When the Numbers Say You Are Doing Well

There is a particular irritation in being told that you are doing well by someone who has never seen your bills.

There is also a danger in deciding, because your bills are difficult, that every favorable economic number must be a lie. That conclusion gives away a useful instrument. We need measurement precisely because our own experience, however real, cannot tell us what happened to everybody else.

So let us begin with good news that an honest account of affordability must accommodate. The Census Bureau reported that U.S. real median household money income reached $87,460 in 2025, measured in 2025 dollars. That was 2.6 percent above its revised 2024 estimate of $85,210, and the highest level in the series beginning in 1967. The report was released in September 2026.¹

These are not merely bigger dollar signs caused by inflation. The comparison is inflation-adjusted. We should not describe that result as a national decline in real median household income. Nor should we transform the median into a claim about every person’s raise.

Now we can ask the next question. How much does that number tell us about the life a particular household can obtain?

Quite a lot about one important dimension. Much less than everything.

An average basket cannot live your life

Inflation describes a rate of change. A slower rate of increase can still leave prices rising. If a charge moves from $100 to $120 and later to $123, the later increase is smaller, but the charge has not returned to $100. You do not get the first increase refunded because the second one was less dramatic.

People understand this perfectly well when it concerns their own money. Public discussion sometimes becomes confused because good news about the rate is presented as if it were a reversal of the level. Both levels and rates matter. Neither gives the full account without income and the particular costs a household faces.

The Bureau of Labor Statistics describes the Consumer Price Index as an average change in prices for a representative basket of consumer goods and services. It explicitly warns that the index need not match the experience of a particular family. Spending patterns differ. The CPI is also not a complete measure of everything affecting a standard of living; public services and environmental conditions raise questions beyond its coverage.²

That limitation is a reason to supplement the measure, not invent a conspiracy about it.

A household that needs substantial care, has to move, or must commute a long distance can face a different practical squeeze from a household with the same income whose circumstances remain stable. Even identical prices can have different consequences. The price of a car repair matters differently when a reliable train is available and when losing the car means losing the job.

There is also the awkward fact that some purchases can be postponed much more easily than others. You can decide that the television will last another year. A leaking roof may have a less negotiable timetable. A child does not agree to pause development until the care budget improves.

This is why affordability is partly about the shape of a life. The same total income can support very different levels of security depending on what a household must buy, when it must buy it, and what is available without a separate private payment.

I want us to become more curious about these differences. The aim is not to construct a special index that confirms everybody’s grievance. It is to understand where ordinary participation becomes difficult and which change would actually make it easier.

What remains after the improvement

Take a small example. A household receives $4,000 a month after tax. Its necessary recurring cash costs are $3,400, leaving $600. Later its after-tax income rises to $4,600. Good news. But its necessary costs have also risen, to $4,200. The amount left is now $400.

Income increased by $600. The necessary bill increased by $800. The household’s remaining cash fell by $200.

Scroll sideways to see all columns. Keyboard: focus the table and use the left and right arrow keys.

Illustrative monthly budget (US dollars)

Budget	After-tax income	Necessary costs	Remaining
Before	$4,000	$3,400	$600
After	$4,600	$4,200	$400

All amounts are invented. Income rises $600, necessary recurring cash costs rise $800, and remaining cash falls $200.

Figure 1. An imagined household receives more cash while retaining less after necessary bills. This arithmetic illustrates a possible pattern; it is not an estimate of a typical U.S. household or an inflation-adjusted income series.

Nothing here proves that the national income report is wrong. We have described one possible household, using an explicitly different measure. Nor does every cost increase reflect pure inflation. A move, a new care responsibility, or a change in household composition can alter what must be purchased. Those distinctions matter when explaining a trend. They do not make the remaining $400 spend like $600.

The residual is important because it has several jobs. It has to absorb mistakes in the budget, build reserves, replace worn-out things, and make room for some of the pleasures and ambitions that make working worthwhile. Calling it discretionary can make it sound frivolous. A household’s future is often financed from that category.

There is a difference, however, between using residual income thoughtfully and announcing one universal required spending basket. People disagree about needs. Local conditions vary. A poorly designed official standard could turn existing deprivation into a norm, or make assumptions that fit one household and punish another.

A better practice would publish several transparent measures. Show income, essential costs, and the amount remaining for households in different circumstances. Show access to services and the time required to use them. Explain what is included. Allow the standard to be challenged. No single summary should have to carry the whole argument.

You deserve more than a statistic chosen to win a television segment.

Income is arriving money and wealth is a position

There is another conversation that regularly goes wrong. Someone points to an income figure, and someone else replies with a wealth figure as if the two were interchangeable.

Income is a flow over a period. Wealth concerns accumulated assets and liabilities at a point in time. A household can have a good current income and little accumulated wealth. Another can have a modest current income and substantial assets. Some assets are readily usable; others are difficult or costly to turn into cash. Debt can change the picture dramatically.

For our purposes, the distinction becomes most interesting when we ask what happens during an interruption. A person with reserves can continue paying while finding the next source of income. A person without them must often respond immediately. The urgency can affect the terms they accept.

Think about two aspiring business owners presenting the same idea. One can spend a year learning whether it works. The other must make it pay by the end of next month. Their intelligence and effort may be identical. Their experiments are not.

Wealth can also provide access before it provides income. It can help with a deposit, a move, training, equipment, or the assurance that allows someone to wait for a better opportunity. That is why a society concerned with ambition should examine starting resources and inherited advantages alongside annual earnings.

This observation does not require resentment toward a family that helps its children. Parents are generally entitled to care about their children’s prospects. The public question is what happens to everyone whose parents cannot provide the same support. A republic cannot contract out its entire promise of opportunity to the luck of parentage.

