Related Experiment Video
Updated: Jul 26, 2025

Effective Analysis of Human Exposure Conditions with Body-worn Dosimeters in the 2.4 GHz Band
Published on: May 2, 2018
PPE non-compliance among construction workers: An assessment of contributing factors utilizing fuzzy theory
Ahmed Jalil Al-Bayati1, Andrew T Rener2, Michael P Listello3
1The Founding Director of the Construction Safety Research Center, Dept. of Civil and Architectural Engineering, Lawrence Technological Univ., 21000 West Ten Mile Rd., Southfield, MI 48075, United States.
Introduction:
Construction practitioners are at a disproportionately higher risk of fatal and nonfatal injuries compared to practitioners from other industries. The absence of and inappropriate use of personal protective equipment (PPE), hereinafter referred to as PPE non-compliance, are major causes of fatal and nonfatal injuries at construction workplaces.
Method:
Accordingly, a robust 4-step research methodology was employed to investigate and assess factors that contribute to PPE non-compliance. As a result, 16 factors were identified utilizing literature review and ranked utilizing fuzzy set theory and K-means clustering. Top among them: inadequate safety supervision, poor risk perception, lack of climate adaptation, lack of safety training, and lack of management support.
Results:
Managing construction safety in a proactive manner is vital to eliminate or minimize construction hazards and improve overall site safety. Thus, proactive measures to address these 16 factors were identified utilizing a focus group methodology. The validation of the statistical findings with that of the focus groups of industry professionals provides validation of the findings as both practical and actionable.
Practical Applications:
This study significantly contributes to construction safety knowledge and practice which, in turn, aids academic researchers and construction practitioners in their continuous efforts to reduce fatal and nonfatal injuries among construction workers.
Related Concept Videos
Personal Protective Equipment
Factors Affecting Workability
Social Loafing
Obedience
Self-Discrepancy Theory
PPE Use in Healthcare Settings I: Donning

