Predicting fatal fall from heights accidents using random forest classification machine learning model

A Zermane, MZM Tohir, H Zermane, MR Baharudin… - Safety science, 2023 - Elsevier
The focus of this paper is to use machine learning to create a prediction model that detects
the probable factors impacting fatal falls from heights accidents at the Malaysia construction …

Fatal occupational injuries in the Malaysian construction sector–causes and accidental agents

A Ayob, AA Shaari, MFM Zaki… - IOP Conference Series …, 2018 - iopscience.iop.org
The construction sector is associated with various accidents and fatal injuries. These
occupational accidents are caused by numerous factors, such as lack of supervision; lack of …

Assessment of subjective workplace well-being of construction workers: A bottom-up approach

D Carvajal-Arango, A Vasquez-Hernandez… - Journal of Building …, 2021 - Elsevier
Construction industry has an especially important impact on employment generation.
However, during the construction process, the workplace well-being of construction workers …

The Impact of Safety Priorities on the Economic Management of Projects: A Review.

AA Marzooq, HA Rashid - International Journal of Safety & …, 2023 - search.ebscohost.com
A systematic study for analyzing the foundational concerns of safety economics was
presented in this study. Firstly, safety, its historical background, and the accidental issues in …

Impact of human development on safety consciousness in construction

S Baradan, SU Dikmen… - International journal of …, 2019 - Taylor & Francis
The International Labour Organization (ILO) reports that the risk of fatal occupational injuries
in developing countries is almost twice as high as in developed countries, indicating a …

Integration of automated safety rule checking (ASRC) system for safety planning BIM-based projects in Malaysia

R Takim, MH Zulkifli, AH Nawawi - Procedia-Social and Behavioral …, 2016 - Elsevier
It has been observed that safety and project execution planning has been carried out
separately for most Building Information Modelling (BIM)-Based projects. As such, it leads to …

Rate of occurrence of fatal accidents in Malaysian construction industry after BIM implementation

AD Rafindadi, M Napiah, I Othman, M Mikić… - … of Engineering and …, 2020 - papers.ssrn.com
Construction industry impacts the health and safety of its workers tremendously. This study is
aimed to determine the rate of occurrence of fatal accidents after BIM implementation in …

Technical Analysis of Occupational Fatal Accidents in Malaysia Using Machine Learning Techniques

H Zermane, A Zermane, MZM Tohir - IEEJ Journal of Industry …, 2024 - jstage.jst.go.jp
With the rapid economic growth of Malaysia, workplace accidents have increased
drastically, according to the Department of Occupational Safety and Health (DOSH). This …

Case studies on the current safety issue and work behaviour of construction site workers in Malaysia

A Zulkeflee, N Faisol, F Ismail… - International Journal of …, 2020 - researchportal.hw.ac.uk
Vast developing countries like Malaysia are often linked to an excellent economic growth
and rapid construction development. Therefore, the operational safety issues have always …

Determination of poor compliance with OSH rules of construction workers using ordinal regression model

ÖA Kale - Mugla Journal of Science and Technology, 2020 - dergipark.org.tr
Occupational accidents in the construction industry constitute one of the major problems in
Turkey. The industry alone is responsible for 32.0% of all fatal industrial accidents from 1992 …