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Optimizing Human Performance Data for Enhanced Modeling and Analytics

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Book cover Advances in Simulation and Digital Human Modeling (AHFE 2021)

Part of the book series: Lecture Notes in Networks and Systems ((LNNS,volume 264))

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Abstract

A recent proliferation of wearable sensors, advancements in modeling and simulation, and a greater appreciation for individual differences have enabled the Department of Defense (DoD) to generate and collect more human performance data than ever before. Despite trends in human performance research the DoD has maintained a conservative approach to data by limiting effective data access and distribution. However, as the strategic importance of a data-centric organization has become more apparent, a cultural shift within the DoD has begun to prioritize data as an asset. This paper describes efforts to develop a Soldier-centric human performance database including a generalized approach and framework to actively support innovative human performance research and analytics. The successful completion and utilization of a dedicated human performance data management system will provide an interoperable database that facilitates research and development for researchers and operational communities across current and future applications.

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References

  1. Norquist, D.L.: The U.S. DoD Data Strategy, Unleashing Data to Advance the National Defense Strategy (2020)

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  2. Health Level Seven International - Homepage | HL7 International. https://www.hl7.org/. Accessed 12 Jan 2021

  3. Ahmad, F.S., et al.: Challenges to electronic clinical quality measurement using third-party platforms in primary care practices: the healthy hearts in the heartland experience. JAMIA Open 2, 423–428 (2019). https://doi.org/10.1093/jamiaopen/ooz038

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  4. Interoperability Standards Advisory (ISA) | Interoperability Standards Advisory (ISA). https://www.healthit.gov/isa/. Accessed 26 Jan 2021

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Correspondence to Seth Elkin-Frankston .

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Elkin-Frankston, S., Hussey, E., Brunyé, T. (2021). Optimizing Human Performance Data for Enhanced Modeling and Analytics. In: Wright, J.L., Barber, D., Scataglini, S., Rajulu, S.L. (eds) Advances in Simulation and Digital Human Modeling. AHFE 2021. Lecture Notes in Networks and Systems, vol 264. Springer, Cham. https://doi.org/10.1007/978-3-030-79763-8_24

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