Why New Technology Is So Stressful at Work—and What to Do About It
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Why New Technology Is So Stressful at Work—and What to Do About It

Anxiety over technological change is escalating, especially thanks to AI. Researchers and therapists offer all sorts of ways to deal with it.

By SEAN CAPTAIN
Mon, Sep 11, 2023 10:13amGrey Clock 7 min

When Ben Plomion took his latest job, he learned quickly that his tech skills were behind the times.

At 46, he’s a decade or two older than most of his co-workers—and he’s used to an earlier generation of software. While he was accustomed to presentation programs like PowerPoint or Google Slides, for instance, his young colleagues were working with an app called Canva.

“I went in all reluctantly, because I had to relearn everything I’d learned for the last 10 years,” he says.

Plomion—chief marketing officer for a Los Angeles startup that works with crypto technology—is no Luddite. But he sometimes felt overwhelmed by the pace of change. Then came ChatGPT, and thousands of other artificial-intelligence apps. “Where do you start? What tool do you pick? And you’re almost frozen by uncertainty and doubt and indecision,” he says.

Anxiety over technological change on the job has long plagued workplaces—perhaps never more so than today, as AI potentially threatens to upend everything. The questions are familiar ones: Will people be able to keep their skills up-to-date? How will their jobs change as tech advances? Perhaps most stressful of all: Will new technology replace them? All of the uncertainty and stress can foster frustration, insecurity or self-blame that can affect their work and personal lives, and even their health.

Fortunately, researchers have studied this phenomenon for decades, gleaning insights into the deep psychological roots of these fears, how they affect people’s response to technology—and how both workers and companies can mitigate the stress.

To get an idea of just how high tech-induced anxiety is, consider PwC’s 2022 Global Workforce Hopes and Fears Survey, conducted before the widespread popularity of generative AI tech like ChatGPT. The report found that 30% of over 50,000 workers were concerned about technology replacing their role within three years, and 39% said they weren’t getting enough tech training at work.

In this year’s survey (released in June), 35% had some negative concerns about AI, such as fears that the technology will take their job, affect their role or require skills they might not be able to learn. They aren’t imagining the possible turmoil. A March global study by Goldman Sachs estimated that generative AI “could expose the equivalent of 300 [million] full-time jobs to automation,” although the report says that most jobs in the U.S. would be altered by AI, but not be replaced.

 

Workers who are worried about AI are more likely to report feeling tense or stressed at work, a new survey from the American Psychological Association found. “It can cause a person to be almost in a fight or flight state, where then every perceived threat to their job carries this heightened sense of urgency and concern,” says Dennis Stolle, one of the lead authors.

Lessons from psychology

The roots of the fear can go back to primal feelings—an instinctive, evolutionary apprehension of anything novel, says Ofir Turel, a professor of information systems at the University of Melbourne. “Our ancestors were threatened by new species…new animals, new tribes moving to their territories,” he says.

New technologies can cause insecurity, even from something as minor as disrupting people’s routines. “Our brains are designed to maintain the status quo,” says Nicole Lipkin, a clinical and organisational psychologist in Philadelphia. “We’re designed to get from A to Z as efficiently as possible. And that means keeping things the same.”

Sophia Xepoleas, a tech PR strategist in Oakland, recalls her reluctance to take time out to learn the project-management application Asana. “It is…a new pathway in your brain that you’re training,” she says. “And the ones that are already working are working real hard.”

But the sense of threat from technology can go even deeper, by menacing people’s personal identity, says Varun Grover, a professor of information technology at the University of Arkansas.

One aspect of that identity is people’s sense of professional competence, and hard-to-learn technology can threaten that. New tech can also threaten people’s sense of identity in the professional role they fill, he says, if it changes their job duties or workplace power dynamics.

Turel found this happening with the introduction of electronic medical records to a Midwestern hospital in a 2020 study. “They threatened physicians and nurses,” he says. “They were the people who actually control the information. Now you have to spend time to go through 10 screens when you prescribe something.”

This resulted in what researchers called “unfaithful use” of the new tech. Medical personnel would skip over screens or enter random information just to get through the forms. Turel and other work-stress researchers have another term for this reaction: sabotage.

The latest artificial intelligence takes this identity threat much further, says Grover, because it promises to do the higher-level reasoning that people think of as uniquely human.

Running away

To be sure, rarely does tech stress reach a clinical level of anxiety or depression. Even so, it can lead to unhealthy behaviour.

For instance, a natural response to stress is to run away from the threatening technology. “When there’s lots of uncertainty, then it’s a little bit difficult to cope,” says Mindy Shoss, professor of industrial/organisational psychology at the University of Central Florida. “And people tend to do what we call emotion-focused coping strategies, which include things like avoidance,” she says.

In tech, this could mean refusing to learn or use a new piece of software and trying to continue with the older application you are used to.

To help work through this anxiety, say researchers, people can use tools from psychological practices such as cognitive behavioural therapy, which can help people challenge negative thought patterns.

