Iterative Design of Visual Analytics for a Clinician-in-the-Loop Smart Home.

Alireza Ghods, Kathleen Caffrey, Beiyu Lin, Kylie Fraga, Roschelle Fritz, Maureen Schmitter-Edgecombe, Christopher Hundhausen, Diane J Cook
Author Information

Abstract

In order to meet the health needs of the coming "age wave," technology needs to be designed that supports remote health monitoring and assessment. In this study we design clinician in the loop (CIL), a clinician-in-the-loop visual interface, that provides clinicians with patient behavior patterns, derived from smart home data. A total of 60 experienced nurses participated in an iterative design of an interactive graphical interface for remote behavior monitoring. Results of the study indicate that usability of the system improves over multiple iterations of participatory design. In addition, the resulting interface is useful for identifying behavior patterns that are indicative of chronic health conditions and unexpected health events. This technology offers the potential to support self-management and chronic conditions, even for individuals living in remote locations.

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Grants

  1. R01 EB015853/NIBIB NIH HHS
  2. R01 NR016732/NINR NIH HHS
  3. R25 AG046114/NIA NIH HHS
  4. R25 EB024327/NIBIB NIH HHS

MeSH Term

Aged, 80 and over
Female
Health Personnel
Human Activities
Humans
Machine Learning
Male
Monitoring, Ambulatory
Telemedicine

Word Cloud

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