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A Healthcare Support System for Assisted
Living Facilities: an IoT Solution
Fulvio Corno, Luigi De Russis, Alberto Monge Roffarello
Politecnico di Torino
Dipartimento di Automatica e Informatica
e-Lite Research Group
http://elite.polito.it
The 40th IEEE Computer Society
International Conference on Computers,
Software & Applications
Atlanta, Georgia, USA - June 10-14, 2016
Goal
COMPSAC 2016Healthcare Support System for Assisted Living Facilities2
 Leverage Internet of Things and Wearable Computing in
the domain of Ambient Assisted Living
 Target environment: Assisted Living Facilities
Outline
COMPSAC 2016Healthcare Support System for Assisted Living Facilities3
 Problem statement
 Requirements elicitation
 System functionality and architecture
 Experimental evaluation
 Lessons Learned and Conclusions
Assisted Living Facilities
COMPSAC 2016Healthcare Support System for Assisted Living Facilities4
 Ambient Assisted Living (AAL)
 technologies for enhancing
the life of people with
special needs (elderly, disabled)
 Most proposed solutions target:
 Individuals, living alone, in a smart home
 Doctors and nurses, in an hospital-like setting
 This work analyzes AAL in Assisted Living Facilities (ALF):
 Provide hospitality, welfare benefits, and recovery to a group of
people in mental or physical conditions of dependency
 Daily life assistance -- Safe living environment -- No medical care
User-Centered Process Overview
COMPSAC 2016Healthcare Support System for Assisted Living Facilities5
Requirements
•Target environment
•Target users
•Stakeholders
•Focus Groups
Design
•Functionality
•Architecture
•Technology
Prototype
•Mobile+
Wearable+
Cloud
•Basic functions
•OTS devices
Test
•Walkthrough
•Questionnaires
•Installation in
ALF
•User trials
Requirement analysis
COMPSAC 2016Healthcare Support System for Assisted Living Facilities6
 Target users in the Assisted Living Facility
 Guests
 Persons with motor disabilities
 Persons with cognitive disabilities
 Caregivers
 Educators, Social care assistants
 Nurses, Doctors
 Focus groups with 30+ caregivers
 Identified major requirements
Aced López, S., Corno, F., & De Russis, L. (2015).
Supporting Caregivers in Assisted Living
Facilities for Persons with Disabilities: a
User Study. Universal Access in the
Information Society, 14(1).
Main Case Studies
COMPSAC 2016Healthcare Support System for Assisted Living Facilities7
 Guests alerting caregivers,
in case of need
 Automatic alerting, in case
of guest falls
 Automatic alerting, in case
of epileptic seizures
 Caregiver on duty alerting
caregiver on call
System Requirements
COMPSAC 2016Healthcare Support System for Assisted Living Facilities8
System Ubiquity Assistance delivery confirmation
System Portability (hands-free) Unobtrusiveness for other users
Robustness of the devices Emergency call for caregivers
Smart assistance for guests Reliability
Automatic detection of critical events Internet-based
System Architecture
COMPSAC 2016Healthcare Support System for Assisted Living Facilities9
 Wearable device (smart watch)
for guest
 “Hidden” Mobile device (smart
phone) for guest
 Wearable device (smart watch)
for caregiver
 Mobile device (smart phone
and app) for caregiver
 Internet-based server
 Cloud messaging service
Alerting workflow (1/3)
COMPSAC 2016Healthcare Support System for Assisted Living Facilities10
Alerting workflow (2/3)
COMPSAC 2016Healthcare Support System for Assisted Living Facilities11
Alerting workflow (3/3)
COMPSAC 2016Healthcare Support System for Assisted Living Facilities12
Implementation
COMPSAC 2016Healthcare Support System for Assisted Living Facilities13
 Watch app for guest
 Watch app for caregiver
Management Dashboard
COMPSAC 2016Healthcare Support System for Assisted Living Facilities14
Evaluation
COMPSAC 2016Healthcare Support System for Assisted Living Facilities15
 Functional Test
 1 ALF, 2 caregivers, 6 guests
 Caregivers testing simulated alerts workflow
 Using actual devices
 Final questionnaire
 Operational Test
 1 ALF, 6 caregivers (over 4 shifts), 2 guests involved
 Training + Functional test
 36 hours of continuous operation
 On-line data collection
 Final questionnaire
Evaluation results: Functional Test
COMPSAC 2016Healthcare Support System for Assisted Living Facilities16
Evaluation results: Operational Test
COMPSAC 2016Healthcare Support System for Assisted Living Facilities17
Lessons Learned
COMPSAC 2016Healthcare Support System for Assisted Living Facilities18
