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American Poverty Is a Measurement Problem | Podcast Highlights

Blog Post | Poverty Rates

American Poverty Is a Measurement Problem | Podcast Highlights

Marian Tupy interviews Scott Winship about how bad measurement choices distort the picture of poverty and inequality in the United States.

Listen to the podcast or read the full transcript here.

Let’s start with the broader picture. It is my sense that popular narratives about the state of the American worker are much darker than the data support.

Am I terribly wrong in this assessment?

There are surveys that look at economic anxiety or insecurity among Americans. And if you look at a question that has been asked for 25 years or so, about how people feel about their own personal finances, about half the population says their finances are “excellent or good.” We might wish that number were higher, but the main thing is it’s not any lower than it was 25 years ago. It’s been pretty steady over time.

However, if you ask people how they think the American economy is doing, the share of people who say “excellent or good” is really low. So, there’s this misconception about how other people are doing, but if you ask people how they’re doing, they aren’t especially worried.

That is a finding in psychological literature that repeats itself time and time again. It’s called the optimism gap. When people are asked to reflect on their own lives, they are invariably much more optimistic than when they are asked about the situation in the country. The explanation for this phenomenon, according to psychologists, is that people are much better judges of what is happening in their own personal lives as opposed to what is happening to the country as a whole. In the latter case, their opinion is also swayed by the media, which is very negative.

There is also this myth that the American worker has not really seen real progress since the 1970s. What would you say to that?

I was born in 1973, so I don’t have a lot of memories in the 1970s, but it was a period of high inflation, worse than we’ve had in the last five years. And for a longer period of time, there was very high unemployment. There was a lot of terrorism and other violence. There were a lot of drug overdoses. Not a great decade, I think, by anybody’s standards.

People often claim that earnings have stagnated since the 1970s, particularly men’s earnings, but the numbers that I’ve published in the last year suggest that since 1973, earnings among men are up by something like 45 percent, and earnings among women are up by around 120 percent. Hourly wages, annual incomes, and family incomes are all either at all-time highs now or have been at some point in the last five years.

Another major part of your work has to do with mobility and opportunity in the United States. We are told that society is fundamentally stagnant: if you are born into unlucky circumstances, then you are stuck there.

So, how would you summarize your research on economic and social mobility in the United States?

There are two main ways that people talk about intergenerational mobility. One is comparing adult kids to their parents. The way to think about that is “if you start in the bottom fifth, are you able to make it to the middle fifth by the time you’re an adult?” That hasn’t gotten worse over time, but you’d be hard-pressed to find people who say it’s gotten better, either.

The other big way that people think about mobility is “Do you make more money at the same age than your parents did?” The conventional wisdom there is based on the work of Raj Chetty and his colleagues, who found that, if you were born in 1940, you had a 90 percent chance of ending up better off than your parents. For kids born in 1980, that had dropped to about a 50 percent chance. So, a big decline over time.

My colleagues and I are investigating that evidence right now. Preliminarily, it looks to us like if you use a better inflation adjustment, and if you take into account the fact that families have become smaller, it looks to us like in the United States, 70 percent of recent waves of adults are better off than their parents were, down from 90 percent.

Now, everything I said about mobility was comparing individual people to their parents. If you’re just asking how well new generations are doing compared to previous generations, the evidence is that Millennials and Gen Z are already better off at the same age than previous generations in terms of earnings and wealth.

However, student debt levels are higher in younger generations because college graduation rates are higher than they used to be. But for most people, that investment is going to pay off down the road. And Homeownership is lower. Now, I think the reason that homeownership is down for recent generations is that marriage rates have plummeted, and single young adults have never had high homeownership rates. There’s been a case of reverse causality there, where people say, “nobody’s getting married because they can’t afford a home,” but it’s never been the case that a majority of young parents have owned a home. They’ve always tended to be renters, and then after some time, they become homeowners.

What did you find out about income inequality in the United States?

Ten years ago, I was writing a ton on this. I was trying to push back on Thomas Piketty and Emmanuel Saez, who were claiming that there was an incredible increase in the share of income that was being captured by the top 1 percent.

There were a number of problems with their analysis. They used pre-tax and pre-transfer incomes, which miss the effect of progressive taxation and the social safety net. There was a problem where a lot of teenagers and young adults who were living with parents with a summer job were classified as low-income Americans. There were also issues with how they treated capital gains. People strategically time when they receive these gains based on tax law and the state of the economy, so you might have 20 years of gains that show up in the data as one year, which, as you can imagine, tends to inflate the incomes at the top. They also only included taxable gains, and the main way that the middle class gets wealth is through homeownership, which didn’t show up in the data.

