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The K-shaped economy means inflation hurts at the bottom and swells the assets at the top

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From corporate executives to Wall Street analysts to Federal Reserve officials, references to the “K-shaped economy” are rapidly proliferating.

So what does it mean? Simply put, the upper part of the K refers to higher-income Americans seeing their incomes and wealth rise while the bottom part points to lower-income households struggling with weaker income gains and steep prices.

A big reason the term is popping up so often is that it helps explain an unusually muddy and convoluted period for the U.S. economy. Growth appears solid, yet hiring is sluggish and the unemployment rate has ticked up. Overall consumer spending is still rising, but Americans are less confident. AI-related data center construction is soaring while factories are laying off workers and home sales are weak. And the stock market still hovers near record highs even as wage growth is slowing.

It also captures ongoing concerns around affordability, which is much more of a concern for middle and lower-income households. Persistent inflation has received renewed political attention after voter anger over costly rents, groceries, and imported goods helped Democrats win several high-profile elections last month.

“Those at the bottom are living with the cumulative impacts of price inflation,” said Peter Atwater, an economics professor at William & Mary in Virginia. “At the same time, those at the top are benefiting from the cumulative impact of asset inflation.”

Here are some things to know about the K-shaped economy:

Not an L, U or V

Atwater actually popularized the label “K-shaped economy” during the pandemic after seeing it crop up on social media. Other economists were discussing different letters to describe how the COVID recession in 2020 could play out: Would it be a V-shaped recovery, meaning a sharp decline and then rapid bounce-back? Or would it be U-shaped, meaning a more gradual rebound? Or, worse, L-shaped: A recession followed by extended stagnation.

“There was sort of this land-grab for letters,” Atwater said. “To me the letter that made the most sense was K.”

Back then, it captured the differing fortunes between white-collar professionals still employed and working at home while stock prices rose, even as massive layoffs at factories, restaurants, and entertainment venues pushed unemployment to nearly 15%.

Inequality persists

Inequality was somewhat reversed in the aftermath of the pandemic, when businesses offered large raises for blue collar workers as the economy reopened and demand surged. Many companies — restaurants, hotels, entertainment venues — were caught short-staffed and sought to rapidly increase hiring. Lower-income workers saw larger pay gains than higher-paid ones.

In 2023 and 2024, inflation-adjusted wages for the bottom quarter of workers rose at a yearly rate of 3.9%, outpacing the 3.1% gains for the top quarter, according to research by the Federal Reserve Bank of Minneapolis.

“We had that kind of two-year period where the bottom was catching up and that talk of the K-shape went away,” Dario Perkins, an economist at TSLombard, said. “And since then, the economy’s cooled down again,” he added, bringing back K-shape references.

This year, however, inflation-adjusted wage growth has weakened as hiring has fallen, with the drop more pronounced for lower-income Americans. Their wage growth has plunged to an annual rate of just 1.5%, the Minneapolis Fed found, below that of the highest earning quarter of workers at 2.4%.

Slower income growth has left many lower-income workers less able to spend. Based on data from its credit card and debit card customers, Bank of America found that spending among higher-income households rose 2.7% in October compared with a year ago, while lower-income groups lagged at just 0.7%.

And a Federal Reserve Bank of Boston study in August found that consumer spending in recent years has been driven by richer households, while lower- and middle-income Americans have piled up more credit card debt even as they’ve spent less.

Businesses take note

Corporate executives are paying attention and in some cases explicitly adjusting their businesses to account for it. They are seeking ways to sell more high-priced items to the wealthy while also reducing package sizes and taking other steps to target struggling consumers.

Henrique Braun, chief operating officer at Coca-Cola, for example, said in late October that the company is pursuing both “affordability” and “premiumization.” It is generating more of its earnings from higher-end products such as its Smartwater and Fairlife filtered milk brands, while at the same time introducing mini cans for those looking to spend less.

“We continue to see divergency in spending between the income groups,” Braun said in a conference call with analysts last month. “The pressure on middle and low-end income consumers is still there.”

Sales of first- and business-class tickets have been fueling revenue and profit for Delta Air Lines, its CEO Ed Bastian said in October, while lower-end consumers have been “clearly struggling.”

