Volume 11, Issue 2 (6-2021)
J Health Saf Work 2021, 11(2): 176-195 |
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Mahdinia M, Mirzaei Aliabadi M, Soltanzadeh A, Soltanian A R, Mohammadfam I. Identifying, Evaluating and Determining of The Most Important Predictive Variables of Safety Situation Awareness Using Fuzzy Logic Approach. J Health Saf Work 2021; 11 (2) :176-195
URL: http://jhsw.tums.ac.ir/article-1-6496-en.html
URL: http://jhsw.tums.ac.ir/article-1-6496-en.html
Mohsen Mahdinia1 
, Mostafa Mirzaei Aliabadi2 , Ahmad Soltanzadeh1 , Ali Reza Soltanian3 , Iraj Mohammadfam * 4
, Mostafa Mirzaei Aliabadi2 , Ahmad Soltanzadeh1 , Ali Reza Soltanian3 , Iraj Mohammadfam * 4
1- Department of Occupational Health, School of Public Health, Qom University of Medical Sciences, Qom, Iran
2- Center of Excellence for Occupational Health, Research Center for Health Sciences, Hamadan University of Medical Sciences, Hamadan, Iran
3- Modeling of Noncommunicable Diseases Research Center, Department of Biostatistics, School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran
4- Center of Excellence for Occupational Health, Research Center for Health Sciences, Hamadan University of Medical Sciences, Hamadan, Iran , mohammadfam@umsha.ac.ir
2- Center of Excellence for Occupational Health, Research Center for Health Sciences, Hamadan University of Medical Sciences, Hamadan, Iran
3- Modeling of Noncommunicable Diseases Research Center, Department of Biostatistics, School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran
4- Center of Excellence for Occupational Health, Research Center for Health Sciences, Hamadan University of Medical Sciences, Hamadan, Iran , mohammadfam@umsha.ac.ir
Abstract: (1784 Views)
Introduction: Safety situation awareness is an important element affecting operator's reliability and safety performance, which is influenced by various variables. Identification of these variables and their relationship will play a major role in optimizing control measures. The present study was conducted for this purpose.
Material and Methods: This study was based on the situation awareness, expert’s opinions and use of a Fuzzy multi-criteria decision-making method. Triangular fuzzy numbers was used to quantify the experts' judgments and to reduce the errors that result from theirs’ subjective evaluation on the relationships between the variables.
Results: The results showed that the studied organizational variables together with "safety/g knowledge" and "experience in job/specific task” are the most important predictive variables of situation awareness. Among the organizational variables, "Organizational Safety Attitudes", "Safe System Design" and "Education" are the most important determinants of safety situation awareness.
Conclusion: Fuzzy logic was used to aggregate expert opinions to determine the most important variables affecting situation awareness and their cause-effect relationships. Organizational variables are the main determinants of situation awareness. To improve situation awareness, the best results are obtained by modifying effective root variables, i.e., organizational variables and some individual variables.
Material and Methods: This study was based on the situation awareness, expert’s opinions and use of a Fuzzy multi-criteria decision-making method. Triangular fuzzy numbers was used to quantify the experts' judgments and to reduce the errors that result from theirs’ subjective evaluation on the relationships between the variables.
Results: The results showed that the studied organizational variables together with "safety/g knowledge" and "experience in job/specific task” are the most important predictive variables of situation awareness. Among the organizational variables, "Organizational Safety Attitudes", "Safe System Design" and "Education" are the most important determinants of safety situation awareness.
Conclusion: Fuzzy logic was used to aggregate expert opinions to determine the most important variables affecting situation awareness and their cause-effect relationships. Organizational variables are the main determinants of situation awareness. To improve situation awareness, the best results are obtained by modifying effective root variables, i.e., organizational variables and some individual variables.
Type of Study: Research |
Received: 2021/06/12 | Accepted: 2021/06/12 | Published: 2021/06/12
Received: 2021/06/12 | Accepted: 2021/06/12 | Published: 2021/06/12
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