 System is easy and quick to learn
 Caregivers appreciated wearables, no need to carry
additional devices
 Smartwatches difficult to operate with motor disabilities
 Voice recognition was suggested for placing calls
 Need longer acquaintance time, to avoid pranks
(especially by persons with cognitive disabilities)
 Re-charge requirements (phone and watch) still an issue
 Not all caregivers convinced of usefulness, need longer
study to assess real usage and user acceptance
Conclusions
COMPSAC 2016Healthcare Support System for Assisted Living Facilities19
 Study on often-neglected target users:
caregivers in ALF
 User-centered design process, continuous
interactions with caregivers from 4 different ALF
 Working system prototype, in-the-field testing
 Completely off-the-shelf technologies
 Design choice, but also signal of maturity
 More comprehensive trials are needed for
assessing real usage data
Conclusions
COMPSAC 2016Healthcare Support System for Assisted Living Facilities20
 Study on often-neglected target users:
caregivers in ALF
 User-centered design process, continuous
interactions with caregivers from 4 different ALF
 Working system prototype, in-the-field testing
 Completely off-the-shelf technologies
 Design choice, but also signal of maturity
 More comprehensive trials are needed for
assessing real usage data
fulvio.corno@polito.it
http://elite.polito.it/Thank you!
Contacts
COMPSAC 2016Healthcare Support System for Assisted Living Facilities21
 Web site:
 http://elite.polito.it
 Publications:
 http://elite.polito.it/index.php/research/publications
 Contact e-mail:
 fulvio.corno@polito.it
License
COMPSAC 2016Healthcare Support System for Assisted Living Facilities22
 This presentation is released undre the licenza Creative
Commons “Attribution-NonCommercial-NoDerivs 3.0
Unported” License
 You are free to copy, distribute, transmit the work. You
may not use this work for commercial purposes. You may
not alter, transform, or build upon this work.
 Complete lincense:
 http://creativecommons.org/licenses/by-nc-nd/3.0/

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A Healthcare Support System for Assisted Living Facilities: an IoT Solution

  • 1. A Healthcare Support System for Assisted Living Facilities: an IoT Solution Fulvio Corno, Luigi De Russis, Alberto Monge Roffarello Politecnico di Torino Dipartimento di Automatica e Informatica e-Lite Research Group http://elite.polito.it The 40th IEEE Computer Society International Conference on Computers, Software & Applications Atlanta, Georgia, USA - June 10-14, 2016
  • 2. Goal COMPSAC 2016Healthcare Support System for Assisted Living Facilities2  Leverage Internet of Things and Wearable Computing in the domain of Ambient Assisted Living  Target environment: Assisted Living Facilities
  • 3. Outline COMPSAC 2016Healthcare Support System for Assisted Living Facilities3  Problem statement  Requirements elicitation  System functionality and architecture  Experimental evaluation  Lessons Learned and Conclusions
  • 4. Assisted Living Facilities COMPSAC 2016Healthcare Support System for Assisted Living Facilities4  Ambient Assisted Living (AAL)  technologies for enhancing the life of people with special needs (elderly, disabled)  Most proposed solutions target:  Individuals, living alone, in a smart home  Doctors and nurses, in an hospital-like setting  This work analyzes AAL in Assisted Living Facilities (ALF):  Provide hospitality, welfare benefits, and recovery to a group of people in mental or physical conditions of dependency  Daily life assistance -- Safe living environment -- No medical care
  • 5. User-Centered Process Overview COMPSAC 2016Healthcare Support System for Assisted Living Facilities5 Requirements •Target environment •Target users •Stakeholders •Focus Groups Design •Functionality •Architecture •Technology Prototype •Mobile+ Wearable+ Cloud •Basic functions •OTS devices Test •Walkthrough •Questionnaires •Installation in ALF •User trials
  • 6. Requirement analysis COMPSAC 2016Healthcare Support System for Assisted Living Facilities6  Target users in the Assisted Living Facility  Guests  Persons with motor disabilities  Persons with cognitive disabilities  Caregivers  Educators, Social care assistants  Nurses, Doctors  Focus groups with 30+ caregivers  Identified major requirements Aced López, S., Corno, F., & De Russis, L. (2015). Supporting Caregivers in Assisted Living Facilities for Persons with Disabilities: a User Study. Universal Access in the Information Society, 14(1).
