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Using workers’ compensation claims data to characterize occupational injuries in the biofuels industry

机译:使用工人的补偿索赔数据来表征生物燃料行业的职业伤害

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Biofuels production is a fast growing and emerging industry. Occupational injuries are a serious problem due to their human, financial and social costs, yet little research has been published on injuries in the biofuels industry. Learning from past injuries are essential for preventing future occurrences, but the lack of injury information hinders this effort in the biofuels industry. The present study addresses this knowledge gap by utilizing data from over 900 workers’ compensation claims reported from 2008 to 2016 by ethanol and biodiesel facilities in the U.S. to characterize injury costs and severity. The total amount paid for each claim was used as a measure of injury severity, and the effects of age, tenure, type of claim, body part injured, nature and, cause of injury on the cost of work-related injuries were investigated. Contingency tables were used to classify the variable pairs, chi-square test and chi-square residuals were employed to evaluate the relation between the variable pairs and identify the at-risk groups. Results showed age, tenure of employee, type of claim, body part injured, nature of injury and, cause of injury have a significant influence in determining the claim amount. Age group 46–50, tenure group 1–2?years, strain and fractures injuries, slips, falls, or trips and, injuries to lower extremities were some of the at-risk groups identified. The findings from the study will assist biofuel producers to develop precisely targeted safety interventions that are effective in preventing worker injuries and also mitigating the financial and social losses from occupational injuries.
机译:生物燃料生产是一种快速增长和新兴的行业。职业伤害是由于人类,财务和社会成本的严重问题,但在生物燃料行业的伤害上发表了很少的研究。从过去的伤害中学习对于防止未来的事件至关重要,但缺乏伤害信息阻碍了在生物燃料行业中的这种努力。本研究通过利用来自2008年至2016年的900多名工人赔偿索赔的数据通过美国乙醇和生物柴油设施在美国乙醇和生物柴油设施中涉及伤害成本和严重程度来解决这一知识差距。针对每个索赔支付的总金额作为伤害严重程度的衡量标准,并调查了年龄,任期,索赔类型,身体受伤,性质和伤害原因对工作相关伤害成本的影响。应急表用于分类可变对,采用Chi-Square测试和Chi-Square Reseuls来评估可变对与风险群体之间的关系。结果表明,员工的年龄,任期,索赔类型,身体部位受伤,伤害性质,伤害原因对确定申请金额有重大影响。年龄组46-50,任期组1-2?岁月,菌株和骨折损伤,滑坡,跌落或绊倒,下肢损伤是鉴定的一些风险群体。该研究的调查结果将协助生物燃料生产商开发精确的针对性安全干预,这些安全干预措施有效地防止工人伤害,并减轻了职业伤害的财务和社会损失。

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