Why Inflation Erupted: Two Top Economists Have the Answer
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Why Inflation Erupted: Two Top Economists Have the Answer

Former Fed chair, IMF chief economist say it wasn’t pandemic or stimulus; it was the pandemic, then the stimulus

By GREG IP
Wed, May 24, 2023 9:02amGrey Clock 4 min

For two years debate has raged over what caused the highest inflation since the 1980s: government stimulus or pandemic-related disruptions.

Now two of the country’s top economists have an answer: It’s both. Pandemic-related supply shocks explain why inflation shot up in 2021. An economy overheated by fiscal stimulus and low interest rates explain why it has stayed high ever since. The conclusion: For inflation to fade, the economy has to cool off, which means a weaker labour market.

The study, released Tuesday, is by Ben Bernanke, former chair of the Federal Reserve, and Olivier Blanchard, former chief economist of the International Monetary Fund. Bernanke is now at the Brookings Institution and Blanchard is at the Peterson Institute for International Economics. The two are among the world’s most cited academic economists.

When Congress passed President Biden’s $1.9 trillion American Rescue Plan in early 2021, which included checks to households, enhanced jobless benefits and aid to state and local governments, inflation was around 2% and unemployment, though coming down, still above 6%.

At the time many forecasters thought the stimulus could push demand above the economy’s potential to supply goods and services and unemployment below its long-run natural rate of around 4%. Yet few thought this would meaningfully raise inflation. In previous decades unemployment had remained similarly low without raising price pressures.

A few disagreed, notably former Treasury Secretary Lawrence Summers and Blanchard. Both warned the stimulus was so large it would push the economy dangerously into overheating territory.

Not the inflation critics expected

Inflation did shoot up, hitting 7% that December, 5.5% excluding food and energy. “The critics’ forecasts of higher inflation would prove to be correct—indeed, even too optimistic—but, in substantial part, the sources of the inflation would prove to be different from those they warned about,” Blanchard, one of those critics, and Bernanke write in their study.

To tease out the sources of inflation, Bernanke and Blanchard build a relatively conventional model in which inflation is a function of, among other things, the gap between the supply and demand for labor, the public’s expectations of inflation, and commodity prices. They include a variable for supply-chain disruptions derived from Google searches for “shortage.”

Usually economists judge labor market tightness from how far unemployment is above or below its natural rate. But this time the labor market heated up before unemployment got that low. So instead, Bernanke and Blanchard use the ratio of job vacancies to unemployed workers. Finally, their model lets all these factors interact, with varying lags.

If stimulus had overheated the economy, it should have shown up in the labor market, i.e., an unusually high ratio of vacancies to unemployed. In fact, labor market conditions put downward pressure on inflation through the third quarter of 2021, the authors concluded. Instead, the inflation that year was driven almost entirely by shortages and energy prices. (To be sure, many shortages reflected restricted supply interacting with demand boosted by stimulus.)

Demand shifted abruptly from services to goods in the early months of the pandemic. The overall effect should have been a wash as prices rose for goods and fell for services. It wasn’t, because goods producers faced supply constraints, which caused costs and prices to spike, while costs to service producers didn’t decline much. “These sectoral mismatches between demand and supply proved more intractable and longer-lasting than many had expected,” the authors note.

The legacy of stimulus

These pandemic disruptions did eventually subside. Why didn’t inflation then fall? The reason, the authors conclude, is that by this point demand was so strong, reflecting the legacy of low interest rates and fiscal largess, the labor market was significantly overheated with the ratio of vacancies to unemployed up dramatically. Moreover, the initial surge of inflation had an echo: It lifted workers’ expectations of short-term inflation, which then partly found its way into their wages.

If anything, the study might understate the effect of pandemic disruptions. The labor market didn’t just overheat because of excess demand, but reduced supply, as well. The rising ratio of vacancies to unemployed, which the model equates with a tighter labor market, reflects employers struggling to fill vacancies. The authors note much of that struggle was because of the pandemic: Firms that had laid off employees had to find new ones, while some workers left the labor force because of family obligations, illness or work-life balance priorities.

This decline in supply-side potential hasn’t gotten much attention in the inflation debate, but its role could be significant. John Williams, president of the Federal Reserve Bank of New York, last week estimated that potential was 4.2% lower at the end of 2022 than its pre pandemic trend.

That stimulus wasn’t the inflation culprit it is often made out to be doesn’t entirely absolve the Fed and Biden. Arguably, they should have anticipated supply disruptions would amplify the risks of stoking demand. In 2020 the Fed introduced a new framework and guidance under which interest rates would stay near zero until maximum employment was restored, even if inflation topped its 2% target. That “contributed to delayed action and the inflation overshoot,” former Fed Vice Chair Donald Kohn and Brown University economist Gauti B. Eggertsson say in another paper to be presented Tuesday.

Bernanke and Blanchard conclude that because inflation today reflects a too-hot labor market, the solution is to cool it off. To bring inflation back to the Fed’s target, they estimate unemployment would have to rise above 4.3% from its current 3.4% assuming vacancies remain difficult to fill. But, they say, inflation could drop without a significant increase in unemployment if the ease of hiring returns to pre pandemic norms. The good news: There are tentative signs that is happening.



