scorecard data documentation.

Standard repayment on federal undergraduate loans assumes a 10-year schedule; income-driven plans stretch longer. Comparing median debt to one year of median earnings is a rough screen—families should model monthly payment as a share of expected take-home pay in year one after graduation, not only cumulative debt.

Parent PLUS and private loans lack many student protections; articles that cite “typical debt” should specify which loan types are included.

How to interpret the ratio

A debt-to-earnings ratio near 0.34 means median debt is about 33% of one year’s median cohort earnings in the typical institution. It is not a monthly payment calculation and not a default rate.

When ratios exceed 0.5

About 16.9% of institutions in EDsmart’s build exceed 0.5. Those campuses deserve extra scrutiny on net price, completion, and major mix. Students should compare financial aid offers and expected earnings in their intended field—not only institution-wide medians.

Federal College Scorecard fields document median debt among completers; earnings cohorts may include non-completers. Read College Scorecard data documentation before comparing to private loan underwriting rules.

Federal accountability context

The U.S. Department of Education uses debt-to-earnings and gainful-employment style metrics for some programs. College Scorecard publishes institution and program fields used by researchers and journalists (see College Scorecard data documentation). EDsmart’s ratio analysis is descriptive—not a pass/fail accountability ruling.

Among 3,886 institutions with both medians, the 75th percentile debt-to-earnings ratio is 0.45. One in five institutions exceeds 0.5. Students at those campuses should scrutinize net price by income, graduation rates in their major, and typical pay in that field.

Parent PLUS loans and private loans may not appear in the same Scorecard debt field as undergraduate Stafford loans—read documentation for each debt metric.

Next steps for borrowers

Compare financial aid award letters across colleges. Use the federal College Scorecard comparison tool and EDsmart’s debt-to-earnings by major page. Read EDsmart findings for institution medians and ROI context.

Income-driven repayment and forgiveness politics

Federal income-driven repayment caps monthly payments as a share of discretionary income; forgiveness programs change total debt burden for public-service workers. Debt-to-earnings comparisons must use typical payment, not only principal, when judging affordability. A $30,000 balance is manageable at $70,000 earnings but stressful at $35,000 with family obligations.

Private loans and Parent PLUS

Parent PLUS loans are not eligible for all student-centered repayment plans; families sometimes borrow more than students. Articles on student debt should separate federal undergraduate caps from parental and private debt. EDsmart’s debt section in the College Payoff report links to Scorecard typical debt fields.

When analysts say college might not pay

Program-level reviews using College Scorecard and Census earnings data sometimes find weak returns for specific majors or campuses. Those findings complement EDsmart’s institution medians—they do not replace program-level due diligence (see field definitions). A national median surplus can coexist with programs where expected earnings fall below costs.

Refinancing, consolidation, and forgiveness rules change over time; debt-to-earnings ratios in this article use Scorecard medians at publication and are not legal advice on repayment.

Graduate and professional debt is excluded from many undergraduate Scorecard medians—students considering law or medicine should use program-level graduate debt fields separately.

A ratio of 0.35 means manageable payments for many graduates at median earnings; ratios above 1.0 warrant careful scrutiny before borrowing the maximum federal limit.

Borrowing guardrails

Open College Scorecard program pages for intended majors; read College Scorecard data documentation for field definitions.

Model monthly payment vs expected first-year take-home pay.

Compare multiple financial aid offers before committing.

How this article fits The College Payoff, 2026

This piece is one of twenty companion articles to The College Payoff, 2026. The parent report synthesizes College Board Education Pays, Georgetown CEW, Census, BLS, College Scorecard, Federal Reserve SCF wealth tables, and EDsmart institution-level findings. Each breakout answers one question journalists and families ask when those sources are quoted side by side.

When federal sources update on different calendars, start from the parent report’s definitions section, then return here for the topic-specific FAQ. Interactive tables and state pages on EDsmart Data—tuition trends, debt-to-earnings by major, attainment by state, STEM outcomes—let you filter national benchmarks beyond what a single government table provides.

If a number here differs from a chart in the parent report, use the parent report and the underlying federal publication as the authority. Breakouts explain how to read those sources; they are not a separate dataset.