Acknowledgement
This research was conducted with the support of the "National R&D Project for Smart Construction Technology (No.RS-2020-KA156291)" funded by the Korea Agency for Infrastructure Technology Advancement under the Ministry of Land, Infrastructure and Transport, and managed by the Korea Expressway Corporation. Additionally, this research was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) (No. RS-2023-00217322 and No. NRF-2022R1A2B5B02002553).
References
- Lee, M., "Relationship between Occupational Stress and Depression of Construction Workers", Korean Journal of Occupational Health Nursing, Vol. 20, No. 3, pp 279-288, 2011.
- Jung, S., Kim, B. and Go, D., "An Effect of Physical Environment on Safety Behavior: Mediation of Job Stress, and Moderation of Safety Climate", Journal of Korea Safety Management, Vol. 18, No. 1, pp. 89-97, 2016.
- Seo, H., "Effects of Individual and Organizational Factors on Safety Behaviors of Temporary Construction Workers using Structural Equation Modeling", Hanyang University Graduate School, 2015.
- Steffy, B.D., Jones, J.W., Murphy, L.R. and Kunz, L., "A demonstration of the impact of stress abatement programs on reducing employees' accidents and their costs", American Journal of Health Promotion, pp.25-32., 1986.
- Choi, B., H. Jebelli and Lee, S., "Feasibility analysis of electrodermal activity (EDA) acquired from wearable sensors to assess construction workers' perceived risk", Safety Science, pp. 110-120, 2019.
- Lee, H., "A study on differences in job stress among construction workers - Focused on Korean and Chinese", Hansae University Graduate School, 2017.
- N. Mucci, G. Giorgi, V. Cupelli, Pier Agostino Gioffre, Maria Valeria Rosati, F. Tomei, G. Tomei, E. Breso-Esteve, G. Arcangeli, "Work-related stress assessment in a population of Italian workers. The Stress Questionnaire", Science of the Total Environment 502, pp. 673-679, 2015.
- Y. Chae., "Stress-induced Alterations of Immune Function", stress research, Vol. 13, No. 3, pp 133-140, 2005.
- S. Campanella, A. Altaleb, A. Belli, P. Pierleoni and L. Palma, "A Method for Stress Detection Using Empatica E4 Bracelet and Machine-Learning Techniques", Sensors, 2023.
- Kim, Y., "Development of Platform Using Wearable Technology for Personal Safety Management in Construction Sites", The magazine of the Korean Society of Civil Engineers, Vol. 66, No. 1, pp. 80-83, 2018.
- Bang, C. and Kim, B, "Design of Smart Safety Equipment Platform for Construction Site Workers", Journal of Next-generation Convergence Technology Association, Vol. 6, No. 7, pp. 1182-1188, 2022.
- Lee, K., Shin, Y. and Yoo, W., "Real-Time Heart Rate Monitoring System for Construction Site Workers using Wearable Equipment", Journal of Korea Academia-Industrial Cooperation Society, Vol. 25, No. 1, pp. 146-155, 2024.
- Lee, J. and Son, T., "In-depth Analysis of Fatal Accidents in the Domestic Construction Industry Using CSI data", CERIC, pp. 18-20, 2023.
- Choi, B., "Construction site safety and health management using wearable technology", KICEM, Vol. 20, No. 4, pp. 30-33, 2019.
- H. Jebelli, Choi, B., Lee, S., "Application of Wearable Biosensors to Construction Sites. I: Assessing Workers' Stress", Journal of Construction Engineering and Management, Vol. 145, No. 12, pp.1-12, 2019.
- Hwang, S. and Lee, S, "Wristband-Type Wearable Health Devices to Measure Construction Workers' Physical Demands", Automation in Construction 83, pp. 330-340, 2017.
- Ahn, C., Lee, S., C. Sun, H. Jebelli, Yang, K. and Choi, B., "Wearable sensing Technology Applications in Construction Safety and Health", Journal of Construction Engineering and Management, Vol. 145, No. 11, 2019.
- Kim, K. and Nam, H., "The Cross-Sectional Study of Autonomic Nerve Balance and Stress In Patient Who Visted Dept. of Oriental Medical Dermatology", The Journal of Korean Oriental Medical Ophthalmology & Otolaryngology & Dermatology, Vol. 21, No. 2, pp. 142-153, 2008.
- Chae, J., Hwang, S., Seo, W. and Kang, Y., "relationship between rework of engineering drawing tasks and stress level measured from physiological signals", Automation in Construction 124, pp. 1-12, 2021.
- Kim, J., Lee, J. and Chang, S., "Relationship between the Risk Level and the Job Stress Level of Work Types in Architectural Work", Journal of the Korean Society of Safety, Vol. 32, No. 4, pp. 73-78, 2017.
- Go, J., "Setting Appropriate Exercise Intensity for Aerobic Exercise Capacity Evaluation and Exercise Prescription", Yonsei University Graduate School, pp. 1-44, 2009.
- C. Setz, B. Arnrich, J. Schumm and R. Marca, "Discriminating Stress from Cognitive Load using a Wearable EDA Device", IEEE TRANSACTIONS IN INFORMATION TECHNOLOGY IN BIOMEDICINE, Vol. 14, No. 2, pp. 410-417, 2010.
- S. Campanella, A. Altaleb, A. Belli, P. Pierleoni and L. Palma, "PPG and EDA dataset collected with Empatica E4 for stress assessment", Data in Brief 53, pp. 1-7, 2024.
- D. Berrigan, L. Masse and M. Mcdowell, "Physical Activity in the United States Measured by Accelerometer", Official Journal of the American College of Sports Medicine, 2008.
- R. Troiano, J. McClain, R. Brychta and K. Chen, "Evolution of accelerometer methods for physical activity research", Br J Sports Med, 2014.
- S. Kozey, K. Lyden, C. Howe, J. Staudenmayer and P. Freedson, "Accelerometer Output and MET Values of Common Physical Activities", Med Sci Sports Exerc;42(9): 1776-1784, 2010.
- Choi, Y., Seo, S. and Koo, C., "Comparative analysis of proxy variables for developing a real-time heat strain risk classifier for construction workers", Architectural Institute of Korea Fall Conference Proceedings, Vol. 42, No. 2, pp.693-696, 2022.
- S. Crouter, J. Churilla and D. Bassett Jr, "Estimation energy expenditure using accelerometers", Eur J Appl Physiol 98:601-612, 2006.