An analysis of occupational accidents involving national and international construction workers in Spain using the association rule technique

被引:8
|
作者
Martinez-Rojas, Maria [1 ]
Soto-Hidalgo, Jose Manuel [2 ]
Martinez-Aires, Maria Dolores [3 ]
Rubio-Romero, Juan Carlos [1 ]
机构
[1] Univ Malaga, Dept Econ & Business Management, Malaga, Spain
[2] Univ Granada, Dept Comp Architecture & Technol, Granada, Spain
[3] Univ Granada, Dept Architectural Construct, Granada, Spain
关键词
health and safety; construction; association rules; accidents; DATA MINING TECHNIQUES; SAFETY MANAGEMENT; INJURIES; PATTERNS; INDUSTRY; HEALTH; PERFORMANCE; PROJECTS; BEHAVIOR; FOREIGN;
D O I
10.1080/10803548.2021.1901433
中图分类号
TB18 [人体工程学];
学科分类号
1201 ;
摘要
Worker safety awareness on construction sites is a major concern due to the hazardous work conditions. Additionally, globalization is increasing the cultural diversity of the workforce and this influences workers' attitudes, beliefs and behaviour. The growing number of migrant workers in this sector has become a distinctive feature of the industry's labour market. The objective of this article is to analyse occupational accidents that occurred on Spanish construction sites while taking into consideration the nationality of the workers. Due to the large number of accidents and attributes associated with them, the use of association rules is proposed. Overall, results evince similar behaviour, although interesting differences can be observed regarding the occupation of workers. In addition, the results are in accordance with previous studies carried out in other countries. The analysis of these accidents will serve to establish initiatives that provide safer work environments.
引用
收藏
页码:1490 / 1501
页数:12
相关论文
共 28 条
  • [21] Characteristics analysis of intercontinental sea accidents using weighted association rule mining: Evidence from the Mediterranean Sea and Black Sea
    Huang, Daozheng
    Liang, Tiantian
    Hu, Shenping
    Loughney, Sean
    Wang, Jin
    OCEAN ENGINEERING, 2023, 287
  • [22] DSR and DSDV Routing Protocol Analysis Using NS2 and Association Rule Mining Technique
    Yadav, Vinay
    Singh, Divakar
    PROCEEDINGS OF INTERNATIONAL CONFERENCE ON INTERNET COMPUTING AND INFORMATION COMMUNICATIONS (ICICIC GLOBAL 2012), 2014, 216 : 391 - 403
  • [23] Reversing accidents involving pedestrians: an epidemiological investigation and cluster analysis using a novel database derived from Swedish National Register data
    Amin, Khabat
    Nilson, Finn
    Bonander, Carl
    Carlsson, Anna
    TRAFFIC INJURY PREVENTION, 2024,
  • [24] An improved approach to analyze accidents and promote road safety using association rule mining and multi-criteria decision analysis methods
    Zeinab F.
    Ali K.
    Bassam D.
    Pierre C.
    Zeinab, Farhat (zaynabfarhat@live.com), 1600, Bentham Science Publishers, P.O. Box 294, Bussum, 1400 AG, Netherlands (13): : 731 - 746
  • [25] Analysis of Bridge Construction as a Restoration Technique for Everglades National Park, FL, USA, Using Hydrological Numerical Modeling
    Long, Stephanie A.
    Cook, Amy M.
    Fennema, Robert
    Tachiev, Georgio I.
    Villamizar, Viviana
    Kotun, Kevin
    Miralles-Wilhelm, Fernando
    JOURNAL OF HYDRAULIC ENGINEERING, 2016, 142 (04)
  • [26] Work-related injuries and illnesses and their association with hour of work: Analysis of the Oregon construction industry in the US using workers' compensation accepted disabling claims, 2007-2013
    Yang, Liu
    Branscum, Adam
    Smit, Ellen
    Dreher, David
    Howard, Karen
    Kincl, Laurel
    JOURNAL OF OCCUPATIONAL HEALTH, 2020, 62 (01)
  • [28] Analysis of Association of Occupational Physical Activity, Leisure-Time Physical Activity, and Sedentary Lifestyle with Hypertension according to the Adherence with Aerobic Activity in Women Using Korea National Health and Nutrition Examination Survey 2016-2017 Data
    Ryu, Mikyung
    Lee, Sol
    Gym, Ho
    Baek, Weon-Chil
    Kimm, Heejin
    INTERNATIONAL JOURNAL OF HYPERTENSION, 2020, 2020