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Robert reich's CEO pay chart is wrong. Here's the real math

In a landscape saturated with narratives about wealth extraction, this piece from Reason delivers a sharp, data-driven rebuttal to one of the most popular charts in modern economic discourse. It challenges the prevailing story that CEOs are systematically stealing worker value by dissecting the very numbers used to prove it. For listeners tired of soundbites and eager for mathematical rigor, this is a necessary correction to a distorted view of American capitalism.

The Flawed Comparison

The article begins by dismantling Robert Reich's central visual: a chart claiming the typical CEO earns $431.80 per hour compared to a worker's $36.49. Reason reports that this figure is not a salary but "compensation realized in 2024," heavily skewed by stock options cashing out after years of market growth. The piece argues that relying on data from the Economic Policy Institute (EPI) creates a false equivalence, noting that Reich has essentially "cherry-picked the wealthiest and most successful faces in the crowd" while ignoring the thousands of CEOs at smaller firms.

Robert reich's CEO pay chart is wrong. Here's the real math

This framing is critical because it shifts the debate from moral outrage to statistical methodology. By pointing out that median CEO pay at ordinary companies hovers around $200,000—a figure growing at a pace similar to other professionals—the article suggests the "rigged" narrative relies on an outlier sample. Critics might note that focusing solely on the median ignores the concentration of wealth at the very top, which is often where policy debates are most heated. However, the piece's insistence on broadening the lens reveals how easily data can be manipulated to fit a preconceived story.

"This is like measuring what the highest-paid actors earn, setting aside all the struggling performers waiting tables, and claiming that acting is the world's most lucrative profession."

Scale vs. Greed

Moving beyond simple averages, the commentary tackles why executive pay has exploded at the largest corporations. The piece cites economists Xavier Gabaix and Augustin Landier to argue that CEO compensation scales with firm size, a dynamic driven by the sheer magnitude of modern markets rather than individual greed. Reason notes that "Nvidia's market cap alone is more than two and a half times the entire S&P 500's market cap when it was created in 1957," illustrating how the economic value managed today dwarfs that of previous decades.

The argument here is compelling because it reframes high pay as a function of globalization and technology rather than theft. The piece draws a vivid parallel: "Comparing CEO pay at the largest firms in 1968 vs. what they make today is like equating the director of a late-night commercial for a personal injury law firm to the director of a Hollywood blockbuster." This analogy effectively dismantles the idea that pay ratios are static or inherently unfair without accounting for the exponential growth in corporate scale.

The Broken Data Series

The most technical, yet vital, section of the piece attacks the "productivity-pay gap" chart, another staple of inequality arguments. Reason exposes that this data relies on a Bureau of Labor Statistics (BLS) series tracking only "nonsupervisory workers," a category the BLS itself has admitted is flawed. The article reports that in 2005, the agency repudiated its own measure as having "limited value" because the distinction between supervisory and nonsupervisory roles was no longer meaningful to employers filling out surveys.

Furthermore, the piece highlights a critical omission: this data series excludes bonuses, profit sharing, and stock grants. By ignoring these components, which have become increasingly significant for American workers, the chart paints an incomplete picture of total compensation. The commentary suggests that when using the BLS's preferred "all-employee" series, the divergence between pay and productivity largely disappears.

"The poor data quality renders this chart essentially worthless... Reich is counting that 5 percent difference as stolen from workers, but in fact, it disappeared."

The Buyback Misunderstanding

Finally, the article addresses the claim that stock buybacks are a mechanism for CEOs to siphon profits at the expense of workers. Reason calls this an "elementary accounting error," explaining that buybacks and dividends are economically equivalent ways of returning value to shareholders. The piece argues that viewing buybacks as theft misunderstands the fundamental deal between investors and corporations: without the promise of returns, capital would not flow into businesses in the first place.

The commentary also corrects a historical misconception, noting that buybacks were never illegal stock manipulation until the SEC clarified the rules in 1982. It emphasizes that boards of directors, not CEOs acting alone, decide on these strategies and often adjust incentive targets to neutralize any artificial inflation of share prices. This nuance is essential for understanding corporate governance, moving the conversation away from villainizing a specific financial tool.

"They're not 'siphoning' money. They're paying out profits to their owners... That's the deal. And without it, nobody would invest in the first place."

Bottom Line

The strongest part of this argument is its relentless focus on data integrity, exposing how selective sampling and outdated metrics fuel a narrative that doesn't hold up under scrutiny. Its biggest vulnerability lies in potentially downplaying the systemic incentives that encourage excessive risk-taking at the top, even if the math on pay ratios is corrected. Readers should watch for future policy debates to see if this level of statistical precision gains traction or if the more emotionally resonant, albeit flawed, charts continue to dominate the conversation.

Deep Dives

Explore these related deep dives:

  • Executive compensation

    The article explicitly cites the Gabaix-Landier paper to argue that CEO pay scales mathematically with corporate market capitalization rather than exploitation, making this specific economic theory essential for understanding the author's rebuttal.

  • Executive compensation in the United States

    While Reich focuses on the top 350 firms, this article details the distinction between realized gains from stock options and base salaries across the broader market of public and private companies, clarifying the 'cherry-picking' critique.

  • Economic Policy Institute

    The author identifies the EPI as the source of Reich's disputed data; understanding this think tank's specific methodology for calculating CEO pay ratios explains why their figures differ drastically from Bureau of Labor Statistics medians.

Sources

Robert reich's CEO pay chart is wrong. Here's the real math

by Various · Reason · Read full article

Robert Reich, an emeritus professor at the University of California, Berkeley, and a former U.S. labor secretary, makes popular economics videos arguing that the U.S. economy is rigged against workers.

One of his recent pieces caught my eye because it makes heavy use of numbers and charts. The video is a great example of how to misuse economic data to support a preconceived narrative—in this case, a fairy-tale account of evil CEOs stealing wealth from their employees.

At the outset of the video, Reich presents a chart showing that in 2024 the "typical worker" earned $36.49 per hour, while CEOs made—"ready for this?" Reich asks viewers—$431.80!

There are lots of problems with this chart, starting with the fact that it's labeled "CEO Salaries," but that's not what the $431.80 figure represents. Though he rarely sources his work, Reich's chart matches data from a report by the Economic Policy Institute (EPI), which measures what the leaders of the largest 350 public corporations in America earn, not all CEOs.

There are about 4,000 publicly traded corporations headquartered in the U.S., and even more privately held companies. They all have CEOs. Reich has cherry-picked the wealthiest and most successful faces in the crowd. This is like measuring what the highest-paid actors earn, setting aside all the struggling performers waiting tables, and claiming that acting is the world's most lucrative profession.

If you broaden the lens to include CEOs at ordinary-sized companies, Bureau of Labor Statistics (BLS) data show their pay looks a lot like that of other professionals: Median CEOs make about $200,000 a year, and their pay is growing at about the same pace as everyone else's.

Another problem is that the $431.80 is compensation realized in 2024. Most of it came from stock options granted for performance in previous years. In the prior five years, stock prices had roughly doubled, allowing CEOs to cash in compensation from past years. It's a lot of money, but perhaps not out of proportion to five years of service steering the world's largest and most successful businesses through the pandemic and doubling shareholder wealth. And only the CEOs who survived the turmoil and delivered the doublings were around to collect it. In a down year for the stock market, you might see compensation drop by 80 percent.

The CEOs of the largest American companies have seen their compensation grow at an extraordinary pace, but that's

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