Physiological Signal Analysis for Awkward Working Postures of Construction Workers Using Wearable Biosensors
Publication: Construction Research Congress 2024
ABSTRACT
Awkward working postures are deviations of body parts from their neutral position. Construction workers who hold these postures for a long term are exposed to discomfort, reducing safety and productivity. While several studies have been conducted to assess the effect of awkward postures on human physical and musculoskeletal system like muscles and joints, little research has attempted to explore the impact of awkward posture selection on physiological system. This investigation is necessary for a broader comprehension of risky factors resulting from the awkward working postures of construction workers. Accordingly, this study aims to evaluate if and how physiological responses such as heart rate and skin temperature will be affected by awkward working postures. The study utilizes a non-invasive wearable wristband biosensor to measure and monitor participants’ physiological signals during performing construction tasks in a simulated laboratory experiment. Signals in natural and awkward postures are then analyzed, and further comparisons are discussed. The results show that postures have significant impacts on physiological patterns, specifically when sustained for a longer duration. The findings of this study are expected to be used for the recognition of awkward working postures and further for the safety management interventions of worker behavior.
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REFERENCES
Ahn, C. R., Lee, S., Sun, C., Jebelli, H., Yang, K., and Choi, B. 2019. “Wearable sensing technology applications in construction safety and health.” J. Constr. Eng. Manage. 145(11), 03119007.
Antwi-Afari, M. F., Qarout, Y., Herzallah, R., Anwer, S., Umer, W., Zhang, Y., and Manu, P. 2022. “Deep learning-based networks for automated recognition and classification of awkward working postures in construction using wearable insole sensor data.” Autom. Constr. 136, 104181.
Anwer, S., Li, H., Antwi-Afari, M. F., and Wong, A. Y. L. 2021. “Associations between physical or psychosocial risk factors and work-related musculoskeletal disorders in construction workers based on literature in the last 20 years: A systematic review.” Int. J. Ind. Ergon. 83.
BLS (Bureau of Labor Statistics). Occupational injuries and illnesses resulting in musculoskeletal disorders, https://www.bls.gov/iif/factsheets/msds.htm, 2020.
Bulduk, S., Bulduk, E. Ö., and Süren, T. 2017. “Reduction of work-related musculoskeletal risk factors following ergonomics education of sewing machine operators.” Int. J. Occup. Saf. Ergon. 23(3), 347–352.
Chen, J., Qiu, J., and Ahn, C. 2017. “Construction worker’s awkward posture recognition through supervised motion tensor decomposition.” Autom. Constr. 77, 67–81.
Gatti, U. C., Schneider, S., and Migliaccio, G. C. 2014. “Physiological condition monitoring of construction workers.” Autom. Constr. 44, 227–233.
Grzywiński, W., Jelonek, T., Tomczak, A., Jakubowski, M., and Bembenek, M. 2017. “Does body posture during tree felling influence the physiological load of a chainsaw operator?.” Annals of Agricultural and Environmental Medicine, 24(3).
Hackford, J., Mackey, A., and Broadbent, E. 2019. “The effects of walking posture on affective and physiological states during stress.” Journal of Behavior Therapy and Experimental Psychiatry, 62, 80–87.
Hwang, S., and Lee, S. H. 2017. “Wristband-type wearable health devices to measure construction workers’ physical demands.” Autom. Constr. 83, 330–340.
Jaffar, N., Abdul-Tharim, A. H., Mohd-Kamar, I. F., and Lop, N. S. 2011. “A Literature Review of Ergonomics Risk Factors in Construction Industry.” Procedia Engineering, 20, 89–97.
Jalali, L., and Bigelow, P. 2015. “Current status and future trends of wireless and mobile health technologies in sleep medicine: insomnia case study.” Mobile health: a technology road map, 129–144.
Jebelli, H., Choi, B., and Lee, S. 2019. “Application of Wearable Biosensors to Construction Sites. I: Assessing Workers’ Stress.” J. Constr. Eng. Manage. 145(12), 04019079.
