距离相关分析法在航空维修人为差错分析中的应用

目的为有效预防人为差错,制定相应可靠的预防机制和措施提供科学依据。方法将距离相关分析法应用到航空维修人为差错综合分析中,计算出航空维修人为差错相关系数,对各个影响因素进行数学化表达。结合距离相关分析理论,对相关系数进行定性分析。结果该方法切实可行,分析结果易于理解,影响航空维修人为差错的各个因素之间有着密不可分的联系。因组织管理与因业务技能因素导致的人为差错的相关系数为0.983。结论制定预防航空维修人为差错的措施时,应将各个因素进行综合考量。

Application of Distance Correlation Analysis Method in Analysis of Human Error in Aviation Maintenance

Objective To provide a scientific basis for finding effective ways to prevent human error and developing appropriate and reliable prevention mechanisms and measures. Methods The distance correlation analysis method was applied to the comprehensive analysis of human error in aviation maintenance, and the error correlation coefficient of aviation maintenance personnel was calculated, and each influencing factor was quantified. Based on the theory of distance correlation analysis, the correlation coefficient was qualitatively analyzed. Results The method was practical and the analysis results were easy to be understood. There was a close correlation between the various factors that influence the human error in aviation maintenance. The correlation coefficient of human errors caused by organizational management and business skill was 0.983. Conclusion Comprehensive consideration should be given to each factor when formulating measures to prevent human error.