For instance, when people face new, difficult technology, it “can be a huge trigger for negative self-talk,” a sense that we lack ability or aren’t trying hard enough, says Vaile Wright, senior director for healthcare innovation at the American Psychological Association.

Instead, people can start with understanding why they find the new technology upsetting and re-evaluating the sense of risk and threat.

Workers can also reframe a technology challenge in such a way to realise the situation isn’t so bad (for instance, you won’t get fired if you don’t master this new tech). Other times, it helps them accept genuine misfortune (you will lose your job) and strategise how to move on.

It can also help for workers to give themselves some credit for facing challenges.

“It could be a thought like, ‘It’s not that surprising that this is hard. I didn’t go to school for this. But I’ve overcome hard things before,’ ” says Wright.

These tools work best in a therapeutic setting, but they are also available in self-help workbooks, says Wright. She suggests, for instance, checking out “The Dialectical Behavior Therapy Skills Workbook” or recommendations from the Association for Behavioral and Cognitive Therapies.

Resisting or embracing

Another danger is what psychologists call catastrophising. “Examples of cognitive distortions are [saying,] ‘If I don’t learn this within a week, I’m going to get fired.’ That’s catastrophising or all-or-none thinking,” says Lipkin.

Reframing is one way Xepoleas reduces the all-or-nothing pressure surrounding tech: She doesn’t need to master every new piece of technology to get benefits from it. Plomion, meanwhile, reduces stress by telling himself he’s doing everything he needs to do to get his job done. “I am never going to be a ChatGPT expert,” he says. “There’s a lot of people who can do that. But at a minimum…I know how to use the tools.”

The two have also tried reframing new tech as an opportunity. Xepoleas admits that, after fighting the Asana app, she ultimately found it helpful. “I’ll usually take the initiative on myself,” she says, “especially if it’s something that’s important for me to learn, or if I don’t learn it, I’m going to miss out on something strategic or important.”

People can also benefit from distraction—a cognitive behavioural technique for breaking the cycle of anxious thoughts. Xepoleas enjoys visiting a park and listening to classical music, as a respite during or after the workday. Plomion goes surfing most mornings. “When I get back from the ocean and go straight to the office after that, I’m a lot more relaxed,” he says. “I’m also a lot more eager to go back to my AI tools and learn them.”

Plomion is also an ardent skateboarder and considers mastering new tricks as akin to figuring out technology. This is known as “building mastery” in dialectical behavioural therapy, a cousin of cognitive behavioural therapy, says Wright. Achievements in one activity build confidence for taking on other challenges.

It might seem daunting to be constructively positive about new tech—but it is certainly possible. While about a third of the PwC survey respondents expressed fear over new tech, about half expected positive scenarios, such as AI making them more productive or creating new job opportunities. (The Goldman Sachs AI report, meanwhile, anticipates a boost to the global economy and sees AI taking a complementary role in many jobs, not replacing people.)

Reframing disappointment

Reframing is also crucial when the worst is true. While people often exaggerate threats, they are not always wrong. They might lose their jobs because of technology, after all. And even if they keep them, technology may change their roles in ways they don’t like—fears that are accelerating because of AI.

It can be healthy to acknowledge feelings of loss—for a time. That is the thrust of acceptance and commitment therapy, or ACT. Instead of trying to debunk the problem underlying their anxiety, “ACT therapy would have a person accept the experience,” says David Blustein, a professor of counselling psychology at Boston College.

A related concept, from dialectical behavioural therapy, is radical acceptance. People don’t have to approve of a situation that causes grief and pain, but fighting reality instead of accepting it leads to more grief and pain. “Sometimes I just have to give in, and I have to say, OK, this is going to be a part of my life now,” says Grover. “So how do I reconceptualise my role identity with this technology in my life?”

How employers can help

During times of anxiety, companies can foster a sense of agency among employees by bringing them early into the conversation about new technologies—finding out what they need and if the tools on offer will do the trick.

It is all right if these conversations include some complaining, says Lipkin, the Philadelphia psychologist. “When I hear you gripe, I’m getting what you’re afraid of,” she says. But raising concerns is only the beginning of the process. Employees should be encouraged to spend most of the discussion finding solutions to the problems, she says.

Workers can also help each other cope with disruptive tech by discussing their frustrations, says Shoss, as it provides validation of their feelings, reassurance and a sense of camaraderie. On a practical level, co-workers can help each other figure out new technologies. “Most younger people, at least in my company, and probably many others, are very willing to share their expertise in a specific tool,” says Plomion.

That’s no substitute for formal employee training, though, because employers should articulate an overall plan for how the technology is meant to be used. Employers also have to recognise different types of learning that work for each employee, says Wright, and provide multiple options, such as written tutorials, videos and one-on-one sessions.

“Employers really need to prioritise their employees’ mental health,” she says. “We know that when our mental health and our emotional well-being [are] more stable, we’re actually better employees. We’re more committed to the organisation.”



