Patterns of change fatigue among primary school teachers in Türkiye: a conditional path analysis using TALIS 2024 data

Primary school teachers in Türkiye face continuous curricular, organisational, and digital change, yet how personal resources, occupational strain, technology-related perceptions, and leadership conditions relate to change fatigue remains insufficiently understood. This study examined direct, indirect, and conditional associations using TALIS 2024 Türkiye primary-teacher data and a regression-based conditional path model. Of the 4,053 teachers in the original file, 4,016 nested in 232 schools formed the multiple-imputation analytic frame. The analytic sample was approximately 67% female and 33% male, with a modal age band of 40–49 years. Analyses used teacher final weights and cluster-robust standard errors, with cluster-bootstrap confidence intervals for indirect associations, controlling for gender and professional experience. Workplace well-being and stress and digital adversity were positively associated with change fatigue, whereas growth mindset showed a small negative total association mainly through empathy with students. Working environment satisfaction was the clearest indirect pathway, especially for the workplace-stress-to-fatigue link, while digital adversity’s indirect associations were not robust. Relational leadership was directly associated with lower change fatigue and selectively conditioned the working-environment-satisfaction pathway. Change fatigue was linked most consistently to occupational strain, working environment satisfaction, and relational leadership; because the design is cross-sectional, findings reflect conditional associations rather than causal mechanisms.

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Publication Details

Journal
Research Papers in Education
Published
2026-09-21
DOI
https://doi.org/10.1080/02671522.2026.2735040
Primary Topic
Technostress in Professional Settings
Type
article
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article

Patterns of change fatigue among primary school teachers in Türkiye: a conditional path analysis using TALIS 2024 data

Kazım Çelik, Ekber Tomul, Dilek Bulut
Research Papers in Education
Technostress in Professional Settings
article

Patterns of change fatigue among primary school teachers in Türkiye: a conditional path analysis using TALIS 2024 data

Kazım Çelik, Ekber Tomul, Dilek Bulut
article en

Abstract

Primary school teachers in Türkiye face continuous curricular, organisational, and digital change, yet how personal resources, occupational strain, technology-related perceptions, and leadership conditions relate to change fatigue remains insufficiently understood. This study examined direct, indirect, and conditional associations using TALIS 2024 Türkiye primary-teacher data and a regression-based conditional path model. Of the 4,053 teachers in the original file, 4,016 nested in 232 schools formed the multiple-imputation analytic frame. The analytic sample was approximately 67% female and 33% male, with a modal age band of 40–49 years. Analyses used teacher final weights and cluster-robust standard errors, with cluster-bootstrap confidence intervals for indirect associations, controlling for gender and professional experience. Workplace well-being and stress and digital adversity were positively associated with change fatigue, whereas growth mindset showed a small negative total association mainly through empathy with students. Working environment satisfaction was the clearest indirect pathway, especially for the workplace-stress-to-fatigue link, while digital adversity’s indirect associations were not robust. Relational leadership was directly associated with lower change fatigue and selectively conditioned the working-environment-satisfaction pathway. Change fatigue was linked most consistently to occupational strain, working environment satisfaction, and relational leadership; because the design is cross-sectional, findings reflect conditional associations rather than causal mechanisms.

Research Papers in Education
Pamukkale University (TR), Burdur Mehmet Akif Ersoy Üniversitesi (TR), Muğla University (TR)
Gender equality
Openalex Percentile: Top 6%
Technostress in Professional Settings
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Patterns of change fatigue among primary school teachers in Türkiye: a conditional path analysis using TALIS 2024 data — Kazım Çelik, Ekber Tomul, et al. · Research Papers in Education (2026) | TGRS Research Map | TGRS