Jebelli, H., Choi, B., Kim, H., and Lee, S. 2018. “Feasibility Study of a Wristband-Type Wearable Sensor to Understand Construction Workers’ Physical and Mental Status.” Construction Research Congress 2018: Construction Information Technology - Selected Papers from the Construction Research Congress 2018, 2018-April, 367–377.
Karwowski, W. ed. 2006. International Encyclopedia of Ergonomics and Human Factors, -3 Volume Set. Crc Press.
Lee, W., and Migliaccio, G. C. 2018. “Temporal Effect of Construction Workforce Physical Strain on Diminishing Marginal Productivity at the Task Level.” J. Constr. Eng. Manage. 144(9), 04018083.
Li, H., Wang, D., Chen, J., Luo, X., Li, J., and Xing, X. 2019. “Pre-service fatigue screening for construction workers through wearable EEG-based signal spectral analysis.” Autom. Constr. 106, 102851.
Masci, F., Spatari, G., Bortolotti, S., Giorgianni, C. M., Antonangeli, L. M., Rosecrance, J., and Colosio, C. 2022. “Assessing the Impact of Work Activities on the Physiological Load in a Sample of Loggers in Sicily (Italy).” Int. J. Environ. Res. Public Health 19(13), 7695.
Mohd-Yasin, F., Nagel, D. J., and Korman, C. E. 2010. “Noise in MEMS.” Meas. Sci. Technol. 21(1).
Nath, N. D., Akhavian, R., and Behzadan, A. H. 2017. “Ergonomic analysis of construction worker’s body postures using wearable mobile sensors.” Appl. Ergon. 62, 107–117.
Picard, R. W., Fedor, S., and Ayzenberg, Y. 2016. “Multiple arousal theory and daily-life electrodermal activity asymmetry.” Emotion review, 8(1), 62–75.
Pillsbury, W., Clevenger, C. M., Abdallah, M., and Young, R. 2020. “Capabilities of an Assessment System for Construction Worker Physiology.” J. Perform. Constr. Facil 34(2).
Roja, Z., Kalkis, H., Roja, I., and Zalkalns, J. 2018. “Work related musculoskeletal disorders (WRMSD) in construction workers and main causes.” In Advances in Physical Ergonomics and Human Factors: Proceedings of the AHFE 2017 International Conference on Physical Ergonomics and Human Factors, July 17-21, 2017, The Westin Bonaventure Hotel, Los Angeles, California, USA 8 (pp. 279–286). Springer International Publishing.
Shakerian, S., Habibnezhad, M., Ojha, A., Lee, G., Liu, Y., Jebelli, H., and Lee, S. H. 2021. “Assessing occupational risk of heat stress at construction: A worker-centric wearable sensor-based approach.” Saf. Sci. 142, 105395.
Tsioras, P. A., Khooshdohbat, M., Nikooy, M., Naghdi, R., and Heidari, M. 2022. “The Impact of Body Posture on Heart Rate Strain during Tree Felling.” Int. J. Environ. Res. Public Health 19(18), 11198.
Yang, L., Lu, K., Forsman, M., Lindecrantz, K., Seoane, F., Ekblom, Ö., and Eklund, J. 2019. “Evaluation of physiological workload assessment methods using heart rate and accelerometry for a smart wearable system.” Ergonomics, 62(5), 694–705.
Zhang, H., Yan, X., and Li, H. 2018. “Ergonomic posture recognition using 3D view-invariant features from single ordinary camera.” Autom. Constr. 94, 1–10.
Information & Authors
Information
Published In
Construction Research Congress 2024
Pages: 657 - 666
History
Published online: Mar 18, 2024
ASCE Technical Topics:
- Business management
- Employment
- Engineering fundamentals
- Equipment and machinery
- Human and behavioral factors
- Joints
- Labor
- Laboratory tests
- Occupational safety
- Personnel management
- Practice and Profession
- Probe instruments
- Productivity
- Public administration
- Public health and safety
- Safety
- Structural engineering
- Structural members
- Structural systems
- Tests (by type)
Authors
Metrics & Citations
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