Evidence map›Paper›PMID 42049957›Full record

ArticleScientific reports2026

Measurement invariance alignment of the burnout assessment tool (BAT-12) across 29 countries and six continents.

Jacqueline Brassey, Leon T De Beer, Roxy Merkand, Bradley A Herbig, Wilmar B Schaufeli, Hans De Witte, Kim Rubenstein

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Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Jacqueline BrasseySchool of Business and Economics, Vrije Universiteit Amsterdam, De Boelelaan 1105, Amsterdam, 1081 HV, The Netherlands. Jacqueline.Brassey@gmail.com.
Leon T De BeerDepartment of Psychology, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.
Roxy MerkandMcKinsey Health Institute, Toronto, Canada.
Bradley A HerbigMcKinsey Health Institute, Washington, DC, USA.
Wilmar B SchaufeliDepartment of Psychology, Utrecht University, Utrecht, The Netherlands.
Hans De Witte02L-WOPP- KU Leuven, Leuven, Belgium.
Kim RubensteinMcKinsey Health Institute, Newark, New Jersey, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study examines the cross-cultural measurement invariance of the 12-item burnout assessment tool (BAT-12) among 29,433 working adults from 29 countries across six continents. We employed a bifactor exploratory structural equation modeling specification with both fixed and free alignment methods. Across all parameters (loadings and thresholds), 92.62% were invariant. Across the countries, 91.09% of the item intercepts/thresholds and 95.69% of general-factor item loadings were invariant. The specific factor loadings were also highly invariant: mental distance 99.14%, exhaustion 89.94%, emotional impairment 92.53%, and cognitive impairment 91.95%, indicating evidence for the cross-national measurement invariance of the BAT-12. Furthermore, we also illustratively report the means for the cross-country comparisons which showed differences in latent global burnout scores according to this study's samples. The evidence for validity shows that the BAT-12 reliably captures a global burnout dimension from the symptom-factor indicators of its four core symptoms, underscoring the BAT-12's robust psychometric properties across diverse cultural contexts. Practically, the BAT-12 offers a more concise instrument for monitoring burnout complaints in multinational settings, guiding managers, occupational health professionals, and researchers in developing and evaluating burnout prevention and intervention strategies.

Indexed as

Burnout, ProfessionalBurnout, PsychologicalPsychometricsAdultCross-Cultural ComparisonFemaleHumansMaleReproducibility of ResultsSurveys and Questionnaires

Identifiers

PMID42049957
PMCPMC13315920

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LicenceCC BY
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.