  • 7. Main Case Studies COMPSAC 2016Healthcare Support System for Assisted Living Facilities7  Guests alerting caregivers, in case of need  Automatic alerting, in case of guest falls  Automatic alerting, in case of epileptic seizures  Caregiver on duty alerting caregiver on call
  • 8. System Requirements COMPSAC 2016Healthcare Support System for Assisted Living Facilities8 System Ubiquity Assistance delivery confirmation System Portability (hands-free) Unobtrusiveness for other users Robustness of the devices Emergency call for caregivers Smart assistance for guests Reliability Automatic detection of critical events Internet-based
  • 9. System Architecture COMPSAC 2016Healthcare Support System for Assisted Living Facilities9  Wearable device (smart watch) for guest  “Hidden” Mobile device (smart phone) for guest  Wearable device (smart watch) for caregiver  Mobile device (smart phone and app) for caregiver  Internet-based server  Cloud messaging service
  • 10. Alerting workflow (1/3) COMPSAC 2016Healthcare Support System for Assisted Living Facilities10
  • 11. Alerting workflow (2/3) COMPSAC 2016Healthcare Support System for Assisted Living Facilities11
  • 12. Alerting workflow (3/3) COMPSAC 2016Healthcare Support System for Assisted Living Facilities12
  • 13. Implementation COMPSAC 2016Healthcare Support System for Assisted Living Facilities13  Watch app for guest  Watch app for caregiver
  • 14. Management Dashboard COMPSAC 2016Healthcare Support System for Assisted Living Facilities14
  • 15. Evaluation COMPSAC 2016Healthcare Support System for Assisted Living Facilities15  Functional Test  1 ALF, 2 caregivers, 6 guests  Caregivers testing simulated alerts workflow  Using actual devices  Final questionnaire  Operational Test  1 ALF, 6 caregivers (over 4 shifts), 2 guests involved  Training + Functional test  36 hours of continuous operation  On-line data collection  Final questionnaire
  • 16. Evaluation results: Functional Test COMPSAC 2016Healthcare Support System for Assisted Living Facilities16
  • 17. Evaluation results: Operational Test COMPSAC 2016Healthcare Support System for Assisted Living Facilities17
  • 18. Lessons Learned COMPSAC 2016Healthcare Support System for Assisted Living Facilities18  System is easy and quick to learn  Caregivers appreciated wearables, no need to carry additional devices  Smartwatches difficult to operate with motor disabilities  Voice recognition was suggested for placing calls  Need longer acquaintance time, to avoid pranks (especially by persons with cognitive disabilities)  Re-charge requirements (phone and watch) still an issue  Not all caregivers convinced of usefulness, need longer study to assess real usage and user acceptance
  • 19. Conclusions COMPSAC 2016Healthcare Support System for Assisted Living Facilities19  Study on often-neglected target users: caregivers in ALF  User-centered design process, continuous interactions with caregivers from 4 different ALF  Working system prototype, in-the-field testing  Completely off-the-shelf technologies  Design choice, but also signal of maturity  More comprehensive trials are needed for assessing real usage data
  • 20. Conclusions COMPSAC 2016Healthcare Support System for Assisted Living Facilities20  Study on often-neglected target users: caregivers in ALF  User-centered design process, continuous interactions with caregivers from 4 different ALF  Working system prototype, in-the-field testing  Completely off-the-shelf technologies  Design choice, but also signal of maturity  More comprehensive trials are needed for assessing real usage data fulvio.corno@polito.it http://elite.polito.it/Thank you!
  • 21. Contacts COMPSAC 2016Healthcare Support System for Assisted Living Facilities21  Web site:  http://elite.polito.it  Publications:  http://elite.polito.it/index.php/research/publications  Contact e-mail:  fulvio.corno@polito.it
  • 22. License COMPSAC 2016Healthcare Support System for Assisted Living Facilities22  This presentation is released undre the licenza Creative Commons “Attribution-NonCommercial-NoDerivs 3.0 Unported” License  You are free to copy, distribute, transmit the work. You may not use this work for commercial purposes. You may not alter, transform, or build upon this work.  Complete lincense:  http://creativecommons.org/licenses/by-nc-nd/3.0/