Higher education

In 1980, a year of public four-year tuition cost $800. Today it costs $11,600. Median income rose 4.5× in the same period. Tuition rose 14×. That gap is the US student-debt crisis in one sentence. The degree still pays for many majors. For others, the math has turned negative.

$1.77T
Total US student debt

Federal loans outstanding, Q4 2024. Plus ~$130B in private student loans. Larger than total US credit card debt or auto loans.

43.2M
Americans carrying federal student debt

Roughly 1 in 6 US adults. Average balance $37,500. Median bachelor's grad: $25,000.

14×
Public tuition growth since 1980

Median income rose 4.5× over the same period. Private four-year tuition rose 12×. General inflation rose ~3.7×.

Tuition vs income, 1980–2024

Nominal dollars. Private tuition rose from ~$3,600 to ~$43,000 (12×); public tuition from ~$800 to ~$11,600 (14×); median household income from ~$17,700 to ~$80,600 (4.5×).

Tuition vs median income

Nominal dollars, four-year institutions (College Board) + Census P-60

$0$20K$40K$60K$80K19801990200020102020$12K$43K$81K
Public tuition
Private tuition
Median income

Why tuition ran away

Two forces converged in the 1980s: states cut per-student funding, and colleges hired more administrators. Public universities filled the funding gap with tuition. Private universities used federal loan availability as pricing power.

State funding per public student

$9K$10K$11K$12K$13K19801990200020102020$10K

Real per-student state funding is still 20% below 1980, despite enrollment growing 50%+. Public universities raised tuition to compensate, not to improve services.

Admin headcount vs faculty

1975
100
1985
146
1995
182
2005
245
2015
300
2022
290
administrators indexed to 1975 = 100; faculty sits at ~170, students at ~154

Administrative staff tripled; faculty and student headcount each grew ~70%. Every dollar of tuition now funds more non-teaching roles than in any prior era.

Is the degree worth it?

A bachelor's still pays roughly 66% more than a high-school diploma at the median, but the answer depends on the major. Engineering and computer science are clear wins; most humanities and social-service fields now barely beat the high-school baseline, and the cost of attendance has to be netted out.

Median weekly earnings by highest degree (BLS, 2024)

No high school diploma
$708/wk
High school diploma
$899/wk
Some college, no degree
$992/wk
Associate's degree
$1,058/wk
Bachelor's degree
$1,491/wk
Master's degree
$1,737/wk
Professional degree
$2,206/wk
Doctoral degree
$2,109/wk

Lifetime earnings by major (Georgetown CEW)

FieldLifetime4-yr costNet vs HS only
Petroleum engineering
STEM
$4.8M$107K+$3.1M
Computer sci / engineering
STEM
$3.8M$107K+$2.1M
Electrical / mech. engineer
STEM
$3.4M$107K+$1.7M
Finance
Professional
$3.2M$107K+$1.5M
Pharmacy / dentistry / med
Professional
$3.1M$240K+$1.3M
Business management
Professional
$2.8M$107K+$1.1M
Nursing
Services
$2.4M$80K+$0.7M
Skilled trades (electric.)
Trades
$2.2M$6K+$0.6M
Liberal arts / humanities
Arts
$2.2M$107K+$0.5M
Teaching (K-12)
Services
$1.9M$80K+$0.2M
Social work
Services
$1.8M$80K+$0.1M
Early childhood ed
Services
$1.6M$80K$-0.1M
High-school only (no degree)
Services
$1.6M-baseline
Source: Georgetown CEW, "The College Payoff" (2021, updated 2024). Cost assumes public in-state 4-yr list price or professional-school equivalent. Doesn't factor in aid.

What it looks like to graduate now

The ROI math above assumes the degree opens a job. As of 2026 that link is weakening. From 1990 through ~2018, recent grads (22-27) were consistently less likely to be unemployed than the broader workforce, the degree's most reliable benefit. That gap has now flipped: recent grads are at 6.1% vs 4.2% for everyone else, the largest sustained inversion in the BLS series. Applications-per-posting have doubled, entry-level postings in the highest-paid fields are down sharply, and AI is absorbing exactly the tasks that were the bottom rung of the white-collar career ladder.

Recent-grad unemployment
6.1%
vs 4.2% all workers · Q1 2026
Underemployed
41.2%
in jobs not requiring a degree
Real-wage decline
-6%
first-job pay vs 2019, CPI-adj.
Apps per posting
270+
vs ~120 in 2019

The crossover

unemployment rate, %
2%4%6%8%199020002010202020252026
Recent grads (22-27) All workers
6.1%
Q1 2026
Recent-grad unemployment vs 4.2% broader workforce, Q1 2026

The Federal Reserve Bank of New York's Labor Market for Recent College Graduates tracker shows ages 22-27 with a bachelor's at 6.1% unemployment in Q1 2026, against 4.2% for the broader workforce. It is the largest sustained gap in the series; historically recent grads were employed at slightly better rates than non-grads. The flip began in 2023 and has widened each quarter since.

