# The impact of occupational fatigue on safety and health performance in the porcelain manufacturing industry: An analysis using the ELMERI index

**Authors:** Mostafa Jafarizaveh, Razie Jafarizadeh, Maryam Esmaili, Akram Tabrizi

PMC · DOI: 10.1016/j.dialog.2026.100283 · 2026-02-04

## TL;DR

This study shows that occupational fatigue in porcelain manufacturing workers is linked to worse safety and health outcomes, emphasizing the need for better fatigue management.

## Contribution

The study introduces the use of the ELMERI index to analyze the relationship between occupational fatigue and safety performance in the porcelain industry.

## Key findings

- A significant inverse correlation (r = -0.40) was found between occupational fatigue and safety performance.
- Workers showed a moderate level of safety and health performance (mean ELMERI score of 59.50).
- Higher fatigue levels were associated with poorer safety and health outcomes.

## Abstract

As a critical social determinant of health, occupational fatigue can be a key indicator for tracking mental health inequalities in working populations. A systematic assessment of fatigue and its impact on safety performance indicators is essential for developing effective preventive strategies in industrial settings. This study aimed to investigate the correlation between occupational fatigue and safety and health performance within an industrial sector in Gonabad, Iran. A descriptive-analytical, cross-sectional study was conducted among industrial workers. Data were collected using a demographic questionnaire, the Swedish Occupational Fatigue Inventory (SOFI) to quantify fatigue, and the ELMERI index to assess safety and health performance levels. Kolmogorov-Smirnov, t-test, Mann-Whitney, and Spearman's rank correlation coefficient tests were used for statistical analysis between variables. The study included participants with a mean work experience of 8.49 (±4.63) years. The mean SOFI score for occupational fatigue was 52.75, indicating a significant burden of fatigue. The mean ELMERI index score was 59.50, reflecting a moderate level of safety and health performance. A significant inverse correlation was found between occupational fatigue and safety performance (r = −0.40, p < 0.05), suggesting that higher levels of fatigue were associated with poorer safety and health outcomes. The findings demonstrate a significant negative relationship between occupational fatigue and safety performance, highlighting the detrimental impact of fatigue on workplace safety. These results underscore the need for implementing fatigue risk management systems and ergonomic interventions in the workplace. Future longitudinal research is recommended to elucidate further the causal mechanisms underlying this relationship.

## Full-text entities

- **Diseases:** burnout (MESH:D002055), fire (MESH:D000092422), decline in muscle function (MESH:D009135), depression (MESH:D003866), musculoskeletal disorders (MESH:D009140), to memory (MESH:D008569), mental fatigue (MESH:D005222), anxiety (MESH:D001007), mental disorders (MESH:D001523), skeletal and muscular disorders (MESH:C564967), accidents (MESH:D000081084), Fatigue (MESH:D005221), Acute fatigue (MESH:D000208), chronic fatigue (MESH:D015673), sleepiness (MESH:D000077260)
- **Chemicals:** O3 (MESH:D010126)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

1 figure with captions in the complete paper: https://tomesphere.com/paper/PMC12925038/full.md

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Source: https://tomesphere.com/paper/PMC12925038