Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2024 Jan 4;66(1):uiad002.
doi: 10.1093/joccuh/uiad002.

Exploring wearable technology use and importance of health monitoring in the hazardous occupations of first responders and professional drivers

Affiliations

Exploring wearable technology use and importance of health monitoring in the hazardous occupations of first responders and professional drivers

Sarah Tucker et al. J Occup Health. .

Abstract

Objectives: Hazardous materials (HAZMAT) pose risks to the health and safety of professionals involved with transportation and emergency responses. Two distinct occupational groups that encounter HAZMAT events are first responders and professional drivers. Wearable technology is a tool that can assist with monitoring the health of professionals involved in HAZMAT events. The aim of this study was to compare and evaluate the perceptions of first responders and professional drivers on wearable technology and attitudes toward health monitoring.

Methods: A survey was administered to first responders (n = 112) and professional drivers (n = 218). Statistical approaches included bivariate analysis, latent class analysis, logistic regression analysis, and path analysis for the variables of interest.

Results: There were significant differences between the groups in perceptions of the benefits of monitoring certain health indicators. Professional drivers were more likely to have a history of wearable technology use compared with first responders (odds ratio [OR] = 10.1; 95% CI, 4.42-22.9), reported greater exposure to HAZMAT (OR = 4.32; 95% CI, 2.24-8.32), and were more willing to have their health data monitored by someone other than themselves (OR = 9.27; 95% CI, 3.67-23.4). A multinomial regression model revealed that occupation was not a significant predictor of class preference for acceptance of monitoring specific health indicators.

Conclusions: Occupation appeared to be important but further analysis uncovered that characteristics of individuals within the occupations were more salient to the use of wearable technology. HAZMAT exposure, someone else monitoring health data, and experience with wearable technology use were found to be important factors for perceptions about benefits of health monitoring with wearable technology.

Keywords: HAZMAT; first responders; health monitoring; perception; professional drivers; wearable.

PubMed Disclaimer

Conflict of interest statement

The authors declare that they have no conflicts of interest.

Figures

Figure 1
Figure 1
Estimated probability of class inclusion for 13 possible health indicators.
Figure 2
Figure 2
Path analysis showing that being a professional driver mediates the relationship between exposure to hazards and preferring that others monitor personal health data.

References

    1. Horan KA, Marks M, Ruiz JM, Bowers CA, Cunningham A. Here for my peer: the future of first responder mental health. Int J Environ Res Public Health. 2021;18(21):11097. 10.3390/ijerph182111097 - DOI - PMC - PubMed
    1. Yung M, Du B, Gruber J, Hackney AA, Yazdani A. Fatigue measures and risk assessment tools for first responder fatigue risk management: a scoping review with considerations of the multidimensionality of fatigue. Saf Sci. 2022;154:105839. 10.1016/j.ssci.2022.105839 - DOI
    1. Emergency Preparedness and Response: Occupational Safety and Health Risks. NIOSH/CDC; 2018. https://www.cdc.gov/niosh/programs/epr/risks.html
    1. International Association of Firefighters. Carbon Monoxide Poisoning and Fire Fighters. 2020. https://www.iaff.org/carbon-monoxide/
    1. Kim YT, Kim WJ, Choi JE, et al. . Cohort profile: firefighter research on the enhancement of safety and health (FRESH), a prospective cohort study on Korean firefighters. Yonsei Med J. 2020;61(1):103-109. 10.3349/ymj.2020.61.1.103 - DOI - PMC - PubMed

Substances