Work accidents among shiftworkers in industry
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Assessment of occupational risks In Turkish manufacturing systems with data-driven models
2019, Journal of Manufacturing SystemsCitation Excerpt :Finally, conclusions are given in Section 5. In the literature, studies on the occupational accident analysis can be assessed under four themes: studies that state the record of occupational accidents, which provide useful information to obtain a general view on the accidents with descriptive statistics (e.g. [15,29–35]); studies that present the model types to estimate the possible occupational accident number and the accident results based on the true occupational accidents, which will be the guide for measures to prevent losses (e.g [36–38].) ; studies that consist of literature reviews that provide very important and practical information for researchers (e.g. [39,40]); and studies that express significant information by analyzing a large amount of accident data based on data mining approaches.
Prediction of work-related accidents according to working conditions using support vector machines
2011, Applied Mathematics and ComputationCitation Excerpt :According to the model, those workers who have a very uncomfortable seat are more frequently victims of an occupational accident, as well as those who report neck or upper back discomfort due to physical strain. This point can be explained by the connection between physical discomfort, fatigue, risk and, finally, accident occurrence, as has been shown in different contexts by various authors [52–58]. Another group of interesting variables are those related to psychosocial or stressing factors: P34_2 (Psychosocial possibilities: can get help from boss if asked), P34_11 (Psychosocial possibilities: considers job emotionally demanding) and P45 (Fit between working hours and family or social commitments).
Types and sources of fatal and severe non-fatal accidents in industrial maintenance
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2008, Journal of Occupational and Environmental Medicine