Eventually, Saez, Piketty, and Zucman improved on the earlier estimates and found smaller increases in inequality over time. So, the consensus now is that inequality has gone up, but by much less than everybody thought around the time of the financial crisis. And when you take into account redistribution through progressive taxation, there hasn’t been much of an increase in inequality since the 1960s.

You’re a mild-mannered scholar and might not want to endorse what I’m about to say, but reporting pre-tax and pre-transfer statistics seems like intellectual deceit. What does it matter what your pre-tax income is if the government ends up taking 40 to 50 percent of it? And what’s the point of talking about Americans at the very bottom of the income ladder not earning anything if they are getting tens of thousands of dollars in transfers?

Yeah, I agree. Folks on the left would point to the Piketty and Saez numbers and say, “Look how bad inequality is, we need more redistribution,” but they weren’t even counting the redistribution we currently do. If you don’t include redistribution, inequality wouldn’t fall even if we leveled incomes.

Even the official poverty statistics that the US government releases don’t include most of the ways that we have tried to reduce poverty over time. It doesn’t count food stamps, Medicaid, housing subsidies, or refundable tax credits, which are the major ways that we’ve tried to reduce poverty over the last 20 years.

That’s extraordinary.

It reminds me of the finding in the Gramm and Boudreaux book, The Triumph of Economic Freedom: Debunking the Seven Great Myths of American Capitalism. They found that once you account for taxes and transfers, the difference between the top quintile and the bottom quintile of American earners decreases from 16 to one to four to one.

One last thing on poverty. We have a relative poverty measure that tends to bump around between 12 percent and 8 percent since the 1960s. But I have seen a couple of papers suggesting that once you measure poverty by consumption, it falls to about 2 to 2.5 percent.

Why would there be such a huge difference between the official poverty rate and the consumption poverty rate? Are people simply not reporting their incomes?

I think a couple of things are going on.

First, you’re absolutely right that people underreport their incomes. If you look at the bottom fifth of families, for instance, people are spending 20 or 30 percent more than the incomes they report. And I’ve talked to folks on the left who say, “Oh, that’s because they’re going into debt.” Bruce Meyer and his colleagues have looked at that, and that doesn’t seem to be the case at all. It’s pretty well known that there’s a lot of underreporting both at the bottom and at the very top, and that underreporting has gotten worse over time.

The second issue is that most of the poverty measures out there, including the official ones, simply don’t count a bunch of sources of income. And they overstate inflation, so the poverty line becomes a more and more difficult threshold to get over. When you measure incomes more comprehensively and when you use a better price index, the income poverty trend tends to look a lot like the consumption poverty trend.

You could argue that poverty lines are ultimately pretty arbitrary. You can set them so that 2 percent of the population is poor, or you can set them so that 10 percent of the population is poor. The important thing is that you hold them constant over time. Rich Burkhauser, Kevin Corinth, and Jeff Larrimore have a paper where they say, All right, let’s take seriously when Lyndon Johnson said in 1963 that 20 percent of the population was in poverty. Let’s measure everything as best we can and see what that implies about poverty today. And it’s 2 percent.

Now, you run into people who say, “How can you believe poverty is at 2 percent? That’s completely unrealistic.” To which I say it’s arbitrary. If you prefer to start today with the official poverty rate of around 10 percent, we can go back to 1963 and see how many people lived under that line. It turns out that was 70 percent.

Good god.

Let me just repeat that for our listeners. If you decided that the poverty rate today in the United States is 10 percent, then, by that standard, 70 percent of Americans were poor in the 1960s?

That’s right.

Michael Green, who I believe is an investor of some kind, posted on his Substack that the real poverty line in the United States today should be $140,000. For reasons that are mysterious to me, The Free Press decided to republish that article on its website, which of course got everybody very excited. And then you stepped in. So, what does he get wrong?

He gets to this number two different ways.

The first thing he did was misinterpret the official poverty line. In the early 1960s, Lyndon Johnson wanted to start the war on poverty, and he wanted to say that a fifth of the population was poor. And there were a number of different researchers who had arrived at a poverty line of around $3,000 at the time. One of those researchers was a woman named Mollie Orshansky, who had gotten there by noting that nationally, Americans at the time spent about a third of their incomes on food. The US Department of Agriculture had this minimally adequate food budget, so she just took that and multiplied it by three, and that got you to a little over $3,000 for a family of four. Eventually, in 1969, they said, let’s just go with Mollie Orshansky’s numbers, except we’re going to adjust them for inflation moving forward. So, we’re not going to get into how much of people’s income they spend on food. We’re not going to change what an adequate diet is. We’re just going to take her line and adjust it for the cost of living over time. And that’s still the official poverty line today.

