There is a chart that subtly undermines nearly everything politicians say about the US economy. It isn’t particularly striking, colorful, or dramatic. It tracks employee productivity over time. And if you examine it closely enough, an unsettling fact emerges: the way the US talks about economic success has very little to do with what the majority of Americans actually go through.
The chart is truthful. GDP growth is genuine. The employment figures are accurate. However, they depict a machine that performs admirably for certain individuals while stalling poorly for others. It’s difficult to ignore how infrequently that distinction appears in the headline as you watch this develop over the past few years.
| Category | Details |
|---|---|
| Topic | How America Measures Economic Success |
| Key Metric Criticized | Gross Domestic Product (GDP) |
| Alternative Indicators | Worker Productivity, Consumer Sentiment, Median Wage Growth |
| Key Economic Concept | K-Shaped Recovery |
| Reference Framework | Branko Milanovic’s Elephant Chart (World Bank, 1988–2008) |
| Key Institution | Federal Reserve Bank of Dallas — Wealth & Spending Distribution Data |
| Current GDP Growth Tracker | 5.4% annualized Q4 rate (Atlanta Fed GDP Now) |
| Consumer Sentiment Status | Lowest since 2014 (Conference Board, January survey) |
| Productivity Trend | Post-2008 slump; brief boom mid-1990s to mid-2000s |
| Historical Reference | Lehman Brothers 1999 forecast — optimism preceding collapse |
| Key Economist Quoted | Bernard Yaros, Lead US Economist, Oxford Economics |
| Related Political Claim | Trump’s “500th Day” tweet — “Best Economy & Jobs EVER” |
Let’s start with productivity. The years roughly from 1995 to 2005 were truly remarkable. Even cautious economists had to use superlatives to describe the rate of increase in output per worker. Before everything else, in December 1999, Lehman Brothers released projections that, in retrospect, seemed almost unreal. At the time, the ideas of improved systems, new technology, and a more productive workforce made sense.
Growth seemed to be structural. Even permanent. When the financial crisis struck, productivity growth plummeted and hasn’t fully recovered since. Not entirely. Not in a way that alters the lives of regular workers. GDP, the headline figure, continued to rise in the meantime. Politicians continued to bring it up.
Perhaps GDP was never the best way to measure a country’s well-being. Spending, output, and activity are all measured. It doesn’t make a distinction between a factory worker who finally replaces a broken refrigerator and a hedge fund manager who purchases a second beach house. Both are registered as consumers.
Both are relevant. This seems to have always been a subtle weakness in America’s economic reporting, and the pandemic years made it impossible to overlook.
According to the Conference Board, consumer sentiment dropped to its lowest level since 2014 in January. Simultaneously, the Atlanta Fed’s GDP Now tracker predicted 5.4 percent annualized growth in the fourth quarter, the fastest rate since the post-pandemic recovery. Two figures. One nation. Stories that are utterly contradictory.
In short, since COVID, consumer sentiment has become “unusually divorced” from the macroeconomy, according to Bernard Yaros of Oxford Economics. Divorced is a word that does a lot of work. It implies a fundamental separation rather than a tiny gap. And when you look at Federal Reserve Bank of Dallas spending data, the explanation becomes clear.
Compared to a few decades ago, the share of wealth, household income, and spending held by top earners has increased. Lower earners were most affected by inflation, which was well over two percent for over four years in a row. Their pay fell behind. Their bills for groceries did.
This is what economists refer to as the “K-shaped economy,” which gets its name from the graph’s shape when high earners and average wage workers are plotted on the same line moving forward. Return on capital, stocks, and asset values all show an upward trend. The other arm descends. There is no decreasing gap between the two.
It has a nearly direct connection to the Elephant Chart, a visualization created by former World Bank economist Branko Milanovic that has become one of the most contentious graphs in economics over the last ten years.
The graph, which plots income growth across global percentiles from 1988 to 2008, displays a decline close to the 80th percentile, which many people mistakenly believe to be the working class in America. It was widely believed that globalization had lifted the poor world while hollowing out the middle of wealthy nations. captivating. tidy. Mostly incorrect, too.
Subsequent research, including meticulous work by the Resolution Foundation, revealed that the decline was primarily caused by Japan’s demographic stagnation and the post-1991 economic collapse of the former Soviet states. When those nations are eliminated, the dip practically vanishes. During that time, the majority of people in developed economies saw significant increases in their income.
When the elephant’s mistakenly identified hump is removed, it nearly disappears. However, the story had already gained traction. Globalization turned into the antagonist. Even now, it continues to play that part in political speeches.
The truth is more complicated. More than trade policy, automation changed the manufacturing industry. Global demand shifts toward software, flat screens, and digital services killed businesses that didn’t adapt while rewarding those that did. Over decades, changes in taxes and regulations changed who benefited from growth. All of that is difficult to include in a tweet about record stock prices.
There’s a perception that the chart that most Americans live with—the one that shows their savings, rent, and what their paycheck can buy—is never the one that’s being discussed at the podium. GDP increases. Productivity doesn’t change. Customer sentiment declines. And somewhere in that triangle, the nation’s true economic narrative continues to be obscured.