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Everything You Need to Know About the SpaceX Trading Debut

Shares in Elon Musk’s rocket maker are set to begin trading at midday Friday.

By CORRIE DRIEBUSCH
Fri, Jun 12, 2026 4 min

Elon Musk’s   SpaceX is set to make its stock-market debut Friday in the largest IPO ever—and perhaps the most closely watched. The company sold an outsized portion of the offering to individuals. Its performance on Friday will be a crucial gauge of investor appetite for mega-offerings from OpenAI and Anthropic expected later this year.

The rocket maker, which derives most of its revenue from its satellite internet unit and has a nascent artificial-intelligence business, will trade under the ticker “SPCX.” It sold 555.6 million shares at $135 each, raising about $75 billion in a deal that valued the company at roughly $1.77 trillion.

When will shares open for trading?

SpaceX executives are set to ring the Nasdaq’s opening bell in New York, but shares in buzzy initial public offerings don’t tend to start trading until later in the day.

Bankers leading an IPO typically want to match buyers and sellers for about 10% of the shares sold before opening trading to lessen volatility. For SpaceX, that would be about 55 million shares, or roughly $7.5 billion worth.

Because pre-IPO investors are restricted from selling shares for a while, it can take time to find willing sellers among those who bought shares in a high-demand IPO.

Shares of Alibaba , the largest U.S. IPO until SpaceX, opened for trading a little before noon in its 2014 offering. Last year, one of the highest-profile offerings was that of software maker Figma , whose shares started trading just before 2 p.m.

It is possible that SpaceX’s bankers will decide to start trading without matching the typical portion of orders to ensure the shares have several hours of trading on their first day, people familiar with the matter say.

How volatile will the stock be?

Bankers and traders expect SpaceX’s share price could be volatile in initial trading, thanks in part to the large portion of its shares expected to be held by individual investors. Some who anticipate individuals will rush into the shares worry they could just as easily get spooked and rush out.

Any sharp movement in stock price could trigger so-called circuit breakers that could pause trading. For most newly listed companies, a 10% swing in either direction prompts a five-minute pause. Companies that had their shares halted include Figma and Cerebras Systems , the chip company whose shares soared in its May debut.

These forced timeouts applied to single stocks came after the so-called flash crash in 2010, when the Dow Jones Industrial Average fell 700 points in eight minutes before recouping much of the loss.

What is all the talk about the ‘green-shoe’ option?

If the stock starts trading erratically, bankers have a secret weapon to attempt to calm things down.

Underwriters typically sell more shares to investors than an IPO’s total offer size, colloquially called the green shoe. In SpaceX’s case, they sold about 15% more shares than the stated offering size.

Because this means they technically allocated more than the offering amount, the so-called stabilisation agent, in this case, Morgan Stanley , needs to buy back the excess number of shares to deliver them. If the stock starts to fall, the bank will buy the shares in the open market, which helps buoy the stock price. If the stock isn’t faltering, the stabilisation agent can buy the additional shares they need to deliver to investors directly from the company.

The term “green shoe” comes from the first company to employ a version of this method years ago, a shoemaker that was a predecessor to Stride Rite. When Meta Platforms , then known as Facebook, went public in 2012, its shares started dropping and its bankers stepped in to buy more shares.

How will Elon Musk’s take-it-or-leave-it pricing fare?

Like all things Musk, SpaceX’s IPO bucked the norms. Instead of approaching prospective investors with a possible price range for shares ahead of the IPO and incorporating their feedback, the company set an exact share price from the beginning: $135.

The idea was to limit drama for what is already the biggest IPO of all time. It did, however, remove what many see as an important step along the way: price discovery. The success of this approach will partly be judged by how SpaceX’s shares trade Friday. If the stock surges, critics will say SpaceX left money on the table by not pricing shares higher. If the stock falls or trades flat, there will likely be critiques that SpaceX and its advisers overestimated demand.

Will the machinery hold up—and what will be the wider market impact?

The sheer size of SpaceX’s IPO will test the trading infrastructure at Nasdaq and could have ripple effects in the broader market.

Nasdaq has practiced with mock openings to make sure its trading platform is prepared. When Facebook went public, some investors who tried to change or cancel orders ahead of trading didn’t get confirmations because of a technology malfunction. The confusion contributed to Facebook shares dropping on the first day of trading. They didn’t return back above their IPO price for more than a year.

Meanwhile, some market watchers expect added activity Friday in stocks that individual investors might sell to buy SpaceX shares, such as those of technology companies and Musk’s electric-car maker Tesla . Such sales already appeared to be under way earlier in the week, when individual investors dumped single-stock holdings on a net basis for two days in a row, according to Vanda Research. (To be sure, those sales came on days that were poor showings for tech stocks broadly.)

It will take several days for SpaceX shares to show up in any major index funds , so the offering’s wider impact on the market could play out over the next several weeks or longer.

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