Green thought he understood how the poverty line was initially developed, and he said, “Okay, let’s look at how much Americans spend on food today.” And it turns out Americans today spend around 5 or 6 percent of their income on food. From there, Green said, “Okay, so let’s not multiply the original food budget by three. Instead, we should be multiplying it by 17. And clearly, if you multiply this number by 17 instead of 3, you get a much higher threshold.

It’s a ludicrous way of calculating poverty. We spend a smaller share of our incomes on food because we are richer, but Green has used that to argue we are poorer. It makes no sense.

The other way that he got to $140,000 was that he took these estimates of how much families of four need to spend on things like food, childcare, health care, housing, transportation, and some other things. He got these from this living wage calculator that someone has created online, which also had a bunch of problems with it. Maybe the biggest one was that he was using Essex County, New Jersey, to represent the United States. Turns out Essex County is one of the four or five richest counties in the country.

The key thing for Americans to understand is that, in general, wages are increasing faster than prices. However, certain parts of our spending, primarily education and healthcare, are becoming more expensive relative to wages.

So let’s finish by talking a little bit about the Baumol effect, which is basically that, even in industries where there is no growth in productivity, we still have to pay people higher wages because of productivity growth in other industries. Basically, nurses and teachers might not be getting much more productive over time, but we still need to pay them more, or we won’t have any nurses or teachers.

However, in the book that I co-wrote with Gale Pooley, Superabundance, we found that plastic surgery prices are dropping like a rock relative to income. So, how much of the inflation in healthcare is thanks to the Baumol effect as opposed to government subsidies? Would the Baumol effect be lessened if we had proper competition?

It’s a great question, and I don’t think there’s been enough research done on it. But clearly, government intervention has been incredibly important.

In every realm except for healthcare, insurance is essentially a tool to pay a little bit in regular amounts to avoid a giant cost that you have a low probability of ever having to pay. That’s why we have car insurance. There’s a small chance that you’re going to get in a big car accident, and rather than risking bankruptcy if that accident happens, you pay into an insurance policy that will take care of it.

In healthcare, largely because of government mandates, it’s not like that at all. Health insurance covers annual checkups, which are completely predictable. By including a bunch of things like that in health insurance coverage, you incentivize people to overconsume health care, which pushes up costs.

The analogy I make is imagine if the government mandated that car insurance had to cover paint jobs. Well, if I’m paying for insurance that includes an annual paint job and I’m not taking advantage of it, then I’m a sucker. Other people are getting these fancy paint jobs with their insurance coverage, so I will too. That’s going to increase the cost of car insurance, and it’s going to increase the cost of paint jobs. That’s what we’re getting in the healthcare sector.

Blog Post | Wealth & Poverty

Dinner With Dickens Was Slim Pickins

Claims that characters in "A Christmas Carol" were better off than modern Americans are pure humbug.

Summary: There have recently been widespread claims that Dickens’s working poor were better off than modern minimum-wage workers. Such comparisons rely on misleading inflation math and selective reading. The severe material deprivation of Victorian life—crowded housing, scarce possessions, and basic sanitation problems—dwarfs today’s standards. Modern Americans, even at the lower end of the income scale, enjoy far greater material comfort than the Cratchits ever did.


Christmas is often a time for nostalgia. We look back on our own childhood holidays. Songs and traditions from the past dominate the culture.

Nostalgia is not without its purposes. But it can also be misleading. Take those who view the material circumstances of Charles Dickens’s “A Christmas Carol” as superior to our own.

Claims that an American today earning the minimum wage is worse off than the working poor of the 19th century have been popular since at least 2021. A recent post with thousands of likes reads:

Time for your annual reminder that, according to A Christmas Carol, Bob Cratchit makes 15 shillings a week. Adjusted for inflation, that’s $530.27/wk, $27,574/yr, or $13.50/ hr. Most Americans on minimum wage earn less than a Dickensian allegory for destitution.

This is humbug.

Consider how harsh living conditions were for a Victorian earning 15 shillings a week.

Dickens writes that Mr. Cratchit lives with his wife and six children in a four-room house. It is rare for modern residents of developed nations to crowd eight people into four rooms.

It was common in the Victorian era. According to Britain’s National Archives, a typical home had no more than four rooms. Worse yet, it lacked running water and a toilet. Entire streets (or more) would share a few toilets and a pump with water that was often polluted.

The Cratchit household has few possessions. Their glassware consists of merely “two tumblers, and a custard-cup without a handle.” For Christmas dinner, Mr. Cratchit wears “threadbare clothes” while his wife is “dressed out but poorly in a twice-turned gown.”

