Training Adults with Mild to Moderate Dementia in ChatGPT: Exploring Best Practices

被引:3
|
作者
Gilman, Elizabeth S. [1 ]
Kot, Sushant [1 ]
Engineer, Margi [1 ]
Dixon, Emma [1 ]
机构
[1] Clemson Univ, Clemson, SC 29634 USA
关键词
Dementia; Text-based LLM-driven Conversational Agents; ChatGPT; Technology Training; TECHNOLOGY; PEOPLE;
D O I
10.1145/3640544.3645230
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In the realm of generative AI applications, explicitly focusing on LLM-driven conversational agents, there exists a notable gap in addressing the needs of individuals with disabilities, including those with dementia. This oversight raises concerns regarding equity and accessibility in deploying potentially beneficial assistive technologies. This paper seeks to form best practices for instructing individuals with mild to moderate dementia on integrating assistive technology, in this case ChatGPT 3.5 (a conversational AI), into their daily activities. The research, conducted through remote focus groups and optional individual training sessions, identified three key best practices: 1) implementing conversational learning in groups, 2) facilitating proxy interactions, and 3) providing 1-on-1 guided walkthroughs. These findings not only contribute best practices for instructing individuals with cognitive differences in using emerging text-based LLM-driven conversational agents but also emphasize the potential for inclusive design of AI systems tailored for people with mild to moderate dementia. The study underscores the interest and capability of individuals with dementia to learn and interact with LLM-driven conversational agents, offering insights into incorporating such technology into their lives.
引用
收藏
页码:101 / 106
页数:6
相关论文
共 50 条
  • [1] Investigating Best Practices for Remote Summative Usability Testing with People with Mild to Moderate Dementia
    Wood, Rachel
    Dixon, Emma
    Elsayed-Ali, Salma
    Shokeen, Ekta
    Lazar, Amanda
    Lazar, Jonathan
    ACM TRANSACTIONS ON ACCESSIBLE COMPUTING, 2021, 14 (03)
  • [2] Cognitive training for people with mild to moderate dementia
    Bahar-Fuchs, Alex
    Martyr, Anthony
    Goh, Anita M. Y.
    Sabates, Julieta
    Clare, Linda
    COCHRANE DATABASE OF SYSTEMATIC REVIEWS, 2019, (03):
  • [3] Effectiveness of physical exercise training in elderly with mild to moderate dementia
    Zamfirescu, A.
    Mirsu-Paun, A.
    Capisizu, A. A.
    Aurelian, S. M.
    Slavila, M.
    Omer, I.
    Nica, A. S.
    Capisizu, A.
    EUROPEAN JOURNAL OF NEUROLOGY, 2015, 22 : 173 - 173
  • [4] Cognitive training for people with mild to moderate dementia: a Cochrane Review
    Bahar-Fuchs, Alex
    Martyr, Anthony
    Goh, Anita My
    Sabates, Julieta
    Clare, Linda
    BJPSYCH ADVANCES, 2020, 26 (02) : 66 - 66
  • [5] Exploring the relationship between sensory processing and functional ability in mild to moderate dementia
    Southam, S.
    BRITISH JOURNAL OF OCCUPATIONAL THERAPY, 2017, 80 : 36 - 36
  • [6] Neuropsychological outcome of cognitive training in mild to moderate dementia: A randomized controlled trial
    Kallio, Eeva-Liisa
    Hietanen, Marja
    Kautiainen, Hannu
    Pitkala, Kaisu H.
    NEUROPSYCHOLOGICAL REHABILITATION, 2021, 31 (06) : 935 - 953
  • [7] Evidence of cognitive training in mild to moderate dementia: COMMENTARY ON... COCHRANE CORNER
    Nizam, Nurul Ain Mohd
    BJPSYCH ADVANCES, 2020, 26 (02) : 67 - 71
  • [8] Post intervention outcomes of physical exercise training in elderly with mild to moderate dementia
    Capisizu, A.
    Zamfirescu, A.
    Aurelian, S. M.
    Dascalescu, R.
    Mirsu-Paun, A.
    Slavila, M.
    Omer, I.
    EUROPEAN JOURNAL OF NEUROLOGY, 2019, 26 : 113 - 113
  • [9] Aerobic and strength training did not improve cognitive function in mild to moderate dementia
    Straus, Sharon
    Watt, Jennifer
    ANNALS OF INTERNAL MEDICINE, 2018, 169 (06) : JC34 - JC34
  • [10] Psychotropic medication use and cognition in institutionalized older adults with mild to moderate dementia
    Eggermont, Laura H. P.
    de Vries, Kerst
    Scherder, Erik J. A.
    INTERNATIONAL PSYCHOGERIATRICS, 2009, 21 (02) : 286 - 294