Summary: New research finds that roughly 13% of Norwegian employees are at high risk of burnout. The study validates the Burnout Assessment Tool (BAT), a measurement designed to detect early signs of burnout by evaluating exhaustion, mental distancing, cognitive impairment, and emotional impairment. The BAT is being tested internationally and aims to enable timely interventions that prevent long-term physical and mental health consequences.
Developed to help both researchers and practitioners, the BAT is currently undergoing trials in more than 30 countries. The researchers emphasize that early identification and coordinated responses—combining individual support and workplace changes—are essential to reduce the incidence and recurrence of burnout and to protect employee wellbeing and productivity.
Key Facts:
- Prevalence of burnout: About 13% of Norwegian workers were identified as at high risk of burnout in a representative sample, indicating a notable occupational health concern.
- Introduction of the BAT: The Burnout Assessment Tool is a structured instrument that measures core burnout dimensions—exhaustion, mental distancing, cognitive impairment, and emotional impairment—to detect individuals at risk.
- Impact and prevention: Burnout can lead to serious health problems and reduced work performance. The study underlines the need for both clinical support for individuals and organizational changes to address excessive job demands and limited resources.
Source: NTNU
Many people experience periods of heavy strain at work, and for some this develops into burnout.
“We found that approximately 13 percent of Norwegian employees are at high risk of burnout,” says Leon De Beer, Associate Professor of Work and Organizational Psychology at the Norwegian University of Science and Technology (NTNU), Department of Psychology. De Beer and colleagues from the Healthy Workplaces research group published the study in the Scandinavian Journal of Psychology.

The research team evaluated a new measurement tool intended to identify people at risk of burnout so that earlier, targeted interventions can be offered.
Signs that you might be at risk of burnout
If workplace demands feel overwhelming and persistent, and you have experienced several of the following symptoms repeatedly in recent weeks, these could be warning signs of an impending burnout:
- You feel mentally and physically exhausted during or after work.
- You find it difficult to feel motivated or enthusiastic about your job.
- You struggle to concentrate or maintain focus on tasks.
- You notice emotional overreactions or difficulty controlling emotions at work.
Early intervention is crucial
Detecting early signs of burnout allows employers and healthcare professionals to act before issues become entrenched. Left unaddressed, burnout contributes to long-term physical and mental health problems such as cardiovascular issues, musculoskeletal pain, sleep disturbances, and depression. Organisations may also see higher sickness absence, loss of talent, and reduced productivity.
“Not addressing the risk of employee burnout in time can have long-term consequences,” De Beer warns. The study stresses that effective solutions must combine individual treatment with workplace changes to reduce excessive demands and increase resources.
The Burnout Assessment Tool (BAT)
The BAT is designed to be a practical, reliable instrument for both research and workplace screening. It measures four core areas associated with burnout: exhaustion, mental distancing (a tendency to withdraw or detach from work), cognitive impairment (problems with memory and attention), and emotional impairment (difficulty regulating emotions).
Previous measures of burnout lacked either sufficient detail or the ability to capture multiple dimensions simultaneously. The BAT consortium developed and refined the tool to provide a clear, multidimensional assessment that can be used internationally and across genders.
Burnout as the body’s response to prolonged stress
Burnout reflects the body and mind’s response to prolonged, unrelieved stress. While often described as work-related, burnout can interact with life outside of work—poor work–life balance can exacerbate symptoms, and stress from personal life can amplify work-related strain.
Long-term recovery depends on workplace change
Some people recover quickly with appropriate support, but others can experience prolonged burnout if root causes are not addressed. “Individual treatment can help, but it is insufficient if employees return to environments where demands exceed resources,” explains Professor Marit Christensen at NTNU’s Department of Psychology. Sustainable recovery usually requires organisational changes that reduce excessive workloads and provide better support and structure.
Study sample and relevance
The research evaluated a representative sample of approximately 500 Norwegian workers. Compared with European averages, Norway reports somewhat lower rates of work-related exhaustion and generally better work–life balance. Still, the study’s recognised methods indicated that around 13 percent of participants were at high risk of burnout.
The BAT can help prioritize follow-up and allocate resources to those most in need, improving prevention efforts and reducing the risk of long-term ill health.
International validation and tools
The BAT is being tested in multiple countries to determine its cultural independence and measurement consistency across groups. Early results show strong reliability and that the instrument functions consistently for men and women. Researchers also offer an online, non-diagnostic version of the BAT for educational and self-assessment purposes; users are reminded that any online screening provides an indication of risk, not a clinical diagnosis. Individuals concerned about work-related stress should consult a healthcare professional.
About this psychology research news
Author: Nancy Bazilchuk
Source: NTNU
Contact: Nancy Bazilchuk – NTNU
Image: The image is credited to Neuroscience News
Original Research: Open access. “The psychometric properties of the Burnout Assessment Tool in Norway: A thorough investigation into construct-relevant multidimensionality” by Leon T. De Beer et al., Scandinavian Journal of Psychology.
Abstract
The psychometric properties of the Burnout Assessment Tool in Norway: A thorough investigation into construct-relevant multidimensionality
Objective
Although the World Health Organization recognizes burnout as an occupational phenomenon, accurately identifying it in employees remains difficult. Existing measures have limitations, motivating the development of the Burnout Assessment Tool (BAT). This study examines the BAT’s multidimensional structure and its suitability for identifying burnout risk.
Method
Researchers evaluated both the full 23-item BAT and a 12-item short version using modern factor-analytic techniques. The analysis used a representative Norwegian sample (n ≈ 493; roughly 50% women) to examine reliability, validity, and measurement invariance.
Results
A bifactor model—with a strong global burnout factor plus four specific component factors—best explained the data for both BAT versions. Reliability indices were adequate across factors, with the global factor particularly strong. Both BAT versions correlated highly with each other and with another standard burnout measure, supporting convergent validity. The instrument demonstrated full measurement invariance across gender, and initial analyses supported a role for burnout as a mediator in a job demands–resources framework.
Conclusions
The study supports the BAT’s reliability, validity, and gender-neutral measurement properties in Norway. Findings reinforce the importance of job demands and resources, and place burnout centrally in understanding workplace stress dynamics consistent with job demands–resources theory.