thrive at work/Technostress

Guide · AI and capacity

Technostress: the strain of always-on technology.

Technostress is the stress people feel when technology at work becomes too much: too many tools, too many messages, too much change. AI has given the old idea new urgency.

By Jerry Fiser, Founder & CEO · Reviewed by Marcin Bulik, Research Director · Updated November 8, 2026

Last reviewed November 2026
5
technostress creators
Tarafdar et al., 2007
3
inhibitors that protect people
Literacy, support, involvement
6
HSE stress areas
Demands to change
77%
of employees using AI say it added work
Upwork, 2024

What is technostress?

Technostress is stress caused by the technology people use at work. Researchers describe five causes: techno-overload (more work, faster), techno-invasion (work reaching into private time), techno-complexity (tools that are hard to learn), techno-insecurity (fear of being replaced) and techno-uncertainty (constant change). It lowers focus, satisfaction and performance, and it can feed burnout.

Key takeaways
  • Technostress is stress caused by workplace technology, a term in use since the 1980s.
  • Research names five creators: overload, invasion, complexity, insecurity and uncertainty.
  • AI tools touch all five at once, which is why the term is back.
  • Fewer tools, clear rules on availability and time to learn reduce it.
  • Measure energy, focus and recovery by team when technology changes.

What technostress means.

The psychologist Craig Brod used the word technostress in the 1980s for the strain people felt as computers arrived at work. The idea has since been studied widely in information systems and occupational health research. Its central point is simple: technology that is meant to make work easier can also make it more intense, more fragmented and harder to switch off from.

The five causes of technostress.

Research by Tarafdar and colleagues (2007) set out five "technostress creators" that are still the standard way to describe the problem.

CauseWhat it meansAI example
Techno-overloadTechnology pushes people to work faster and longerAI drafts mean more drafts are expected
Techno-invasionWork reaches into evenings and weekendsInstant AI replies set an instant-reply culture
Techno-complexityTools are hard to learn and keep changingNew features and models every month
Techno-insecurityFear of being replaced by technology or by people who use it betterWorry that AI will take part of the job
Techno-uncertaintyConstant change makes skills feel out of dateRules on approved AI use keep shifting

What protects people from technostress.

Research on technostress also describes "inhibitors": conditions that reduce its effect. Three come up again and again. Literacy facilitation means training and help that make people confident with the tools. Technical support provision means fast, friendly help when something breaks. Involvement facilitation means people are consulted before new technology arrives and can shape how it is used. All three are in an employer's control, and all three are cheaper than the turnover and errors technostress causes.

InhibitorWhat it looks like in practice
Literacy facilitationShort training in work time, peer champions, simple guides
Technical supportQuick help channels, problems fixed in hours, not weeks
InvolvementPilots with real users, feedback before full rollout

Symptoms of technostress at work.

  1. 1
    Mental fatigue. Feeling drained by screens and tools earlier in the day.
  2. 2
    Poor concentration. Switching between apps makes deep work hard.
  3. 3
    Irritability. Small technical problems feel bigger than they are.
  4. 4
    Trouble switching off. Checking messages in the evening and at night.
  5. 5
    Lower satisfaction. Less enjoyment of the job itself.
  6. 6
    Physical signs. Headaches, eye strain, poor sleep.

Who is most affected by technostress?

Technostress is not limited to people who dislike technology. Heavy users often feel it most, because they are always reachable and get every new tool first. Research points to several groups at higher risk: people whose jobs are mostly screen-based, managers who are expected to answer quickly, people working remotely without clear boundaries, and people whose roles are changing fastest because of automation. Age matters less than workload, control and support.

Why AI makes technostress worse.

Earlier waves of technology usually hit one or two causes at a time. AI tends to hit all five. It speeds up work, keeps people reachable, changes every few months, raises questions about jobs and asks people to judge whether its answers are right. In a 2024 survey by the Upwork Research Institute, 77% of employees who used AI said it had added to their workload. The heavy end of this is what BCG researchers called "AI brain fry"; see AI fatigue.

Technostress in remote and hybrid work.

Remote and hybrid work rely on technology for almost every interaction. That raises techno-invasion: the laptop is always at hand, and the line between work and home blurs. Video calls are more tiring than in-person meetings for many people, and chat creates a sense that replies are expected at once. Clear agreements help: core hours, response times by channel, meeting-free blocks and a real end to the working day.

Effects on people and performance.

Technostress lowers job satisfaction and commitment and raises the intent to leave. It also hurts the thing technology was bought to improve: performance. People who are constantly interrupted make more errors, take longer on complex tasks and have less energy for the work that needs judgment. Over months, unmanaged technostress becomes one of the routes into burnout.

