A Factorial Analysis of Industrial Safety

Abstract

In spite of all the efforts in different industries to reduce the number of undesirable accidents, a lot of events always threaten industrial societies. These events often cause huge damages to the environment, facilities, fatalities and disabilities for people. Therefore, it is important to analyse the numerous variables associated with industrial accident considerations and the inter play among these variables. This paper adopts a novel combination of two statistical methods to analyse the various hazards factors in the most important sector of the economy. In this analysis, critical hazards variables were identified and classified based on HSE (Health Safety and Environment) standards. Kendall's Coefficient of Concordance (KCC ) and Principal Component Analysis (PCA) were employed to analyse the set of data generated from respondents and were summarized into a number of factors that promotes occupational safety and health in industries. KCC was used to analyze data matrix generated by thirteen Judges who were requested to rank the thirty two identified hazards variables in merit order of sequentiality scaled with 5-point Rensis Likert's attitudinal scale and administered to 22 respondents where only 13 were retrieved. The PCA aided by StatistiXL software package was proficient to achieving parsimony in factor reduction from thirty-two variables to mere five factors. The results obtained by KCC suggested that the judges ranking of the thirty two variables were consistent with index of concordance computed as W = 0.958. The result by PCA indicates that five factors creatively labelled: Work World Culture, Ground Rule Matters, Safety Considerations, Work Condition and Perception of Safety represent the principal factors that influence the industrial safety. This study unwrapped the deeper meanings associated with multi-dimensional factors in industrial safety.

Object Detection by Attention-Guided Feature Fusion Network

“…Accidents in the industrial sector are uncommon, but when they do occur, they frequently result in significant losses [9]. When it comes to preserving human health, few people perceive the impact of protective gear, and it's possible that it goes unnoticed.…”