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The Effect of Safety Attitudes on Coal Miners’ Human Errors: A Moderated Mediation Model

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  • Lixia Niu

    (School of Business and Management, Liaoning Technical University, Huludao 125100, China)

  • Rui Zhao

    (School of Business and Management, Liaoning Technical University, Huludao 125100, China)

Abstract

With the advancement of digital technology, the operation scenarios and work of miners have changed. Although the rate of accidents caused by unsafe conditions is decreasing year by year, the rate of accidents caused by human errors is still high. To investigate the influencing factors of miners’ human errors in the context of smart mines, based on the attitude–behavior model, this paper introduced two variables, situational awareness and task complexity, and established a moderated mediation model to explore the path of safety attitudes on human errors. Using time-lagged data from 246 full-time miners working at smart mines, we found that miners’ safety attitudes were effective in reducing human errors, miners’ safety attitudes reduced human errors through the mediation of situational awareness, and task complexity enhanced the positive relationship between safety attitudes and situational awareness, thus positively moderating the indirect relationship between safety attitudes and human errors. The findings advance a new understanding of how safety attitudes can reduce miners’ human errors. They also provide practical implications on the importance of leadership and finding ways to promote situational awareness as well as maintaining good safety attitudes.

Suggested Citation

  • Lixia Niu & Rui Zhao, 2022. "The Effect of Safety Attitudes on Coal Miners’ Human Errors: A Moderated Mediation Model," Sustainability, MDPI, vol. 14(16), pages 1-14, August.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:16:p:9917-:d:885434
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    References listed on IDEAS

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    1. Jiangshi Zhang & Na Chen & Gui Fu & Mingwei Yan & Young-Chan Kim, 2016. "The Safety Attitudes of Senior Managers in the Chinese Coal Industry," IJERPH, MDPI, vol. 13(11), pages 1-11, November.
    2. Zio, E., 2009. "Reliability engineering: Old problems and new challenges," Reliability Engineering and System Safety, Elsevier, vol. 94(2), pages 125-141.
    3. Xiangcheng Meng & Huaiyuan Zhai & Alan H. S. Chan, 2019. "Development of Scales to Measure and Analyse the Relationship of Safety Consciousness and Safety Citizenship Behaviour of Construction Workers: An Empirical Study in China," IJERPH, MDPI, vol. 16(8), pages 1-18, April.
    4. Ji, Ming & Liu, Bo & Li, Hongwei & Yang, Shiyun & Li, Ying, 2019. "The effects of safety attitude and safety climate on flight attendants’ proactive personality with regard to safety behaviors," Journal of Air Transport Management, Elsevier, vol. 78(C), pages 80-86.
    5. Xiang Wu & Wenwen Yin & Chunlin Wu & Yuanlong Li, 2017. "Development and Validation of a Safety Attitude Scale for Coal Miners in China," Sustainability, MDPI, vol. 9(12), pages 1-12, November.
    6. Yuanlong Li & Xiang Wu & Xiaowei Luo & Jingqi Gao & Wenwen Yin, 2019. "Impact of Safety Attitude on the Safety Behavior of Coal Miners in China," Sustainability, MDPI, vol. 11(22), pages 1-21, November.
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    Cited by:

    1. Ahmet Tasdelen & Alper M. Özpinar, 2023. "A Dynamic Risk Analysis Model Based on Workplace Ergonomics and Demographic-Cognitive Characteristics of Workers," Sustainability, MDPI, vol. 15(5), pages 1-11, March.
    2. Jing Feng & Kongling Liu & Qinge Wang, 2025. "Aligning with SDGs in Construction: The Foreman as a Key Lever for Reducing Worker Risk-Taking," Sustainability, MDPI, vol. 17(15), pages 1-23, August.
    3. Živilė Stankevičiūtė, 2023. "Job Design for Human and Organisational Sustainability in the Context of Emerging Technologies," Sustainability, MDPI, vol. 15(5), pages 1-3, March.

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