Insights from the Field: A Comprehensive Analysis of Industrial Accidents in Plants and Strategies for Enhanced Workplace Safety
Hasanika Samarasinghe, Shadi Heenatigala
TL;DR
The paper addresses improving workplace safety by analyzing 425 industrial incidents from 12 plants in Brazil sourced from Kaggle. It applies descriptive analytics and data visualization to reveal sectoral risk patterns, gender disparities, injury severity, and third-party worker exposure. The findings show mining and metals dominate incidents, with a strong male predominance and higher risk among third-party workers, underscoring workforce composition as a key risk factor. The authors advocate a data-driven safety-management approach, including strengthened SOPs, maintenance, real-time reporting, and auto-electronic safety management systems to foster a preventive safety culture and reduce accidents.
Abstract
The study delves into 425 industrial incidents documented on Kaggle [1], all of which occurred in 12 separate plants in the South American region. By meticulously examining this extensive dataset, we aim to uncover valuable insights into the occurrence of accidents, identify recurring trends, and illuminate underlying causes. The implications of this analysis extend beyond mere statistical observation, offering organizations an opportunity to enhance safety and health management practices. Our findings underscore the importance of addressing specific areas for improvement, empowering organizations to fortify safety measures, mitigate risks, and cultivate a secure working environment. We advocate for strategically applying statistical analysis and data visualization techniques to leverage this wealth of information effectively. This approach facilitates the extraction of meaningful insights and empowers decision-makers to implement targeted improvements, fostering a preventive mindset, and promoting a safety culture within organizations. This research is a crucial resource for organizations committed to transforming data into actionable strategies for accident prevention and creating a safer workplace.