A Conversational Robot for Older Adults with Alzheimer's Disease

被引:30
|
作者
Pou-Prom, Chloe [1 ,2 ]
Raimondo, Stefania [3 ]
Rudzicz, Frank [1 ,4 ,5 ]
机构
[1] Li Ka Shing Knowledge Inst, 2 Queen St East, Toronto, ON, Canada
[2] Univ Toronto, Toronto, ON M5C 3G7, Canada
[3] Univ Toronto, 661 Univ Ave,Suite 710, Toronto, ON M5G 1M1, Canada
[4] Univ Toronto, 40 St George St, Toronto, ON M5S 2E4, Canada
[5] Vector Inst Artificial Intelligenge, Toronto, ON, Canada
关键词
Assistive technology; dementia; human-robot interaction; dialogue; DEMENTIA; PERFORMANCE; PEOPLE; SPEECH; REPAIR; CARE;
D O I
10.1145/3380785
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Amid the rising cost of Alzheimer's disease (AD), assistive health technologies can reduce care-giving burden by aiding in assessment, monitoring, and therapy. This article presents a pilot study testing the feasibility and effect of a conversational robot in a cognitive assessment task with older adults with AD. We examine the robot interactions through dialogue and miscommunication analysis, linguistic feature analysis, and the use of a qualitative analysis, in which we report key themes that were prevalent throughout the study. While conversations were typically better with human conversation partners (being longer, with greater engagement and less misunderstanding), we found that the robot was generally well liked by participants and that it was able to capture their interest in dialogue. Miscommunication due to issues of understanding and intelligibility did not seem to deter participants from their experience. Furthermore, in automatically extracting linguistic features, we examine how non-acoustic aspects of language change across participants with varying degrees of cognitive impairment, highlighting the robot's potential as a monitoring tool. This pilot study is an exploration of how conversational robots can be used to support individuals with AD.
引用
收藏
页数:25
相关论文
共 50 条
  • [1] Polypharmacy in Older Adults with Alzheimer's Disease
    Esumi, Satoru
    Ushio, Soichiro
    Zamami, Yoshito
    [J]. MEDICINA-LITHUANIA, 2022, 58 (10):
  • [2] Sleep in Older Adults With Alzheimer's Disease
    Song, Yeonsu
    Dowling, Glenna A.
    Wallhagen, Margaret I.
    Lee, Kathryn A.
    Strawbridge, William J.
    [J]. JOURNAL OF NEUROSCIENCE NURSING, 2010, 42 (04) : 190 - 198
  • [3] Operant Conditioning in Older Adults with Alzheimer’s Disease
    Adam P. Spira
    Barry A. Edelstein
    [J]. The Psychological Record, 2007, 57 : 409 - 427
  • [4] Abuse and neglect in older adults with Alzheimer's disease
    VandeWeerd, C
    Paveza, GJ
    Fulmer, T
    [J]. NURSING CLINICS OF NORTH AMERICA, 2006, 41 (01) : 43 - +
  • [5] Operant conditioning in older adults with Alzheimer's disease
    Spira, Adam P.
    Edelstein, Barry A.
    [J]. PSYCHOLOGICAL RECORD, 2007, 57 (03): : 409 - 427
  • [6] Driving Automation for Older Adults with Preclinical Alzheimer's Disease
    Ahmadnezhad, Pedram M.
    Burns, Jeffrey E.
    Akinwuntan, Abiodun
    Ranchet, Maud
    Kondyli, Alexandra D.
    Mahnken, Jonathan
    Devos, Hannes
    [J]. GERONTOLOGY, 2023, 69 (11) : 1307 - 1314
  • [7] Prevalence of Glaucoma in Hospitalized Older Adults with Alzheimer's Disease
    Pelletier, Andree-Anne
    Theoret, Marie-Eve
    Boutin, Tanguy
    Kergoat, Marie-Jeanne
    Massoud, Fadi
    Latour, Judith
    Chayer, Celine
    Kergoat, Helene
    [J]. CANADIAN JOURNAL OF NEUROLOGICAL SCIENCES, 2014, 41 (02) : 206 - 209
  • [8] Redesigning Systems Of Care For Older Adults With Alzheimer's Disease
    Callahan, Christopher M.
    Sachs, Greg A.
    LaMantia, Michael A.
    Unroe, Kathleen T.
    Arling, Greg
    Boustani, Malaz A.
    [J]. HEALTH AFFAIRS, 2014, 33 (04) : 626 - 632
  • [9] Benefits of Physical Exercise for Older Adults With Alzheimer's Disease
    Ayan Perez, Carlos
    Cancela Carral, J. M.
    [J]. GERIATRIC NURSING, 2008, 29 (06) : 384 - 391
  • [10] GREATER RISK OF ALZHEIMER'S DISEASE IN OLDER ADULTS WITH INSOMNIA
    Osorio, Ricardo S.
    Pirraglia, Elizabeth
    Agueera-Ortiz, Luis F.
    During, Emmanuel H.
    Sacks, Hayley
    Ayappa, Indu
    Walsleben, Joyce
    Mooney, Anne
    Hussain, Asad
    Glodzik, Lidia
    Frangione, Blas
    Martinez-Martin, Pablo
    de Leon, Mony J.
    [J]. JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2011, 59 (03) : 559 - 562