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Development of Calculation Method for Full-Time Equivalent Workers per Man-Year to Improve Fatality Rate Estimation

Title
Development of Calculation Method for Full-Time Equivalent Workers per Man-Year to Improve Fatality Rate Estimation
Authors
Soh; Jayho; Lee; Jaehyun; Jeong; Jaewook; Jaemin; Son; Jeongwook
Ewha Authors
손정욱
SCOPUS Author ID
손정욱scopus
Issue Date
2024
Journal Title
Sustainability (Switzerland)
ISSN
2071-1050JCR Link
Citation
Sustainability (Switzerland) vol. 16, no. 21
Keywords
construction daily work report; construction man-year; fatality rate; full-time equivalent worker; K-fold cross validation
Publisher
Multidisciplinary Digital Publishing Institute (MDPI)
Indexed
SCIE; SSCI; SCOPUS WOS scopus
Document Type
Article
Abstract
The fatality rate in the construction industry is a key indicator for assessing safety management, with the number of workers being a critical factor in its estimation. Many countries rely on sampling inspections or assumptions to determine the number of workers, which can lead to inaccuracies in evaluating the fatality rate. In this study, we developed a method to calculate the full-time equivalent workers per man-year (FTEWm·y) to more accurately estimate the fatality rate, taking into account building and work types using daily work reports (DWRs). The research process included six steps: (i) selecting a target project; (ii) establishing a database; (iii) developing the FTEWm·y framework based on the DWR; (iv) validating the framework; (v) calculating the FTEWm·y for residential building projects in the Republic of Korea; and (vi) applying the framework. The key findings included the following: the FTEWm·y/USD for residential projects was 1.1 × 10−3 FTEWm·y/USD, with the framework achieving an accuracy of 85.30% and an R2 value of 92.92% through five-fold cross-validation. The FTEWm·y for residential buildings in the Republic of Korea was 4.5 × 107 FTEWm·y, and the fatality rate was 0.011‱. This framework offers a more precise way of evaluating fatality rates by considering specific building and work types, improving safety management practices in the construction industry. © 2024 by the authors.
DOI
10.3390/su16219443
Appears in Collections:
공과대학 > 건축도시시스템공학과 > Journal papers
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