How to reduce technostress: steps for employers.

  1. 01
    Count the tools. List every app people must use and retire the overlaps.
  2. 02
    Agree availability rules. When people are expected to reply, and when they are not.
  3. 03
    Bundle changes. Release tool changes in planned batches, not every week.
  4. 04
    Train in work time. Give real time to learn, with help close at hand.
  5. 05
    Be honest about jobs. Explain what technology will and will not change.
  6. 06
    Protect focus time. Blocks without notifications, meetings or chat.
  7. 07
    Involve users early. People who help choose tools adopt them with less strain.
  8. 08
    Measure the effect. Track energy and focus by team before and after each change.
An employee leaving work with energy left at the end of the day

A simple digital work policy.

TopicExample rule
Response timesChat: same day. Email: within two working days. Urgent: phone.
After hoursNo expectation of replies outside working hours.
MeetingsNo meetings on two mornings a week; default 25 or 50 minutes.
ToolsOne approved tool per job; new tools only after a pilot.
AI useClear list of approved assistants and tasks; no sensitive data in public tools.
TrainingNew tools come with training in work time.

Keep the policy short, agree it with teams and review it once a year.

What individuals can do.

Turn off non-essential notifications. Check messages at set times. Keep one tool for each job instead of three. Ask for training rather than struggling alone. And protect a clear end to the working day, especially on a phone.

Someone checking work messages on a phone at night

A personal technostress check.

  1. 1
    Do I check messages within minutes of waking up?. A sign that work has invaded private time.
  2. 2
    Do I switch tasks more than I finish them?. Fragmentation lowers focus and raises fatigue.
  3. 3
    Do I feel behind on tools most weeks?. Complexity and uncertainty are adding up.
  4. 4
    Do I worry that technology will replace part of my job?. Insecurity is draining energy.
  5. 5
    Do I struggle to switch off in the evening?. Recovery is suffering.

Technostress and work design.

The HSE Management Standards list six areas that drive work-related stress: demands, control, support, relationships, role and change. Technostress fits inside them. Overload is a demands problem, invasion is a control problem, complexity is a support problem, and uncertainty is a change problem. Treat technostress as part of normal stress risk management, not as a separate IT issue.

A short history of technostress research.

The idea began with the arrival of personal computers in offices in the 1980s, when Craig Brod described the strain of adapting to them. In the 2000s, information systems researchers measured it systematically and identified the five creators used on this page. The arrival of smartphones and always-on email made techno-invasion the most discussed cause in the 2010s. Since 2023, generative AI has revived the topic, because it combines rapid change, new skills, job worries and a flood of output that people must judge.

How to measure technostress by team.

Ask people regularly how their energy, focus and recovery are holding up, and read the answers by team. Compare teams that just got new tools with those that did not. thrive at work measures capacity, the energy, focus, recovery and resilience people have available, next to engagement, so the strain from new technology shows up before it turns into absence or resignations.

What leaders can model.

Leaders set the pace for technology use more than any policy does. A leader who answers messages at midnight teaches the team that midnight replies are expected. A leader who uses three AI tools and asks for a new one every month teaches the team that keeping up is part of the job. Small signals help: scheduling messages to arrive in working hours, saying out loud which tools the team will not adopt, and asking in one-to-ones how people are coping with the tools they already have.

Measure it

thrive at work measures engagement (purpose, leadership, connection, growth) and capacity (energy, recovery, focus, resilience) in one anonymous assessment: see how the assessment works.

AI changes the work. Measure the people doing it.

AI rollouts are judged on adoption and output. thrive at work is a workforce performance platform: an employee engagement platform that also measures capacity to perform, meaning energy, recovery, focus and resilience, by team. That shows whether AI is giving people time back or quietly adding load. Read more about employee capacity.

Sources.

  1. Tarafdar and colleagues (2007). doi.org
  2. Upwork Research Institute. www.upwork.com
  3. World Health Organization. www.who.int
  4. HSE Management Standards. www.hse.gov.uk

Common questions

Who coined the term technostress?
The psychologist Craig Brod, in the 1980s.
What are the five causes of technostress?
Techno-overload, techno-invasion, techno-complexity, techno-insecurity and techno-uncertainty.
Is technostress the same as burnout?
No. Technostress is a source of stress. If it lasts and is not managed, it can contribute to burnout.
How does AI affect technostress?
AI can raise all five causes at once: faster work, constant availability, frequent change, job worries and the need to check output.
How can employers reduce technostress?
Fewer tools, clear availability rules, planned change, training in work time and regular measurement of energy and focus.

Measure the strain behind every new tool.

A 30-minute call covers how capacity data shows the effect of technology changes.