The Numbers Just Got Harder to Ignore

Two new data points dropped recently, and together they tell an ugly story.

The National Bureau of Economic Research published findings using IRS tax records spanning 2000 to 2016 — a rare, hard-data look at what retirees actually earn. The headline sounds okay: median household income at age 70 rose from $30,710 to $33,908 in inflation-adjusted terms during that stretch, according to NBER researchers John Beshears, James Choi, David Laibson, and Shanthi Ramnath.

But dig into age 80, and the picture turns. From 2010 to 2016, income at the 10th percentile fell 6.6 percent. The 25th percentile dropped 0.8 percent. Meanwhile the 90th percentile climbed 12.2 percent. The tax system, the NBER team found, did almost nothing to close that gap.

The older you get, the more the bottom falls away.

The Heuristic That Tells You If You're Already Behind

A February 2026 study published in the Journal of Financial Planning — authored by Stuart Heckman, J. Michael Collins, Sonya Lutter, Emily Koochel, and Tairsa Mathews — tackled a different problem: most people have ZERO idea whether they're saving enough because the tools used to measure it are too complicated for most Americans to use.

The researchers analyzed the 2022 Survey of Consumer Finances across 3,227 non-retired households. Their finding: a simple savings-to-income multiple ratio (your total retirement savings divided by your annual income) actually tracks well with how confident people feel about retirement security.

Higher ratio, more confidence. Simple enough.

The study found non-White households were significantly less likely to report feeling adequate about retirement savings. Married, educated, financially literate people using a financial planner fared better. Everyone else is largely guessing.

This reflects a data point about who has access to good financial advice and who doesn't.

The Locked Door Nobody Is Talking About

Patrick Brenner, writing via RealClearMarkets and published by ZeroHedge, makes a pointed argument: your 401(k) or 403(b) is legally structured to keep you out of the same investments that institutional investors use to generate their best returns.

Brenner's argument isn't ideological fluff. It's arithmetic. Institutional investors — pension funds, university endowments, sovereign wealth funds — routinely allocate 20 to 30 percent of their portfolios to private markets: private equity, private credit, infrastructure, real estate. They do this because those assets have historically delivered higher long-term returns AND diversification.

Your retirement account? A menu of mutual funds and index options. That's it.

Brenner specifically calls out MarketWatch's Brett Arends, who argued that opening retirement plans to private assets would expose workers to high fees, illiquidity, and complexity. Brenner's counter: compared to WHAT? The alternative is locking workers into a narrower set of assets that institutional money left behind years ago.

The Society of Actuaries has flagged retirement adequacy as a systemic concern — not just a personal savings discipline problem. The structure of the vehicle matters as much as how much you put in it.

What Mainstream Coverage Is Getting Wrong

Most retirement coverage — from CNBC to Bloomberg to your local news — frames this as a behavioral problem. Save more. Start earlier. Don't touch it. The implicit message: if you're behind, it's your fault.

The NBER data shows real income growth stalling or reversing for the bottom quartile of retirees as they age — not because they spent recklessly in their 30s, but because the system doesn't work the same for them as it does for higher earners with diversified assets and professional advice.

The FPA research shows that most people lack the financial literacy to even assess their own situation accurately — and that access to a financial planner is one of the strongest predictors of feeling retirement-secure. This is a market gap.

The Brenner/ZeroHedge argument surfaces something almost no mainstream outlet will touch: the regulatory structure of retirement accounts is actively preventing ordinary workers from accessing the asset classes with the strongest long-term track records. The people managing Harvard's endowment and CalPERS get private equity. You get a target-date fund.

The Conservative Case for Fixing This

If you believe in meritocracy and individual ownership, this warrants scrutiny.

The current system concentrates access to high-performing private markets among institutional investors and the ultra-wealthy. It uses government-sanctioned account structures to funnel ordinary workers into a narrower, lower-ceiling investment universe. Then policymakers act surprised when retirement adequacy gaps persist.

Smaller government doesn't mean less access to economic opportunity. It means getting the regulatory barriers out of the way so individuals can make real choices with their own money.

The data from NBER, the FPA, and the actuarial community all point the same direction: the retirement system is failing the bottom half of Americans in ways that compound with age. The behavioral-fix narrative sidesteps the structural problem entirely.

Regular people are being handed a smaller playing field and told to run faster. The issue is structural, not a matter of savings discipline.