Nor does recognizing wealth require us to pretend that everyone should own the same things. A renter with dependable long-term security, accessible services, and liquid savings may possess important freedoms. An owner can be heavily indebted and exposed to costly repairs. We need to inspect the rights and risks attached to a position, rather than treat the word owner as a complete description of success.

What the Gini can and cannot say

The Gini index compresses inequality into a number. In the usual presentation, zero represents complete equality, while a value approaching one represents extreme concentration. The choice of underlying measure matters: a Gini for household money income is not a Gini for wealth.

In the Census Bureau’s 2025 report, the household money-income Gini was 0.490. The change from 2024 was not statistically significant. Money income is measured before taxes and excludes certain noncash benefits, so it cannot by itself describe the distribution after all taxes, transfers, and public services.³

The report’s income-share figure gives another view. The highest-income fifth of households received 52.4 percent of household money income in 2025; the lowest fifth received 3.0 percent. Those are shares of the reported income total, not shares of national wealth. The chart marks changes in processing and questionnaire methods, which should stop us from pretending that every movement across its long history is a clean like-for-like comparison.⁴

Such measures reveal something important about distribution. They do not reveal everything about how people live. Two societies could have similar income inequality and very different housing costs, medical access, public transport, or exposure to personal catastrophe. A rise in equality caused by everybody becoming poorer would hardly fulfill the ambition of this book. A rise in average prosperity that left the poorest unable to obtain necessities would also fall short.

Our aim needs both a floor and a direction. The floor concerns whether people can live and participate with dignity. The direction concerns whether prosperity increasingly expands their choices and whether gains are distributed in a defensible way.

There are also limits to what one index can tell us about power. A person who controls an essential local service may have influence that cannot be read directly from a household-income statistic. A wealthy person may have assets without controlling such a service. Measurement should make distinctions visible, rather than turn every criticism of the economy into the same argument.

The numbers can establish concentration. To understand its consequences, we have to follow the money into institutions and decisions.

Listening to the argument without borrowing the exaggeration

Bernie Sanders gives a forceful political description of this divide. In prepared Senate remarks on April 4, 2025, he said that “the very rich are becoming much richer and working families are struggling.”⁵ The sentence directs attention toward who gains and who has difficulty getting through ordinary life. That is a serious question, and I agree that it belongs near the center of economic politics.

A political speech is still a political speech. Its claims must be checked individually. The fact that the quoted sentence captures a real concern does not automatically validate every historical superlative or numerical assertion surrounding it. The current Census findings allow us to say that real median household money income improved in 2025. They also allow us to observe substantial income concentration. We should be able to hold those findings together without treating honesty as a betrayal of working people.

Indeed, it is a form of respect. Someone trying to change the economy deserves an argument that will survive contact with evidence. An inflated claim can produce a moment of applause and give an opponent an easy way to avoid the underlying problem.

Elizabeth Warren’s May 19, 2026, prepared speech about universal child care makes a related argument through a specific service. She compares public investment in care with investment in roads, bridges, and education, then says, “It’s time to do the same for child care”.⁶ Her claim is that care helps make participation possible and should be treated as a public investment. That is a policy position, not an already demonstrated outcome of every proposed program.

I find the shift in attention valuable. Instead of treating parents as isolated consumers who have somehow failed to negotiate a better deal, it asks how a necessary service is organized, paid for, and supplied. It also brings the people doing the caring into the picture. A cheap service produced by making its workers insecure would simply move the affordability problem from one household to another.

There is work to do after the speech. How many places are needed? Who will staff them? What quality will families receive? What happens to an existing provider during the transition? Will a family using care gain more than it pays through the financing system? How are households without children affected, and which public reasons justify their contribution? These questions give the proposal shape. They should not be used as an endless waiting room in which the proposal is left to die.

Both senators help put ordinary households back into the political field of view. My concern is to carry that attention into a standard for delivery. A family should be able to point to something that changed: an opening became available, a bill fell, a journey shortened, a risk became bearable. The ambition should be large enough to matter and concrete enough to judge.

A politics of affordability needs better sentences, yes. It also needs working doors.

A middle class with a future

Middle class is one of those phrases that people recognize before they agree on a definition. It can refer to a range of incomes, an occupation, a social identity, a degree of security, or an expectation about the future. These meanings overlap without being identical.

The expectation interests me. Work steadily. Learn something useful. Keep going. In time there should be a home you can rely on, some protection against trouble, and room to help the next generation. There should be a connection between the contribution and the life.

That expectation can be disappointed even when a household’s income occupies the middle of a statistical distribution. A middle ranking does not guarantee affordable access to the goods a community treats as ordinary. A place can have a middle income and a price of entry that is beyond it.

We must be careful with nostalgia here. An older vision of middle-class life often leaves out the people excluded from its opportunities and the unpaid work that helped sustain it. I do not want to reconstruct a selective photograph of the past. I want a broader promise, available across race, sex, family form, disability, and background, with room for lives that never fitted the photograph.

The question is what we can build now with the resources and knowledge we possess.

One part of the answer is better pay and stronger bargaining. Another is making essentials less costly or easier to obtain. A third is reducing the damage caused by interruptions. These approaches can support each other. A raise will mean more if an essential supplier cannot simply capture it through a higher charge. A public service will be more valuable if people can actually reach and use it. A reserve will go farther if a temporary setback does not trigger a cascade of penalties.

This is a demanding account of prosperity. It asks us to examine what happens after the announcement, after the average, after the celebratory speech. It also lets us recognize progress when it is real. A household whose income rises and whose life becomes easier has gained something worth defending. We do not need to diminish that gain to notice the person still waiting outside.

The public argument should be large enough to hold both facts.