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Cites:

1

Information Journal Paper

Title

Modeling Causal Factors of Occupational Accidents in Chemical Industries: A 10-Year Field Study in Iran

Pages

  357-365

Abstract

 Analyzing and modeling Causal Factors of occupational accidents play an important role in planning prevention programs. The study aimed to explore the Causal Factors of occupational accidents in chemical industries in Iran. The reports of 1322 accidents from 2007 to 2016 were gathered from 22 chemical industries. First, the Accident Frequency Rate (AFR) was calculated and all the effective factors were reviewed and labeled as “ dependent” and “ independent” factors. Second, Feature Selection was conducted to find the important Causal Factors. Then, Multiple Linear Regression analysis was employed to model the most frequent Causal Factors in accident occurrence. The average accident frequency rate (AFR) was 87. 75± 74. 82. A total of 30 independent casual factors were identified to be eligible for further analysis. Results of Multiple Linear Regression analysis showed that 21 out of 30 important casual factors had the most important role in occupational accidents which are categorized into personal factors, organizational factors, HSE training, risk management, unsafe acts, and conditions as well as the type of accident occurrence. This study revealed that any preventive program should consider the importance of each casual factor in occurring occupational accidents. The higher level of importance needs the higher level of attention.

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    • Cite

    APA: Copy

    DERAKHSHAN JAZARI, MILAD, SOLTANZADEH, AHMAD, HEIDARI, HAMIDREZA, MOHAMMADI, HEIDAR, & MOHAMMADBEIGI, ABOLFAZL. (2021). Modeling Causal Factors of Occupational Accidents in Chemical Industries: A 10-Year Field Study in Iran. IRANIAN JOURNAL OF CHEMISTRY AND CHEMICAL ENGINEERING (IJCCE), 40(1), 357-365. SID. https://sid.ir/paper/776306/en

    Vancouver: Copy

    DERAKHSHAN JAZARI MILAD, SOLTANZADEH AHMAD, HEIDARI HAMIDREZA, MOHAMMADI HEIDAR, MOHAMMADBEIGI ABOLFAZL. Modeling Causal Factors of Occupational Accidents in Chemical Industries: A 10-Year Field Study in Iran. IRANIAN JOURNAL OF CHEMISTRY AND CHEMICAL ENGINEERING (IJCCE)[Internet]. 2021;40(1):357-365. Available from: https://sid.ir/paper/776306/en

    IEEE: Copy

    MILAD DERAKHSHAN JAZARI, AHMAD SOLTANZADEH, HAMIDREZA HEIDARI, HEIDAR MOHAMMADI, and ABOLFAZL MOHAMMADBEIGI, “Modeling Causal Factors of Occupational Accidents in Chemical Industries: A 10-Year Field Study in Iran,” IRANIAN JOURNAL OF CHEMISTRY AND CHEMICAL ENGINEERING (IJCCE), vol. 40, no. 1, pp. 357–365, 2021, [Online]. Available: https://sid.ir/paper/776306/en

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