Evidence map›Paper›PMID 41859260›Full record

ArticleFrontiers in public health2026

Understanding the impact of stressors on safety behavior of Chinese special equipment operators: a transactional theory of stress perspective.

Jing Jing Zhang, Jin Cai Zhang, Yang Bai, Xiao Chang Liu, Ran Liu, Ze Shi Yang

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Jing Jing ZhangSchool of Management Science and Engineering, China Jiliang University, Hangzhou, China.
Jin Cai ZhangSpecial Equipment Safety Supervision Inspection Institute of Jiangsu Province, Nanjing, China.
Yang BaiChina Special Equipment Inspection and Research Institute, Beijing, China.
Xiao Chang LiuShanghai Special Equipment Supervision and Inspection Technology Institute, Shanghai, China.
Ran LiuChina Special Equipment Inspection and Research Institute, Beijing, China.
Ze Shi YangSchool of Management Science and Engineering, China Jiliang University, Hangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Special equipment operator safety behavior is a critical factor in preventing accidents involving special equipment. To mitigate such incidents, it is essential to understand and address the stress and coping mechanisms of operators. This study, grounded in the transactional theory of stress (TTS), aims to identify the stressors associated with special equipment operators and to examine the relationships between these stressors, cognitive appraisal, coping strategies, and safety behavior. Methods: This research employed a quantitative method, with data collected through a questionnaire survey, a total 735 validity responses was collected and analyzed using SmartPLS. Results: The results demonstrate that low social status (LSS), harsh working environments (HWE), physiological fatigue (PF), and responsibility pressure (RP) are significant stressors for special equipment operators. Moreover, the study reveals that emotion-focused coping mediates the relationships between threat appraisal (TA) and safety behavior, as well as between harm appraisal and safety behavior. In addition, problem-focused coping is found to mediate the relationship between challenge appraisal (CA) and safety behavior. Furthermore, government intervention is shown to negatively moderate the relationship between emotion-focused coping and safety behavior. Discussion: This study contributes to a deeper understanding of the transactional theory of stress and provides practical insights for accident prevention, offering valuable guidance for enhancing occupational safety.

Indexed as

Accidents, OccupationalStress, PsychologicalAdaptation, PsychologicalChinaCoping SkillsEast Asian PeopleHumansSurveys and QuestionnairesWorking Conditionsappraisalcoping strategysafety behaviorspecial equipment operatorsstressorstransactional theory of stress

Identifiers

PMID41859260
PMCPMC12996098

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.