Machine learning in occupational accident analysis: A review using science map** approach with citation network analysis

S Sarkar, J Maiti - Safety science, 2020 - Elsevier
The present study reviews the publications that examine the application of machine learning
(ML) approaches in occupational accident analysis. The review process includes four …

Applications of digital twin technology in construction safety risk management: a literature review

Q Luo, C Sun, Y Li, Z Qi, G Zhang - Engineering, construction and …, 2024 - emerald.com
Purpose With increasing complexity of construction projects and new construction processes
and methods are adopted, more safety hazards are emerging at construction sites, requiring …

Prediction of construction accident outcomes based on an imbalanced dataset through integrated resampling techniques and machine learning methods

K Koc, Ö Ekmekcioğlu, AP Gurgun - Engineering, Construction and …, 2022 - emerald.com
Purpose Central to the entire discipline of construction safety management is the concept of
construction accidents. Although distinctive progress has been made in safety management …

Occupational health and safety of multinational construction companies through evaluation of corporate social responsibility reports

M Mavroulidis, P Vouros, S Fotiadis… - Journal of safety …, 2022 - Elsevier
Introduction: The aim of this paper is to examine Occupational Health and Safety (OHS)
behavior in the construction industry through the assessment of Corporate Social …

Predicting the outcome of construction incidents

BU Ayhan, OB Tokdemir - Safety science, 2019 - Elsevier
Abstract Ensuring the Occupational Health and Safety (OHS) is the utmost essential issue for
all construction projects. The problem with the construction industry is that even though there …

Using the past to map out the future of occupational health and safety research: where do we go from here?

D Fan, CJ Zhu, AR Timming, Y Su… - … International Journal of …, 2020 - Taylor & Francis
The purpose of this study is to take stock of the extant research on occupational health and
safety (OHS) with the aim of identifying gaps and map** out a future research agenda for …

How does adopting occupational health and safety management practices affect outcomes for employees? The case of Vietnamese SMEs

NT Nguyen - International Review of Economics & Finance, 2023 - Elsevier
While most research examines corporate performance, only a few studies examine the effect
of occupational health and safety management practices on outcomes for employees. Using …

An extension of the failure mode and effect analysis with hesitant fuzzy sets to assess the occupational hazards in the construction industry

J Heidary Dahooie, AS Vanaki, HR Firoozfar… - International journal of …, 2020 - mdpi.com
The construction industry is considered as one of the most dangerous industries in terms of
occupational safety and has a high rate of occupational incidents and risks compared to …

A Dominance based Rough Set analysis for investigating employee perception of safety at workplace and safety compliance

A Singh, SC Misra - Safety science, 2020 - Elsevier
Managing safety in the workplace is a pressing need for organizations and firms especially
in the highly competitive world where the success of firms hinges on the overall productivity …

Role of national conditions in occupational fatal accidents in the construction industry using interpretable machine learning approach

K Koc - Journal of Management in Engineering, 2023 - ascelibrary.org
Current national occupational safety and health (OSH) initiatives follow reactive approaches,
ie, if it breaks, fix it. Existing accounts, however, failed to improve national OSH …