And Best Buy CEO Corie Barry on Tuesday said that the top 40% of all U.S. consumers are driving two-thirds of all consumption.

The remaining 60% are focused on getting the best deals and are more dependent on a healthy job market, she said.

“One of the things we’re watching closely is how does employment continue to evolve for particularly that cohort of people who are living more paycheck to paycheck,” she added.

AI plays a role

The massive investment in data centers and computing power has also contributed to the K-shaped economy, by lifting share prices for the so-called “Magnificent 7” companies competing to build out AI Infrastructure. Yet so far it’s not creating many jobs or lifting incomes for those who don’t own stocks.

“What we see at the very top is an economy that is sort of self-contained … between AI, the stock market, the experiences of the wealthy,” Atwater said. “And it’s largely contained. It doesn’t flow through to the bottom.”

Driven by big gains for companies like Google, Amazon, Nvidia, and Microsoft, the stock market has risen nearly 15% this year. But the wealthiest 10% of Americans own roughly 87% of the stock market, according to Federal Reserve data. The poorest 50% own just 1.1%.

K-shape comes with concerns

Many economists worry that an economy propelled mostly by the wealthiest isn’t sustainable. Perkins notes that should layoffs worsen and unemployment rise, middle- and lower-income Americans could pull back sharply on spending. Revenue for companies like Apple and Amazon would fall. Advertising revenue, which is fueling companies such as Google and Facebook parent Meta, typically plunges in downturns.

Such a cycle could even force the “Mag 7” to pull back on their AI investments and send the economy into recession, he said.

“Then you’re talking about the bottom of the K essentially pulling down the top,” he added.

Perkins, however, sees a different path as more likely: Many U.S. households will receive larger tax refunds early next year under the Trump administration’s budget law. And Trump will likely appoint a new Federal Reserve chair by next May who will be more inclined to cut interest rates. Lower borrowing costs could accelerate growth and wages, though it could also worsen inflation.

___

AP Retail Writer Anne D’Innocenzio in New York contributed to this report.



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Gates Foundation, OpenAI unveil $50 million ‘Horizon1000’ initiative to boost healthcare in Africa through AI

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In a major effort to close the global health equity gap, the Gates Foundation and OpenAI are partnering on “Horizon1000,” a collaborative initiative designed to integrate artificial intelligence into healthcare systems across Sub-Saharan Africa. Backed by a joint $50 million commitment in funding, technology, and technical support, the partnership aims to equip 1,000 primary healthcare clinics with AI tools by 2028, Bill Gates announced in a statement on his Gates Notes, where he detailed how he sees AI playing out as a “gamechanger” for expanding access to quality care.

The initiative will begin operations in Rwanda, working directly with African leaders to pioneer the deployment of AI in health settings. With a core principle of the Foundation being to ensure that people in developing regions do not have to wait decades for new technologies to reach them, the goal in this partnership is to reach 1,000 primary health care clinics and their surrounding communities by 2028.

“A few years ago, I wrote that the rise of artificial intelligence would mark a technological revolution as far-reaching for humanity as microprocessors, PCs, mobile phones, and the Internet,” Gates wrote. “Everything I’ve seen since then confirms my view that we are on the cusp of a breathtaking global transformation.”

Addressing a Critical Workforce Shortage

The impetus for Horizon1000, Gates said, is a desperate and persistent shortage of healthcare workers in poorer regions, a bottleneck that threatens to stall 25 years of progress in global health. While child mortality has been halved and diseases like polio and HIV are under better control, the lack of personnel remains a critical vulnerability.

Sub-Saharan Africa currently faces a shortfall of nearly 6 million healthcare workers, ” a gap so large that even the most aggressive hiring and training efforts can’t close it in the foreseeable future.” This deficit creates an untenable situation where overwhelmed staff must triage high volumes of patients without sufficient administrative support or modern clinical guidance. The consequences are severe: the World Health Organization (WHO) estimates that low-quality care is a contributing factor in 6 million to 8 million deaths annually in low- and middle-income countries.

