Predictive Safety Analytics: Reducing Risk through Modeling and Machine Learning

Predictive Safety Analytics uses data and advanced analytical techniques, such as machine learning, to break through the plateau problem and improve safety rates. The book provides a path to get there, starting with simple data and highlighting real examples and case studies.

Format: Hardback
Length: 88 pages
Publication date: 29 September 2023
Publisher: Taylor & Francis Ltd

Predictive Safety Analytics presents a groundbreaking opportunity to overcome the stagnant problem of safety rate improvements in many organizations. By leveraging data, coupled with advanced analytical techniques such as machine learning, safety professionals can achieve unprecedented success in improving safety outcomes. This book serves as a valuable guide for those seeking to break through the plateau and unlock the full potential of predictive safety analytics.

The use of data, combined with advanced analytical techniques, has become a proven and successful innovation in the field of safety. The book "Predictive Safety Analytics" takes readers on a journey to explore this transformative approach, providing a clear roadmap to guide them toward success. It begins by emphasizing that the book can "meet you where you are" by illuminating a path to get there, starting with simple data that organizations likely already possess.

Throughout the book, real-world examples and case studies are presented to illustrate the practical applications of predictive safety analytics. These examples serve as valuable inspiration for readers, offering practical ideas and strategies that can be tailored to their specific contexts. By leveraging data and forward-looking analytics, organizations can reduce safety incidents and improve overall safety performance.

The book provides a comprehensive framework for implementing predictive safety analytics, covering topics such as data collection, data analysis, and model development. It also delves into the importance of continuous improvement and the need for a culture of safety within organizations.

In conclusion, "Predictive Safety Analytics" is a must-read for safety professionals and organizations seeking to improve safety outcomes and break through the plateau problem. By leveraging data and advanced analytical techniques, safety professionals can unlock the full potential of predictive safety analytics and create a safer and more sustainable future.

Weight: 340g
Dimension: 216 x 138 (mm)
ISBN-13: 9781032424385