About Research Education Ambassadors
FinMango Research

What if the affordability crisis had a forecast?

Rent, debt, wages, and what people search for at 2 a.m. — the signals show up long before a young adult's finances break. We measure them, publish everything, and put the evidence in front of the people who can fix it.

Live · data as of today
Housing stress Financial anxiety 50 states + DC
The premise

For a 25-year-old today, the affordability crisis isn't one bad month. It's rent that takes a third of the paycheck, a loan balance that barely moves, and a medical bill waiting to happen — compounding quietly for years. Our work is to make that slow squeeze measurable, and then impossible to ignore.

Live signals · national Updating

Financial Health Barometer composite indices, 0–200 scale, built from BLS, Census, HUD, FRED and Harvard JCHS inputs. Sparklines show the monthly national reading since 2016. Click a signal to see it on the map below.

A generation, by the numbers Ages 18–34 · U.S.
$0
Avg. student debt per borrower
0%
Young renters who are cost-burdened
0%
Debt-to-income ratio
$0
Median income, ages 25–34
Referenced & cited by
World Health Organization World Bank Int'l Monetary Fund Google Health Nature · Scientific Data Google.org Am. J. of Health Education
01 · The Barometer

Financial stress, measured live.

The Financial Health Barometer distills search behavior and administrative data into a weekly stress reading for all 50 states. This is the live preview — hover a state, or switch indicators below.

Low <90
Moderate 90–120
Elevated 120–150
High >150

Figure 1Financial Health Barometer composite index, by U.S. state. Hover a state for its current reading; switch indicators above. Source: FinMango Research, 2026.

Data partnership A working relationship with Google's Health Trends team gives us privileged API access — the data engine behind the Barometer's real-time signals across all 50 states. How we use it

02 · The math of being 25

Pick a state. Do the math.

What a typical 25-to-34-year-old earns, what rent takes, what the loans cost, and how it stacks up against the rest of the country. Every number below comes from our Young Adult Financial Health dataset.

Where a month's paycheck goes in

All 50 states + DC, ranked by affordability index Hover or tap a dot
← More affordableLess affordable →

Figure 2Young adult (ages 18–34) financial indicators by state. Sources: Census ACS, Harvard JCHS, Zillow ZORI, Education Data Initiative, BLS, BEA. The student-loan payment is an estimate on a standard 10-year plan at 6.5% APR; the paycheck is gross monthly income, before taxes.

03 · Reports & Briefs

Our research, in plain language.

House briefs that read our own work so policymakers, journalists, and partners don't have to parse a repository first. Each one links to its source documents — and down to the FinMango tools it informed.

04 · Publications

Published research.

Peer-reviewed papers and technical whitepapers, plus five working papers in progress with our academic partners.

05 · In the spotlight

Google.org spotlighted our open data work among the nonprofits using Google tools to support communities during COVID-19.

22,579 locations · 190+ countries · Open source
Explore the data portal
Google.org
@Googleorg · Aug 27, 2020
A moment worth saving — pinned to our research wall.
06 · Open questions

What we're asking.

A research agenda is really a list of honest questions — the quiet ones, the inconvenient ones, the ones the data keeps hinting at. These are the six we're chasing now. Open one to see why it matters and what it's already feeding.

01

Can search behavior predict an eviction before it's filed in court?

Why it matters

An eviction filing is a lagging indicator. By the time a case reaches court, the damage to credit, health and housing stability is already done. If searches for help spike weeks earlier, cities could put emergency rental assistance in front of the right households in time.

Where it's going
02

Does one medical event really erase a generation of savings — and for whom?

Why it matters

A single emergency-room visit can undo years of saving, and young adults are the group most likely to be uninsured or under-insured. We're mapping who absorbs the hit, where the bill lands, and what it does to everything else in the budget.

Where it's going
03

How do community banks absorb the financial aftershock of a tornado?

Why it matters

When a tornado flattens a town, the local bank is often the only lender that knows it. We're studying how community banks absorb the shock, keep credit flowing, and what happens to households when they can't.

Where it's going
04

What does AI adoption in banking mean for the people behind the teller window?

Why it matters

Banks are automating fast. We're tracking what that means for entry-level jobs, the first rung on the ladder for many young adults, and for who gets approved by a model instead of a person.

Where it's going
05

Where does financial literacy change behavior — and where is it just theater?

Why it matters

Everyone agrees it matters. Far fewer measure whether it changes behavior. We compare what people search for before and after they learn, so education gets built on evidence instead of good intentions.

Where it's going
06

When does student debt stop compounding disadvantage, if ever?

Why it matters

For millions of young adults the loan payment competes directly with rent. We're measuring how that competition plays out state by state, and when, if ever, the balance stops compounding disadvantage.

Where it's going
From signal to solution

The whole loop, in house.

Most research stops at the paper. Ours doesn't: the same team that spots the signal builds the tool and carries the evidence to the people who can act on it.

  1. 01

    Signal

    Search behavior, rents, wages and prices across all 50 states, refreshed as new data lands.

  2. 02

    Measure

    The Barometer turns those signals into a 0–200 stress index for every state, and a young-adult index on top.

  3. 03

    Explain

    Plain-language briefs and peer-reviewed papers. Every method and every limitation published.

  4. 04

    Build

    Free tools young adults actually use: loan simulators, rent vs. buy, the medical maze, a paycheck calculator.

  5. 05

    Change

    Evidence in front of the people who set policy, from WHO and the World Bank to city halls and campuses.

07 · Approach & methodology

Why we do what we do.

We identify the systemic barriers endangering young adults' financial health — housing, healthcare, debt, predatory lending. We diagnose root causes. We provide the evidence decision-makers need to build solutions that actually work.

Our approach & methodology
Radically transparent

All research on GitHub. Every methodology. Every insight. Every limitation.

Built to be used

WHO. World Bank. IMF. Policymakers worldwide. We provide evidence. They build solutions.

Explore our research.

All our research is open-source and available on GitHub. Dive into our methodologies, datasets, and findings.

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Open-source repositories
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Countries covered
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Published & working papers
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Free tools built