References For Operational Fatigue & Performance Wearables

Intro

Operational fatigue and performance are critical challenges in high-stakes environments, from aviation and healthcare to military operations. At IBR, we specialize in leveraging wearable technologies to monitor, manage, and optimize human performance. By providing real-time data on sleep, activity, and physiological metrics, wearables offer actionable insights that enhance safety, productivity, and decision-making.

This collection of references highlights the latest research and applications of wearables in operational fatigue and performance. From validating wearable sleep trackers against gold-standard measures to exploring their use in real-world settings, these studies demonstrate how wearables can transform the way we understand and address human performance challenges.

Whether you’re a researcher, practitioner, or decision-maker, these resources provide evidence-based insights to help you harness the power of wearable technologies. Discover how IBR’s expertise in wearables and human performance can support your goals and drive meaningful impact in your organization.

References

1. 1 Depner CM, Cheng PC, Devine JK, et al. Wearable technologies for developing sleep and circadian biomarkers: a summary of workshop discussions. Sleep. 2020; 43(2). Read more
2. 2 Ko PR, Kientz JA, Choe EK, Kay M, Landis CA, Watson NF. Consumer Sleep Technologies: A Review of the Landscape. J Clin Sleep Med. 2015; 11(12):1455-1461. Read more
3. 3 Lujan MR, Perez-Pozuelo I, Grandner MA. Past, Present, and Future of Multisensory Wearable Technology to Monitor Sleep and Circadian Rhythms. Frontiers in Digital Health. 2021:104. Read more
4. 4 Chinoy ED, Cuellar JA, Huwa KE, et al. Performance of seven consumer sleep-tracking devices compared with polysomnography. Sleep. 2021; 44(5).
5. 5 Chinoy ED, Cuellar JA, Jameson JT, Markwald RR. Performance of Four Commercial Wearable Sleep-Tracking Devices Tested Under Unrestricted Conditions at Home in Healthy Young Adults. Nat Sci Sleep. 2022; 14:493-516. Read more
6. 6 Chinoy ED, Cuellar JA, Jameson JT, Markwald RR. Daytime Sleep-Tracking Performance of Four Commercial Wearable Devices During Unrestricted Home Sleep. Nat Sci Sleep. 2023; 15:151-164. Read more
7. 7 Reifman J, Priezjev NV, Vital-Lopez FG. Can we rely on wearable sleep-tracker devices for fatigue management? Sleep. 2023:zsad288. Read more
8. 8 Miller DJ, Sargent C, Roach GD. A Validation of Six Wearable Devices for Estimating Sleep, Heart Rate and Heart Rate Variability in Healthy Adults. Sensors. 2022; 22(16):6317. Read more
9. 9 Devine JK, Chinoy ED, Markwald RR, Schwartz LP, Hursh SR. Validation of Zulu Watch against Polysomnography and Actigraphy for On-Wrist Sleep-Wake Determination and Sleep-Depth Estimation. Sensors (Basel). 2020; 21(1). Read more
10. 10 Devine JK, Choynowski J, Garcia CR, et al. Pilot Sleep Behavior across Time during Ultra-Long-Range Flights. Clocks & Sleep. 2021; 3(4):515-527. Read more
11. 11 Devine JK, Garcia CR, Simoes AS, et al. Predictive Biomathematical Modeling Compared to Objective Sleep During COVID-19 Humanitarian Flights. Aerosp Med Hum Perform. 2022; 93(1):4-12. Read more
12. 12 Devine JK, Schwartz LP, Choynowski J, & Hursh SR. Efficacy of Real-Time Feedback from a Commercial Wearable Device on Sleep Behavior in Norwegian Helicopter Emergency Medical Service (HEMS) crew members. Military Health Systems Research Symposium.
13. 13 Devine JK, Choynowski J, Hursh SR, & Farag A. 0299 Sleep Hygiene in Nurses Using Data Collected from Consumer Sleep Technology (CST) with the SleepTank™ mobile app. Sleep. 2023; 46(Supplement_1):A132-A133. Read more
14. 14 Devine JK, Choynowski J, & Hursh SR. 0296 Feasibility of a Sleep Health Intervention Mobile App for Long-Term Sleep Tracking and Usability in Cargo Pilots. Sleep. 2023; 46(Supplement_1):A130-A131. Read more
15. 15 Devine JK, Cooper N, Choynowski J, & Hursh SR. Advanced Development Status of the SleepTank® app: Impact of Real-Time Feedback on Sleep Behavior in Royal Australian Navy shift workers. Military Health Systems Research Symposium. Read more
16. 16 Devine JK, Cooper N, Choynowski J, & Hursh SR. Sleep Behavior in Royal Australian Navy shift workers by shift and exposure to the SleepTank® app. Journal of Military Medicine (in press).