Literature DB >> 29553883

Workplace injuries, safety climate and behaviors: application of an artificial neural network.

A Mohammed Abubakar1, Himmet Karadal2, Steven W Bayighomog3, Ethem Merdan4.   

Abstract

This article proposes and tests a model for the interaction effect of the organizational safety climate and behaviors on workplace injuries. Using artificial neural network and survey data from 306 metal casting industry employees in central Anatolia, we found that an organizational safety climate mitigates workplace injuries, and safety behaviors enforce the strength of the negative impact of the safety climate on workplace injuries. The results suggest a complex relationship between the organizational safety climate, safety behavior and workplace injuries. Theoretical and practical implications are discussed in light of decreasing workplace injuries in the Anatolian metal casting industry.

Entities:  

Keywords:  artificial neural network; safety behavior; safety climate; workplace injuries

Mesh:

Year:  2018        PMID: 29553883     DOI: 10.1080/10803548.2018.1454635

Source DB:  PubMed          Journal:  Int J Occup Saf Ergon        ISSN: 1080-3548


  4 in total

1.  Occupational Safety Climate in the Swedish Equine Sector.

Authors:  Cecilia Lindahl; Åsa Bergman Bruhn; Ing-Marie Andersson
Journal:  Animals (Basel)       Date:  2022-02-11       Impact factor: 2.752

2.  Occupational Contact Dermatitis in Employees of Large-Scale Narcotic Crop Farms of Ethiopia: Prevalence and Risk Factors. A Self-Reported Study Using the Nordic Occupational Skin Questionnaire.

Authors:  Aiggan Tamene
Journal:  Environ Health Insights       Date:  2021-10-07

3.  Determinants predicting the electronic medical record adoption in healthcare: A SEM-Artificial Neural Network approach.

Authors:  Amina Almarzouqi; Ahmad Aburayya; Said A Salloum
Journal:  PLoS One       Date:  2022-08-16       Impact factor: 3.752

4.  How Safety Climate Impacts Safety Voice-Investigating the Mediating Role of Psychological Safety from a Social Cognitive Perspective.

Authors:  Yunfeng Sun; Hao Yang; Xiang Wu; Yifeng Jiang; Chongyang Qian
Journal:  Int J Environ Res Public Health       Date:  2022-09-20       Impact factor: 4.614

  4 in total

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