Rwanda, the first beneficiary of the Horizon1000 initiative, illustrates the scale of the challenge. The nation currently has only one healthcare worker per 1,000 people, significantly below the WHO recommendation of four per 1,000. Gates noted that at the current pace of hiring and training, it would take 180 years to close that gap. “As part of the Horizon1000 initiative, we aim to accelerate the adoption of AI tools across primary care clinics, within communities, and in people’s homes,” Gates wrote. “These AI tools will support health workers, not replace them.”

AI as the ‘Third Major Discovery

Gates noted comments from Rwanda’s Minister of Health Dr. Sabin Nsanzimana, who recently announced the launch of an AI-powered Health Intelligence Center in Kigali. Nsanzimana described AI as the third major discovery to transform medicine, following vaccines and antibiotics, Gates noted, saying that he agrees with this view. “If you live in a wealthier country and have seen a doctor recently, you may have already seen how AI is making life easier for health care workers,” Gates wrote. “Instead of taking notes constantly, they can now spend more time talking directly to you about your health, while AI transcribes and summarizes the visit.”

In countries with severe infrastructure limitations, he wrote, these capabilities will foster systems that help solve “generational challenges” that were previously unaddressable.

As the initiative rolls out over the next few years, the Gates Foundation plans to collaborate closely with innovators and governments in Sub-Saharan Africa. Gates wrote that he himself plans to visit the region soon to see these AI solutions in action, maintaining a focus on how technology can meet the most urgent needs of billions in low- and middle-income countries.



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On Netflix’s earnings call, co-CEOs can’t quell fears about the Warner Bros. bid

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When it comes to creating irresistible storylines, Netflix, the home of Stranger Things and The Crown, is second to none. And as the streaming video giant delivered its quarterly earnings report on Tuesday, executives were in top storytelling form, pitching what they promise will be a smash hit: the acquisition of Warner Brothers Discovery.

The company’s co-CEOs, Ted Sarandos and Greg Peters, said the deal, which values Warner Brothers Discovery at $83 billion, will accelerate its own core streaming business while helping it expand into TV and the theatrical film business. 

“This is an exciting time in the business. Lots of innovation, lots of competition,” Sarandos enthused on Tuesday’s earnings conference call. Netflix has a history of successful transformation and of pivoting opportunistically, he reminded the audience: Once upon a time, its main business entailed mailing DVDs in red envelopes to customers’ homes. 

Despite Sarandos’ confident delivery, however, the pitch didn’t land with investors. The company’s stock, which was already down 15% since Netflix announced the deal in early December, sank another 4.9% in after-hours trading on Tuesday. 

Netflix’s financial results for the final quarter of 2025 were fine. The company beat EPS expectations by a penny, and said it now has 325 million paid subscribers and a worldwide total audience nearing 1 billion. Its 2026 revenue outlook, of between $50.7 billion and $51.7 billion, was right on target.  

Still, investors are worried that the Warner Bros. deal will force Netflix to compete outside its lane, causing management to lose focus. The fact that Netflix will temporarily halt its share buybacks in order to accumulate cash to help finance the deal, as it disclosed towards the bottom of Tuesday’s shareholder letter, probably didn’t help matters. 

And given that there’s a rival offer for Warner Bros from Paramount Skydance, it’s not unreasonable for investors to worry that Netflix may be forced into an expensive bidding war. (Even though Warner Brothers Discovery has accepted the Netflix offer over Paramount’s, no one believes the story is over—not even Netflix, which updated its $27.75 per share offer to all-cash, instead of stock and cash, hours earlier on Tuesday in order to provide WBD shareholders with “greater value certainty.”) 

Investors are wary; will regulators balk?

Warner Brothers investors are not the only audience that Netflix needs to win over. The deal must be blessed by antitrust regulators—a prospect whose outcome is harder to predict than ever in the Trump administration.

Sarandos and Peters laid out the case Tuesday for why they believe the deal will get through the regulatory process, framing the deal as a boon for American jobs.

“This is going to allow us to significantly expand our production capacity in the U.S. and to keep investing in original content in the long term, which means more opportunities for creative talent and more jobs,” Sarandos said.

