Remote or hybrid work has become the new normal for millions of people. We are only just starting to see the impact.
4 min
The fivefold increase in working from home ushered in by the pandemic is perhaps the largest change to hit U.S. labor markets since World War II. It has touched just about every manager in America, reshaped industries including real estate and business travel, and led to an exodus from city centres to the suburbs.
And working from home is here to stay—at least in a hybrid model where a commute to the office is limited to just a few days each week. Tracking detailed survey data, we see working-from-home levels were rapidly dropping from 2020 to 2022. But by early 2023 they stabilised and have remained flat ever since. Hybrid working has become the new normal for millions of professionals and managers across America.
So, it’s time to tally up the impact. Looking ahead to 2024 and beyond, who are the biggest winners and losers from the work-from-home revolution?
The biggest losers are likely city-centre office and retail property owners. The massive shift to home working has created a doughnut effect in major cities around the world. Millions of employees are no longer commuting every day, leaving many offices half-filled and retail stores struggling for customers. The owners of this real estate—often pension funds, family firms and endowments—have collectively lost hundreds of billions of dollars of investments.
In the long run, the sector will slowly recover as supply contracts. New construction has slowed, some empty buildings are slowly being converted to residential accommodation, and some lower-quality offices will be torn down. But recovery will take years to complete. Winter has come for the office sector. One forecast that a major leasing company shared with me was it would take until 2033 for occupancy to recover to pre pandemic levels in San Francisco—perhaps the hardest hit city.
Another loser has been mass-transit rail systems. Ridership has dropped by 30% nationally as commuters shift from a five-day commuting schedule to two or three days a week. These commuter rail systems have high fixed costs due to inflexible track and train costs, alongside rigid union-controlled labor expenses.
Large drops in ridership revenue translate into larger budget deficits. To date these deficits have been bailed out by pandemic-era federal and state subsidies. But the fear is unless public transit costs can be right-sized, once these subsidies run out they will see devastating service cuts or outright closure.
Growing up in Britain, I heard about the infamous Beeching cuts of the 1960s, which cut station numbers by 55% and devastated rail travel. I fear something similar happening to U.S. transit for 2024 and beyond unless operators and unions can align cost with revenues.
The third big loser has been big cities. American cities occupy surprisingly small spaces. For example, San Francisco is less than 50 square miles, comprising just the tip of a peninsula. So, when city-centre residents fled for the suburbs, they took their tax dollars with them.
As we know from the experience of New York in the 1970s, cities can adjust by cutting expenditures. But this will be painful and risks a hollowing out of city centres if key services like police and education are cut. Indeed, bond markets have already cut the prices of many city municipal bonds, providing an ominous signal of the budgetary struggles ahead.
It isn’t all gloomy, particularly for the biggest work-from-home winners: the workers. In national surveys, employees report they value the ability to work from home two or three days a week as much as an 8% pay increase. Multiplied across the roughly 70 million Americans who are currently working from home, this is a perk valued at roughly $500 billion a year. This vast dividend has benefited employees through less commuting and lower stress, alongside more personal, leisure and family time.
One recent study highlighted how the typical U.S. home-working employee spends 40 minutes more a week on child care from the time saved from avoiding the daily commute. This will have longer-run effects ranging from higher labor-force participation rates—possibly pushing up growth rates—to potentially even a fertility dividend as parenting becomes somewhat easier.
Another winner is the environment, thanks to reduced travel and energy needs. A recent study found working from home two days a week reduces pollution by about 15%. This comes from lower commuting emissions alongside additional savings from lower office energy bills. A double dividend is the reduced congestion on emptier roads, with traffic speed data from Inryx suggesting the morning commute is 10% faster.
And perhaps the biggest work-from-home winner are companies. Research finds that hybrid working three days a week in the office has a net neutral on employee productivity, while allowing firms to save on recruitment and retention costs. Firms can save money by trimming office expenses while using remote working to lower labour costs by hiring employees outside major cities.
U.S. firms made about $1 trillion higher profits in 2022 than in 2019, an increase of almost 50%. While many factors likely contributed to this, including the strong economic growth, it is notable this happened alongside the fivefold surge in working from home. Indeed, the mass adoption of hybrid working by millions of firms across the U.S. and Europe is perhaps the strongest evidence of its positive impact on profitability.
Looking further out, the biggest change will almost surely come from the new technologies we use to work remotely. When I first started working in the 1990s, working remotely meant conference calls and emailing files. Now we telecommute and share files on cloud networks.
The future likely heralds similarly large changes. In discussions with startups and tech firms, I hear about systems for holographic meetings, wall-size screens and global connectivity. This technology means working from home hasn’t just stabilised but is now moving into its longer-run phase of expansion. Ten years from now we will look back at 2023 as the beginning of the long bull market in hybrid working.
