Understanding the relationship between safety investment and safety performance of construction projects through agent-based modeling
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Updated: Mar 20, 2026

An R-Based Landscape Validation of a Competing Risk Model
Published on: September 16, 2022
Miaojia Lu1, Clara Man Cheung2, Heng Li3
1Department of Civil and Environmental Engineering, The Hong Kong Polytechnic University, Hong Kong.
Abstract:
The construction industry in Hong Kong increased its safety investment by 300% in the past two decades; however, its accident rate has plateaued to around 50% for one decade. Against this backdrop, researchers have found inconclusive results on the causal relationship between safety investment and safety performance. Using agent-based modeling, this study takes an unconventional bottom-up approach to study safety performance on a construction site as an outcome of a complex system defined by interactions among a worksite, individual construction workers, and different safety investments. Instead of focusing on finding the absolute relationship between safety investment and safety performance, this study contributes to providing a practical framework to investigate how different safety investments interacting with different parameters such as human and environmental factors could affect safety performance. As a result, we could identify cost-effective safety investments under different construction scenarios for delivering optimal safety performance.
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