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2023 APS Annual Convention · 2023

Individualized Multimodal Assessments: Leveraging Passive Sensing Wearables in Daily Life

Washington, DC · May 2023

Poster · Cross Cutting Theme Poster: Improving Well-being by Leveraging Multimodal Data and Methods across

  • Jocelyn Lai
    University of California, Irvine
  • Monique Nicole Anthony Akpotaire
    George Washington School of Medicine and Health Sciences
  • Iman Azimi
    University of California, Irvine
  • Salar Jafarlou
    University of California, Irvine
  • Sina Labbaf
    University of California, Irvine
  • Nikil Dutt
    University of California, Irvine
  • Nikil Dutt
    University of California, Irvine
  • Nikil Dutt
    University of California, Irvine
  • Amir Rahmani
    University of California, Irvine
  • Amir Rahmani
    University of California, Irvine
  • Jessica Borelli
    University of California, Irvine

Abstract

Using smart devices (watch, ring, smart phone) and a comprehensive intensive longitudinal approach, we investigated how multimodal assessments (i.e., sleep, physiology, physical activity, affect) differentially relate over time across individuals. Based on group iterative multiple model estimation, differential associations among sleep, physical activity, physiology, and affect emerged within individuals.

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