ANALYSIS OF THE LEVEL OF OCCUPATIONAL INJURIES

T.I. Rusakova
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Abstract

Problem statement. The task of the research is evaluation the dynamics of changes in the level of injuries at work depending on the main causes of the accident. Technical, organizational, psychophysiological, technogenic, social, natural and environmental causes are closely interrelated and have a significant impact on the number of victims of accidents at the industrial plants, as well as on the number of victims of accidents with fatal consequences. The purpose of the article. The assessment of changes in industrial injuries at Ukrainian enterprises during 2010−2022. The establishing connection between social and industrial factors affecting the rate of industrial accidents. The creation of correlation-regression models for statistical evaluation and analysis of the influence of factor variables on the results of injury. Methodology. The use of descriptive statistics for the analysis of the dynamics of changes in the level of industrial injuries. Carrying out a correlation analysis to establish the density of connection between factor variables and resulting features. The use of regression-variance analysis to obtain coefficients of regression mathematical models and statistical indicators that explain the probability of significance of these coefficients. Calculation of the value of the relative error of the calculation data obtained according to mathematical models to confirm their adequacy. Scientific novelty. Multiple correlation-regression models have been developed that take into account the main causes of the accident as factor variables affecting the injury rate and the rate of fatal accidents. Practical significance. Mathematical models make estimate the impact of the main causes of accidents on the level of industrial injuries. The implementation of improved methods and means of safe activity at work is an important tool for correcting the cause-and-effect relationships of industrial injuries. Conclusions. The correlation-regression models were created to analyze the level of industrial injuries in Ukraine. The numerical calculations were carried out according to these models. The average values of the relative errors of the calculated data are 1.55 % and 6.08 %, which indicates the adequacy of the developed models.
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职业伤害水平分析
问题陈述。这项研究的任务是根据事故的主要原因对工伤水平的动态变化进行评估。技术原因、组织原因、心理生理原因、技术原因、社会原因、自然原因和环境原因密切相关,对工厂事故受害者人数以及造成致命后果的事故受害者人数有重大影响。文章的目的评估 2010-2022 年间乌克兰企业工伤事故的变化情况。建立影响工伤事故发生率的社会和工业因素之间的联系。建立相关-回归模型,用于统计评估和分析因素变量对工伤结果的影响。方法。利用描述性统计分析工伤事故水平的动态变化。进行相关分析,确定因素变量与结果特征之间的联系密度。使用回归-方差分析法获得回归数学模型的系数和解释这些系数重要性概率的统计指标。计算根据数学模型获得的计算数据的相对误差值,以确认其适当性。科学新颖性。建立了多重相关-回归模型,将事故的主要原因作为影响受伤率和死亡事故率的因素变量加以考虑。实际意义。数学模型可以估算事故主要原因对工伤水平的影响。改进工作安全活动的方法和手段是纠正工伤因果关系的重要工具。结论建立了相关-回归模型来分析乌克兰的工伤水平。根据这些模型进行了数值计算。计算数据的相对误差平均值为 1.55 % 和 6.08 %,这表明所建立的模型是适当的。
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