41.2%
Q1 2026
Recent grads underemployed (working jobs not requiring a degree)

NY Fed's underemployment measure: 41.2% of bachelor's-holders 22-27 are in jobs that the BLS classifies as not requiring a four-year degree. Up from 38.5% pre-pandemic. The implication is not 'no jobs' but 'no jobs that the degree was supposed to unlock.' Service, retail, and gig work are absorbing the gap. The wage penalty is permanent: workers who start underemployed earn ~10% less a decade out, controlling for everything else.

270
2025
Average applications per US corporate job posting, 2025

LinkedIn / Revelio Labs analytics: the average US corporate posting now draws 270+ applications, up from ~120 in 2019. Resume-screening time per application has fallen below 30 seconds at the median, by necessity. Handshake's 2025 employer survey found 41% of recruiters planning to use AI in initial screening. The implication for a recent grad without an inside referral or Greek-letter network is that the resume is read by software first, by a human second, and only then if it survives both.

−45%
2025
Entry-level tech job postings vs Q1 2022 peak

Revelio Labs and BLS JOLTS data: US entry-level postings in software, data, and IT have fallen ~45% from the early-2022 peak. Junior software-engineer postings specifically are down ~52%. The decline is unevenly distributed: senior and staff-engineer postings have held up, which means the pipeline into senior roles is narrowing faster than the senior roles themselves. Computer-science majors who would have walked into a $130K offer in 2022 are now more likely to do a master's-as-stalling-tactic.

1,800%
2024
YoY growth in job postings requiring AI-tool fluency

Indeed Hiring Lab: postings explicitly requiring or preferring "GenAI" or "LLM" tooling fluency grew ~1,800% year-over-year through 2024. The growth comes off a tiny base, but the rate is real. Most of the demand is for users of AI tools (knowing how to integrate Claude/ChatGPT/Copilot into a workflow), not builders of AI systems. The asymmetry: graduates are increasingly judged on skills that did not exist when they enrolled, and that the universities still mostly do not teach.

−6%
2025
Recent grads' real wages vs 2019

NACE first-destination + NY Fed wage data: the median first-year salary for a bachelor's-holder is down approximately 6% in real (CPI-adjusted) terms since 2019. Nominal wages rose; the cost of housing, food, and education debt rose faster. Combined with later starts (extending unemployment, fewer offers), the lifetime-earnings curve for the 2024-26 graduating classes is shifted down and right relative to the 2015-19 cohorts.

38%
2025
US firms reporting any production AI deployment

Stanford HAI AI Index 2025: about 38% of US firms report at least one AI deployment in production. The deployment is concentrated in functions where new grads cluster: customer service, marketing copy, junior software, basic research, paralegal work. McKinsey's 2025 survey found that ~50% of firms using AI report 'reducing entry-level hiring' as a near-term outcome, vs ~12% reporting reduced senior hiring. The wedge is structural, not cyclical: firms are absorbing AI productivity gains by not refilling the bottom of the pyramid.

What it means for the math. The lifetime-earnings figures on the major-ROI table assume the grad gets in and stays on the white-collar career ladder. The tightening market plus AI displacement of entry-level tasks is shifting the curve down and right: longer to first job, lower starting wages, higher likelihood of underemployment, and a narrower pipeline into the senior roles where most of the lifetime delta lives. The degree still pays. The first 5 years after graduation are now where the risk concentrates.

Student loan payoff calculator

Three scenarios at once: the standard 10-year amortization, your chosen monthly payment, and the minimum under Income-Driven Repayment (10% of discretionary income). Interest compounds daily on most federal loans.

Outstanding balance $37,500
$0$50K$125K$250K
Interest rate 7%
0%4%8%12%
Gross annual income $60,000
$20K$80K$160K$250K
Your monthly payment $400
$0$500$1.5K$3K
Standard 10-year
$435/mo
Payoff: 10.0 yrs
Total interest: $14.7K
Your payment
$400/mo
Payoff: 11.3 yrs
Total interest: $16.9K
Income-driven (IDR)
$218/mo
Payoff: never*
Forgiveness: 20-25 yrs
*IDR allows this; balance grows until forgiveness.

SAVE / IDR caveat. Income-Driven Repayment caps payment at 10% of discretionary income and forgives the remaining balance after 20 years (undergrad) or 25 years (grad). Forgiven balances are treated as taxable income in the year of forgiveness, so a $100K+ forgiveness event can generate a large unexpected tax bill. Public Service Loan Forgiveness after 120 qualifying payments is tax-free, and is a better path if you work for a qualifying nonprofit or government employer.

Source: Federal Student Aid, IDR plans. Calculation uses standard amortization; assumes fixed rate, no capitalization events, and daily interest accrual approximation.