Referring to Warner Brothers’ television and film businesses, he added that “these folks have extensive experience and expertise. We want them to stay on and run those businesses. We’re expanding content creation not collapsing it.”

It’s a compelling story. But the co-CEOs may have neglected to study the most important script of all when it comes to getting government approval in the current administration; they forgot to recite the Trump lines. 

The example has been set over the past 12 months by peers such as Nvidia’s Jensen Huang and Meta’s Mark Zuckerberg. The latter, with his company facing various federal regulatory threats, began publicly praising the Trump administration on an earnings call last January. 

And Nvidia’s Huang has already seen real dividends from a similar strategy. The chip company CEO has praised Trump repeatedly on earnings calls, in media interviews, and in conference keynote speeches, calling him “America’s unique advantage” in AI. Since then, the U.S. ban on selling Nvidia’s H200 AI chips to China has been rescinded. The praise may have been coincidental to the outcome, but it certainly didn’t hurt.

In contrast, the president went unmentioned on Tuesday’s call. How significant Netflix’s omission of a Trump call-out turns out to be remains to be seen; maybe it won’t matter at all. But it’s worth noting that its competitor for Warner Bros., Paramount Skydance, is helmed by David Ellison, an outspoken Trump supporter. 

It’s a storyline that Netflix should have seen coming, and itmay still send the company back to rewrite.



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Americans are paying nearly all of the tariff burden as international exports die down, study finds

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After nearly a year of promises tariffs would boost the U.S. economy while other countries footed the bill, a new study shows almost all of the tariff burden is falling on American consumers. 

Americans are paying 96% of the costs of tariffs as prices for goods rise, according to research published Monday by the Kiel Institute for the World Economy, a German think tank. 

In April 2025 when President Donald Trump announced his “Liberation Day” tariffs, he claimed: “For decades, our country has been looted, pillaged, raped, and plundered by nations near and far, both friend and foe alike.” But the report suggests tariffs have actually cost Americans more money.

Trump has long used tariffs as leverage in non-trade political disputes. Over the weekend, Trump renewed his trade war in Europe after Denmark, Norway, Sweden, France, Germany, the United Kingdom, the Netherlands, and Finland sent troops for training exercises in Greenland. The countries will be hit with a 10% tariff starting on Feb. 1 that is set to rise to 25% on June 1, if a deal for the U.S. to buy Greenland is not reached. 

On Monday, Trump threatened a 200% tariff on French wine, after French President Emmanuel Macron refused to join Trump’s “Board of Peace” for Gaza, which has a $1 billion buy-in for permanent membership. 

“The claim that foreign countries pay these tariffs is a myth,” wrote Julian Hinz, research director at the Kiel Institute and an author of the study. “The data show the opposite: Americans are footing the bill.” 

The research shows export prices stayed the same, but the volume has collapsed. After imposing a 50% tariff on India in August, exports to the U.S. dropped 18% to 24%, compared to the European Union, Canada, and Australia. Exporters are redirecting sales to other markets, so they don’t need to cut sales or prices, according to the study.

“There is no such thing as foreigners transferring wealth to the U.S. in the form of tariffs,” Hinz told The Wall Street Journal

For the study, Hinz and his team analyzed more than 25 million shipment records between January 2024 through November 2025 that were worth nearly $4 trillion.They found exporters absorbed just 4% of the tariff burden and American importers are largely passing on the costs to consumers. 

Tariffs have increased customs revenue by $200 billion, but nearly all of that comes from American consumers. The study’s authors likened this to a consumption tax as wealth transfers from consumers and businesses to the U.S. Treasury.   

Trump has also repeatedly claimed tariffs would boost American manufacturing, butthe economy has shown declines in manufacturing jobs every month since April 2025, losing 60,000 manufacturing jobs between Liberation Day and November. 

The Supreme Court was expected to rule as soon as today on whether Trump’s use of emergency powers to levy tariffs under the International Emergency Economic Powers Act was legal. The court initially announced they planned to rule last week and gave no explanation for the delay. 

Although justices appeared skeptical of the administration’s authority during oral arguments in November, economists predict the Trump administration will find alternative ways to keep the tariffs.



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