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Investigating Human Factors and Ergonomics research: a 4S framework
Yuchu Chen1,2, Xupu Chen1,2, Shanguang Chen3
1Center for Psychological Sciences, Zhejiang University, Hangzhou, China.
Ergonomics
|August 1, 2025
Summary
Human Factors and Ergonomics (HFE) research in special domains like healthcare and military is limited, with most studies using simulations rather than real-world settings. Collaboration between academia and industry is notable.
Area of Science:
- Human Factors and Ergonomics (HFE)
- Applied Psychology
- Systems Engineering
Background:
- Human Factors and Ergonomics (HFE) has historical roots in specialized fields, including military applications.
- The extent to which contemporary HFE research continues to address these critical special domains remains under-examined.
Purpose of the Study:
- To analyze trends in Human Factors and Ergonomics (HFE) research focused on special domains between 2011 and 2023.
- To evaluate the methodologies, settings, and populations utilized in HFE studies targeting specialized environments.
Main Methods:
- A systematic review of articles published in 'Ergonomics' and 'Human Factors' journals from 2011 to 2023.
- Application of the 4S framework (special environments, machines, tasks, humans) to categorize research characteristics.
- Analysis of study settings (low-fidelity vs. real-world), machine involvement, task types, operator representation, and research collaborations.
Main Results:
- Less than one-third of reviewed articles addressed special domains, primarily healthcare, military, and aviation.
- Nearly half of these studies utilized low-fidelity environments, with only about 10% conducted in real-world settings.
- Skill-based tasks dominated experimental designs, while real machines and front-line operators were included in 18.1% and ~50% of studies, respectively. One-third involved academic-industry collaboration.
Conclusions:
- Human Factors and Ergonomics (HFE) research in special domains is relatively scarce, with a significant reliance on simulated environments.
- There is a need to increase the use of real-world settings and authentic operational contexts to enhance the ecological validity of HFE research in specialized fields.
- The findings highlight opportunities for improving the relevance and impact of HFE research for critical operational domains.