The 529: time is the variable

A 529 plan grows tax-free, withdraws tax-free for qualified education expenses, and (in 35 states + DC) offers a state-income-tax deduction on contributions. The numbers below assume a 6% real (after-inflation) return, a defensible long-run diversified-equity assumption after typical 0.10-0.30% plan fees. The single biggest determinant of how much is in the account at age 18 is when you open it.

Starting balance $0
$0$10K$25K$50K
Monthly contribution $250
$25$250$500$1,000
Child's age when you start birth
birth51017
Balance at 18
$97K
18 yrs contributing
You contributed
$54K
total out-of-pocket
Tax-free growth
$43K
would be ~25-37% taxed in a brokerage
% of est. 4-yr COA
62%
target $157K, public in-state
Same $250/month, different start ages
Start ageYearsBalance at 18Of which growth
birth ← you18$97K$43K
3 yrs 15$73K$28K
6 yrs 12$53K$17K
10 yrs 8$31K$7K
14 yrs 4$14K$2K

State tax deduction

35 states + DC offer an income-tax deduction on contributions. Annual deductible amounts vary: NY ($10K married), VA ($4K), IL ($20K), MD ($2.5K). At a 5% state rate that's ~$500-1,000/yr in immediate tax savings. Your home state's plan is usually best for the deduction; for the underlying investments, plans from Utah (my529), Nevada (Vanguard), and New York (Direct) tend to rank near the top on fees + fund quality.

SECURE 2.0 Roth rollover

Since 2024: up to $35,000 of unused 529 funds can be rolled over to the beneficiary's Roth IRA after the plan has been open 15 years. Annual rollovers are capped at the IRA contribution limit ($7K in 2026). It removes the historical "what if my kid doesn't go to college" risk. Worst case, the money becomes a head start on their retirement instead of a 10% penalty.

Qualified expenses are broad

Tuition, fees, books, and room-and-board at any accredited US college, university, or trade school, plus up to $10K/yr for K-12 tuition (private or religious). Apprenticeships qualify. Up to $10,000 lifetime can be applied to repay the beneficiary's student loans. The "what if they get a scholarship" worry is also muted: scholarship-amount withdrawals avoid the 10% penalty (you still owe income tax on growth).

5-year front-load for lump sums

529s are the only account where the IRS lets you "super-fund" five years of gifts at once. In 2026, $19,000 is the annual gift-tax exclusion per donor; you can front-load that ($95K) per donor (or $190K per couple), and pro-rate it across five years. Combined with the 6% real return, $95K at birth becomes ~$271K by age 18 without another dollar in. Common play for grandparents who want to fund the 529 once, max compounding, and step away.

FAFSA treatment is favorable

A parent-owned 529 counts as a parent asset on FAFSA, assessed at a maximum 5.64%, substantially better than student-owned assets (20%). Grandparent-owned 529s used to be punished as student income; the 2024 FAFSA Simplification Act removed that penalty entirely. So even if grandparents fund the plan, the student's aid eligibility is protected.

Compounding model: 6% real return, monthly contributions, no fees netted (typical plan fees 0.10-0.30% reduce balance ~3-9% over 18 yrs). Sources: SEC.gov 529 disclosures, Saving For College state tracker, IRS Pub 970, FinAid.org.

If you're the one paying

Cap debt at your expected first-year salary

Rule of thumb: total federal loans ≤ expected starting salary. A CS grad expecting $90K can justify $80K of debt; an education grad expecting $45K shouldn't exceed $45K. Above that ratio, the 10-year payment eats 15%+ of take-home and savings are near-impossible in the first decade.

Community college first

Two years of community-college credit transfers to most state flagships. At ~$4K/yr vs $11K/yr, the first two years alone saves $14K+. Degree on the wall is identical.

Never use private loans

Private student loans (Sallie Mae, etc.) have no forgiveness programs, no IDR, no pause during hardship, and carry variable rates. Exhaust federal Direct loans first (Subsidized → Unsubsidized → Grad PLUS). If federal won't cover the gap, the school is too expensive, pick a cheaper one.

Public-service path if the math demands it

Public Service Loan Forgiveness (PSLF) writes off remaining federal debt after 120 qualifying payments at a government or 501(c)(3) employer. Tax-free. Confirmed approvals top 1M since fixes landed in 2022. If your field is low-paying but nonprofit-heavy (teaching, social work, public health), the math often favors this over aggressive private-sector payoff.

Refinance only in private-sector careers

Refinancing federal loans into private loans drops your rate but permanently forfeits IDR, PSLF, and deferment. Only makes sense if you'll never need those (high-income stable job, no government/nonprofit plans). Once refinanced, there's no going back.

Don't chase prestige

Krueger-Dale showed attending a more selective school doesn't increase earnings once you control for the schools a student applied to. CS at a state flagship beats English at Harvard on lifetime earnings by a wide margin. More in /parenting.

Not financial advice. Loan terms, repayment options, and forgiveness rules change frequently. For current federal options use studentaid.gov. For pricing by school use the federal College Scorecard, which publishes median earnings and median debt by program.