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Can the Beckhams’ Brand Survive Their Family Feud?

In a series of social-media posts, the eldest child of David and Victoria Beckham threw stones at the image of a ‘perfect family’.

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Thu, Jan 22, 2026 3 min

David Beckham was at the World Economic Forum in Davos, Switzerland, on Tuesday with Bank of America chief executive Brian Moynihan to promote their new partnership. But all anyone wanted to talk about was his son.

After the obligatory questions about business and the World Cup, a host on CNBC’s “Squawk Box” lobbed Beckham an out-of-left-field query about how young people can preserve their mental health in the age of social media.

“Children are allowed to make mistakes,” Beckham, 50, said. “That’s how they learn. So, that’s what I try to teach my kids, but you have to sometimes let them make those mistakes as well.”

Just a day earlier, his 26-year-old son Brooklyn Beckham had posted a series of accusations about his soccer-famous father and pop-star-turned-fashion-designer mother, Victoria Beckham.

He said that his parents had controlled him for years, lied about him to the press and sought to damage his relationship with his wife, Nicola Peltz Beckham. Their goal, he said, was to affect the image of a “perfect family.”

“My family values public promotion and endorsements above all else,” he wrote on Instagram. “Brand Beckham comes first.”

That brand has been burnished over decades of professional triumphs, tabloid scandals and slick dealmaking.

Recently, both David and Victoria Beckham put their legacies on-screen in docuseries that cast them as hardworking entrepreneurs and devoted parents. Their image appeared stronger than ever. Now their firstborn child is throwing stones.

Representatives for David Beckham, Victoria Beckham and Brooklyn Beckham did not respond to requests for comment. A representative for Nicola Peltz Beckham declined to comment.

In the U.K., the Beckhams are as close as you can get to royalty without sharing Windsor DNA. David is perhaps the most famous English player in soccer history, while Victoria parlayed her Spice Girls fame into a career as a respected fashion designer.

Their partnership was forged in the cauldron of 1990s celebrity gossip, with their every move—in their careers, their bumpy personal lives and their adventurous senses of personal style—subject to tabloid scrutiny.

“They were Taylor Swift and Travis Kelce before Taylor Swift and Travis Kelce,” said Elaine Lui, founder of the website Lainey Gossip.

Over time, the couple became savvy managers of their own brand, a sprawling modern empire including a professional soccer team, fashion and beauty lines, investment deals and commercial partnerships.

In recent years they each released a Netflix docuseries—“Beckham” in 2023, “Victoria Beckham” in 2025—featuring scenes from their private family life. (Brooklyn and Nicola appeared in David’s series, but not Victoria’s.)

“The way they’ve performed their celebrity has been togetherness,” Lui said: Appearing and engaging with the world as a happily married couple, in both relative calm and amid scandal. And as their family grew, their four children became smiling ambassadors for Brand Beckham, too.

Until Monday night. In a series of Instagram Story posts, Brooklyn accused his parents of “trying endlessly to ruin” his marriage to Nicola, an actress and model, and the daughter of billionaire investor Nelson Peltz . Brooklyn declared, “I do not want to reconcile with my family.”

Where Victoria and David seemed to see press scrutiny as part of the job, Brooklyn and Nicola are operating in a manner more typical of their own generation. Brooklyn’s posts call to mind the “no contact” boundaries some children have enforced with their parents in recent years to much pop-psych chatter.

Andrew Friedman, managing director of crisis communications at Orchestra, said he’d advised many clients through family drama. “Going public,” he said, should be a “last resort.”

He’s also warned clients that using social media to air grievances opens a can of worms. “Nuance is not welcome in social-media feeding frenzies,” Friedman said. “Sensational and unusual details will overshadow the central issue.”

Brooklyn, the eldest of the Beckhams’ four children, has built a following in his parents’ image, though without the benefit (or burden) of a steady career.

He’s worked as a model, photographer, cooking-show host and most recently founded a hot-sauce brand. Brooklyn and Nicola went public with their relationship in 2020 and married in a lavish 2022 ceremony at her family estate in Palm Beach, Fla.

Rumors of a family feud flared almost immediately after the wedding, including whispers about the fact that Nicola didn’t wear a dress made by her fashion-designer mother-in-law.

Brooklyn on Monday recounted further grievances related to a mother-son dance and the seating chart. In the months and years that followed, celebrity journalists and fans closely tracked both generations of the family, looking for cracks in the relationship.

But official dispatches from Beckham World suggested that things were just fine. In a scene from the final episode of David’s Netflix series, the Beckham family, including Brooklyn and Nicola, joke around on a visit to their country home. It’s a picture of familial bliss.

“We’ve tried to give our children the most normal upbringing as possible. But you’ve got a dad that was England captain and a mom that was Posh Spice,” David says in voice-over.

“And they could be little s—s. And they’re not. And that’s why I say I’m so proud of my children, and I’m so in awe of my children, the way they’ve turned out.”

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