TY - GEN
T1 - Artificial Intelligence Systems for Supporting Informal Caregivers of People Living with Alzheimer's Disease or Related Dementias
T2 - 2024 CHI Conference on Human Factors in Computing Sytems, CHI EA 2024
AU - Wang, Lu
AU - Smriti, Diva
AU - Yuan, Hao
AU - Huh-Yoo, Jina
N1 - Publisher Copyright:
© 2024 Association for Computing Machinery. All rights reserved.
PY - 2024/5/11
Y1 - 2024/5/11
N2 - Informal caregivers of people living with Alzheimer's disease or related dementias (PLWD) face challenges like obtaining personalized information and monitoring PLWD's health. Rapid advancements in technology, especially in sophisticated and controversial areas like artificial intelligence (AI), prompted our study to assess AI's potential and challenges in supporting the needs of informal caregivers of PLWD. Caregiving activities require dynamic, often unpredictable, and sometimes emotionally draining tasks that deal with a large amount of information. We conducted a systematic review to understand what AI technology has been developed to support informal caregivers of PLWD. We collected 920 papers from ACM Digital Library, IEEE Xplore, and PubMed. Screening and eligibility evaluation resulted in 16 papers for full-text review. We present which documented needs of informal caregivers have been explored by the existing research, and the contexts of the AI solutions including interfaces, data, and algorithms, as well as their effectiveness, challenges, and limitations.
AB - Informal caregivers of people living with Alzheimer's disease or related dementias (PLWD) face challenges like obtaining personalized information and monitoring PLWD's health. Rapid advancements in technology, especially in sophisticated and controversial areas like artificial intelligence (AI), prompted our study to assess AI's potential and challenges in supporting the needs of informal caregivers of PLWD. Caregiving activities require dynamic, often unpredictable, and sometimes emotionally draining tasks that deal with a large amount of information. We conducted a systematic review to understand what AI technology has been developed to support informal caregivers of PLWD. We collected 920 papers from ACM Digital Library, IEEE Xplore, and PubMed. Screening and eligibility evaluation resulted in 16 papers for full-text review. We present which documented needs of informal caregivers have been explored by the existing research, and the contexts of the AI solutions including interfaces, data, and algorithms, as well as their effectiveness, challenges, and limitations.
KW - Alzheimer's disease
KW - Artificial Intelligence
KW - Dementia
KW - Human-centered design
KW - Informal caregivers
UR - http://www.scopus.com/inward/record.url?scp=85194170321&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85194170321&partnerID=8YFLogxK
U2 - 10.1145/3613905.3650846
DO - 10.1145/3613905.3650846
M3 - Conference contribution
AN - SCOPUS:85194170321
T3 - Conference on Human Factors in Computing Systems - Proceedings
BT - CHI 2024 - Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Sytems
Y2 - 11 May 2024 through 16 May 2024
ER -