People used to turn clothing inside-out and alter the stitching to extend its lifespan. The practice predated the Victorian era, but continued into it. Eventually, clothes would become “napless, threadbare and tattered,” as the historian Emily Cockayne noted.

The Cratchits didn’t out-earn a modern American earning the minimum wage. Mr. Cratchit’s weekly salary of 15 shillings in 1843, the year “A Christmas Carol” was published, is equivalent to almost £122 in 2025. Converted to U.S. dollars, that’s about $160 a week, for an annual salary of $8,320.

The U.S. federal minimum wage is $7.25 per hour or $15,080 per year for a full-time worker. That’s about half of what the meme claims Mr. Cratchit earned. Only 1% of U.S. workers earned the federal minimum wage or less last year. Most states set a higher minimum wage. The average worker earns considerably more. Clerks like Mr. Cratchit now earn an average annual salary of $49,210.

Mr. Cratchit couldn’t have purchased much of the modern “basket of goods” used in inflation calculations. Many of the basket’s items weren’t available in 1843. The U.K.’s Office of National Statistics recently added virtual reality headsets to it.

Another way to compare the relative situation of Mr. Cratchit and a minimum-wage worker today is to see how long it would take each of them to earn enough to buy something comparable. A BBC article notes that, according to an 1844 theatrical adaptation of “A Christmas Carol,” it would have taken Mr. Cratchit a week’s wages to purchase the trappings of a Christmas feast: “seven shillings for the goose, five for the pudding, and three for the onions, sage and oranges.” Mr. Cratchit opts for a goose for the family’s Christmas meal. A turkey—then a costlier option—was too expensive.

The American Farm Bureau Federation found that the ingredients for a turkey-centered holiday meal serving 10 people cost $55.18 in 2025. At the federal minimum wage, someone would need to work seven hours and 37 minutes to afford that feast.

A minimum-wage worker could earn more than enough in a single workday to purchase a meal far more lavish than the modest Christmas dinner that cost Mr. Cratchit an entire week’s pay. And the amount of time a person needs to work to afford a holiday meal has fallen dramatically for the average blue-collar worker in recent years despite inflation. Wages have grown faster than food prices.

There has been substantial progress in living conditions since the 1840s. We’re much better off than the Cratchits were. In fact, most people today enjoy far greater material comfort than did even Dickens’s rich miser Ebenezer Scrooge.

This article was originally published in the Wall Street Journal on 12/23/2025.

Bloomberg | Poverty Rates

Ghana’s Poverty Eases as Nutrition and Education Improve

“Ghana said it had made progress in curbing poverty amid an improvement in households’ conditions of nutrition and education, although inequality remained a persistent problem.

A multidimensional poverty index for the West African nation declined to 21.9% at the end of the third quarter of last year from 24.9% in the final quarter of 2024, Ghana Statistical Service said in a report on Wednesday…

The measure tracks worsening states of living, employment, health and education using 13 indicators.”

From Bloomberg.

Mexico News Daily | Poverty Rates

Middle Class Mexicans Now Outnumber Those in Poverty

“The Mexican government on Friday said that for the first time in history, more Mexicans are categorized as middle class than as living in poverty.

Jesús Ramírez, director of President Claudia Sheinbaum’s Council of Advisers, also said that based on World Bank data the Mexican middle class grew by more than 12 percentage points between 2018 and 2024.

‘These figures coincide with [our own] data indicating a reduction in poverty,’ Ramírez said, referencing the August national statistics agency [INEGI] report that poverty was reduced from 41.9% of the population in 2018 to 29.6% by last year.

The August INEGI report found that the number of Mexicans living in poverty declined from 51.9 million in 2018 to 38.5 million in 2024.”

From Mexico News Daily.

Iraqi News | Poverty Rates

Iraq Ministry Reports Sharp Decline in Poverty Rates

“The Ministry Of Planning has clarified how Iraqi households are officially classified as poor, while confirming a noticeable decline in poverty levels across the country.

According to Abdul Zahra Al-Hindawi, spokesperson for the Ministry Of Planning, the poverty line in Iraq is calculated based on monthly income. The official threshold for an individual is set at 137,000 Iraqi dinars per month. Anyone earning above this amount is not considered poor under the ministry’s criteria.

At the household level, the calculation depends on family size. Al-Hindawi explained that for a family of five, the poverty line is approximately 700,000 Iraqi dinars per month. Families earning less than this amount are classified as poor, while those above it are considered outside the poverty category. The assessment takes into account essential living requirements such as food, healthcare, education, and other basic needs.

The ministry also highlighted the impact of Iraq’s poverty reduction strategy, implemented over the past three years. Official figures show that poverty rates have declined from 23 percent to 17.5 percent nationwide.”

From Iraqi News.