Integrating Ergonomics and sustainability: A framework with LDA methodology and implementation roadmap

被引:3
作者
Amjad, Asim [1 ,2 ]
Butt, Shahid Ikramullah [1 ]
Agha, Mujtaba Hassan [3 ]
Ahmad, Ayyaz [4 ]
Zhang, Faping [5 ]
Ahmad, Shamraiz [1 ]
机构
[1] Natl Univ Sci & Technol, Sch Mech & Mfg Engn, Islamabad 44000, Pakistan
[2] Univ Punjab, Dept Ind Engn & Management, Lahore 54590, Pakistan
[3] Natl Univ Sci & Technol, Nust Business Sch NBS, Islamabad 44000, Pakistan
[4] Univ Hail, Dept Ind & Syst Engn, Hail, Saudi Arabia
[5] Beijing Inst Technol, Dept Mech Engn, Beijing, Peoples R China
关键词
Text mining; Human factors and ergonomics; Sustainability; Latent dirichlet allocation (LDA); Sustainable development; Manufacturing performance; INDOOR AIR-QUALITY; GREEN ERGONOMICS; LEAN PRODUCTION; ASSESSMENT MODEL; WORK SYSTEMS; DESIGN; CHALLENGES; MUSCULOSKELETAL; TECHNOLOGY; POLLUTION;
D O I
10.1016/j.techsoc.2023.102369
中图分类号
D58 [社会生活与社会问题]; C913 [社会生活与社会问题];
学科分类号
摘要
Sustainability has received increased interest from academics in various domains. However, the role of ergo-nomics/human factors in sustainability related literature has not received the same level of interest, especially in the context of future research directions. For the advancement in the field of ergonomics/human factors, sus-tainability is critical to fulfilling the stakeholder's needs, putting eco-friendly and cost-effective arbitration into practice, and providing ergonomic solutions sensitive to human-wellbeing. This paper has identified the critical research areas in which ergonomics/human factors can amalgamate with sustainability using the unsupervised machine learning algorithm 'Latent Dirichlet allocation'. The results show that the text mining technique effectively analyzes ergonomics/human factors discipline in sustainability. Furthermore, a conceptual frame-work is developed that identifies three potential research themes, which academicians and practitioners can apply as a good starting point for future research endeavors. In addition to that, this study also proposed a manufacturing system model for measuring performance based on Plan-Do-Check-Act (PDCA) cycle. Selections of lean, sustainability, and ergonomics/human factors tools are the key points for consideration when measuring performance on the proposed manufacturing system model stages.
引用
收藏
页数:14
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