Nicholas Bloom is a professor of economics at Stanford University.
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Wall Street’s hottest momentum trade has reversed sharply, as former winners tumble and heavily shorted stocks surge.
3 min
Wall Street’s hottest trade has gone ice cold.
For years, it paid off to buy stocks that were rising in price—and bet against struggling shares. The momentum trade was especially profitable this year, as investors piled into hot stocks including Micron Technology, Nvidia, Advanced Micro Devices and other artificial-intelligence darlings while wagering against those likely to be hurt by the embrace of AI.
The S&P 500 Momentum Index soared 44% in the second quarter, its best quarterly performance on record, and it surged 133% over the past five years, nearly double the broad market’s performance.
Mega funds and rookie investors alike piled into the trade, some using leverage and options contracts in an effort to amplify their returns, propelling the underlying shares higher.
“It is a self-fulfilling prophecy,” said Matthew Tym, managing director at Cantor Fitzgerald, of the trade.
Suddenly, the trade is a loser. The momentum index has tumbled more than 9% since July 1, lagging behind the S&P 500’s 2.8% gain. The index—which tracks stocks in the S&P 500 based on a “momentum score”—is on track for the biggest quarterly underperformance in 25 years. July was the second-worst month for the momentum trade in around 40 years, according to Bank of America estimates; the only month worse was April 2009, in the teeth of the global financial crisis.
Hedge funds that bought momentum shares while shorting low-momentum stocks suffered even more. At the same time, a basket of the most popular stocks held by hedge funds tracked by Goldman Sachs recorded its biggest one-month underperformance in July relative to the S&P 500 in more than 20 years, according to the bank’s analysts.
Momentum trading is based on a rather simple observation: Investments that go up tend to keep outperforming; those that underperform often remain laggards. This kind of trading might seem too simple a stock-picking strategy to work. Yet it often has.
“For decades, it didn’t take a lot of sophistication to run a momentum strategy and make a decent living at it,” says Agustin Lebron, senior researcher at EquiLibre, a trading firm.
Part of the reason: It takes a while for corporate and other information to spread to various investors, so they slowly build positions, producing buying momentum.
“A huge pension fund can’t flip around its positions in a day,” says Lebron. “Behavioral biases also account for some of the effect, as well—people tend to sell their winners too early and hold losers too long.”
Fans of the strategy point to the human tendency to extrapolate from past results—and chase investment returns—noting that momentum patterns have been evident in markets for decades, even centuries. They also say that some of the worst months for momentum strategies are during longer periods of outperformance.
Some have been doing the trade by buying the strongest investments in a sector while shorting the weakest; others lean in to rising markets or asset classes. Still others use a quantitative approach or turn to banks or others who sell ways to make distinct wagers on momentum as a “tradable factor” or a “thematic basket.”
The fans remain believers. “Any strategy has disappointing periods,” says Antti Ilmanen, global co-head of the portfolio solutions group at AQR Capital Management.
The surge in Moderna and other biotech stocks helped crush the momentum trade. These shares were among the most heavily shorted in recent years, but positive news on a cancer vaccine from Moderna and Merck sent those stocks flying, crushing some quant and other hedge funds. Moderna is up around 150% so far this month.
These traders had an especially rough day on Aug. 19, which Goldman Sachs told its clients was the worst day for “systematic long-short managers” in more than two years. About half of the losses were because of momentum trades, the bank said.
Some traders have begun to short, or bet against, the very stocks that propelled the momentum trade earlier this year. Net short positions in futures tied to the Nasdaq-100 index among speculators recently climbed to some of the highest levels of the past two decades, according to data from the Commodity Futures Trading Commission.
The about-face is a sign of how markets have become more treacherous for investors, even as indexes keep climbing. Part of the issue: the recent meltdown of Situational Awareness, a hedge fund that had piled into some of the most popular momentum shares, including chip stocks. After a period of market tumult, Nvidia shares rocketed almost 9% after its earnings, showing how quickly sentiment can shift.
Some investors say the run-up in share prices driving tech stocks higher reminds them at times of the dot-com frenzy decades ago.
Mike Ogborne, the founder of San Francisco-based Ogborne Capital Management, said he has grown more cautious on technology stocks and is keeping more of his portfolio in cash than he typically does.
And he is nervous about the surge in spending by technology giants and quarterly capital expenditures that keep rising.
“It is a little bit like Cinderella and the clock striking midnight. You don’t know when midnight is going to come around,” Ogborne said. “They don’t send a memo around telling you when the capex cycle is over.”
