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Heart Rate Variability Measurement to Assess Acute Work-Content-Related Stress of Workers in Industrial Manufacturing Environment - A Systematic Scoping Review

Tran, Tuan-anh ORCID: https://orcid.org/0000-0002-3098-7075, Péntek, Márta ORCID: https://orcid.org/0000-0001-9636-6012, Motahari Nezhad, Hossein ORCID: https://orcid.org/0000-0002-1028-4460, Abonyi, János ORCID: https://orcid.org/0000-0001-8593-1493, Kovács, Levente ORCID: https://orcid.org/0000-0002-3188-0800, Gulácsi, László ORCID: https://orcid.org/0000-0002-9285-8746, Eigner, György ORCID: https://orcid.org/0000-0001-8038-2210, Zrubka, Zsombor ORCID: https://orcid.org/0000-0002-1992-6087 and Ruppert, Tamás ORCID: https://orcid.org/0000-0001-9441-843X (2023) Heart Rate Variability Measurement to Assess Acute Work-Content-Related Stress of Workers in Industrial Manufacturing Environment - A Systematic Scoping Review. IEEE Transactions on Systems, Man, and Cybernetics, 53 (11). pp. 6685-6692. DOI 10.1109/TSMC.2023.3282141

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Official URL: https://doi.org/10.1109/TSMC.2023.3282141


Abstract

Background: Human workers are indispensable in the human–cyber-physical system in the forthcoming Industry 5.0. As inappropriate work content induces stress and harmful effects on human performance, engineering applications search for a physiological indicator for monitoring the well-being state of workers during work; thus, the work content can be modified accordingly. The primary aim of this study is to assess whether heart rate variability (HRV) can be a valid and reliable indicator of acute work-content-related stress (AWCRS) in real time during industrial work. Second, we aim to provide a broader scope of HRV usage as a stress indicator in this context. Methods: A search was conducted in Scopus, IEEE Xplore, PubMed, and Web of Science between 1 January 2000 and 1 June 2022. Eligible articles are analyzed regarding study design, population, assessment of AWCRS, and its association with HRV. Results: A total of 14 studies met the inclusion criteria. No randomized control trial (RCT) was conducted to assess the association between AWCRS and HRV. Five observational studies were performed. Both AWCRS and HRV were measured in nine further studies, but their associations were not analyzed. Results suggest that HRV does not fully reflect the AWCRS during work, and it is problematic to measure the effect of AWCRS on HRV in the real manufacturing environment. The evidence is insufficient for a reliable conclusion about the HRV diagnostic role as an indicator of human worker status. Conclusion: This review is valuable in the Operator 4.0 paradigm, calling for more trials to validate the use of HRV to measure AWCRS on human workers.

Item Type:Article
Uncontrolled Keywords:Heart rate variability (HRV), human-cyberphysical system (H-CPS), Industry 5.0, Operator 4.0, stress, systematic literature review
Divisions:Corvinus Doctoral Schools
Subjects:Social welfare, insurance, health care
Funders:2021 Thematic Excellence Programme Funding Scheme
Projects:TKP2021-NVA-10, TKP2021-NKTA-36
DOI:10.1109/TSMC.2023.3282141
ID Code:11350
Deposited By: MTMT SWORD
Deposited On:06 Jun 2025 12:51
Last Modified:06 Jun 2025 12:51

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