A Protocol-Driven, Bedside Digital Conversational Agent to Support Nurse Teams and Mitigate Risks of Hospitalization in Older Adults: Case Control Pre-Post Study
被引:37
作者:
Bott, Nicholas
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机构:
Stanford Univ, Sch Med, Clin Excellence Res Ctr, Dept Med, 75 Alta Rd, Stanford, CA 94305 USA
PGSP Stanford Consortium, Dept Psychol, Palo Alto, CA USAStanford Univ, Sch Med, Clin Excellence Res Ctr, Dept Med, 75 Alta Rd, Stanford, CA 94305 USA
Bott, Nicholas
[1
,2
]
Wexler, Sharon
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h-index: 0
机构:
Pace Univ, New York, NY USAStanford Univ, Sch Med, Clin Excellence Res Ctr, Dept Med, 75 Alta Rd, Stanford, CA 94305 USA
Wexler, Sharon
[3
]
Drury, Lin
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h-index: 0
机构:
Pace Univ, New York, NY USAStanford Univ, Sch Med, Clin Excellence Res Ctr, Dept Med, 75 Alta Rd, Stanford, CA 94305 USA
Drury, Lin
[3
]
Pollak, Chava
论文数: 0引用数: 0
h-index: 0
机构:
Pace Univ, New York, NY USAStanford Univ, Sch Med, Clin Excellence Res Ctr, Dept Med, 75 Alta Rd, Stanford, CA 94305 USA
Pollak, Chava
[3
]
Wang, Victor
论文数: 0引用数: 0
h-index: 0
机构:
Care Coach, Millbrae, CA USAStanford Univ, Sch Med, Clin Excellence Res Ctr, Dept Med, 75 Alta Rd, Stanford, CA 94305 USA
Wang, Victor
[4
]
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Scher, Kathleen
[5
]
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机构:
Narducci, Sharon
[5
]
机构:
[1] Stanford Univ, Sch Med, Clin Excellence Res Ctr, Dept Med, 75 Alta Rd, Stanford, CA 94305 USA
[2] PGSP Stanford Consortium, Dept Psychol, Palo Alto, CA USA
digital health;
older adults;
loneliness;
delirium;
falls;
embodied conversational agent;
relational agent;
information and communication technology;
ELDER LIFE PROGRAM;
DEPRESSIVE SYMPTOMS;
FUNCTIONAL-DECLINE;
CARE;
DELIRIUM;
LONELINESS;
FALLS;
IMPROVE;
TECHNOLOGY;
VOLUNTEERS;
D O I:
10.2196/13440
中图分类号:
R19 [保健组织与事业(卫生事业管理)];
学科分类号:
摘要:
Background: Hospitalized older adults often experience isolation and disorientation while receiving care, placing them at risk for many inpatient complications, including loneliness, depression, delirium, and falls. Embodied conversational agents (ECAs) are technological entities that can interact with people through spoken conversation. Some ECAs are also relational agents, which build and maintain socioemotional relationships with people across multiple interactions. This study utilized a novel form of relational ECA, provided by Care Coach (care.coach, inc): an animated animal avatar on a tablet device, monitored and controlled by live health advocates. The ECA implemented algorithm-based clinical protocols for hospitalized older adults, such as reorienting patients to mitigate delirium risk, eliciting toileting needs to prevent falls, and engaging patients in social interaction to facilitate social engagement. Previous pilot studies of the Care Coach avatar have demonstrated the ECA's usability and efficacy in home-dwelling older adults. Further study among hospitalized older adults in a larger experimental trial is needed to demonstrate its effectiveness. Objective: The aim of the study was to examine the effect of a human-in-the-loop, protocol-driven relational ECA on loneliness, depression, delirium, and falls among diverse hospitalized older adults. Methods: This was a clinical trial of 95 adults over the age of 65 years, hospitalized at an inner-city community hospital. Intervention participants received an avatar for the duration of their hospital stay; participants on a control unit received a daily 15-min visit from a nursing student. Measures of loneliness (3-item University of California, Los Angeles Loneliness Scale), depression (15-item Geriatric Depression Scale), and delirium (confusion assessment method) were administered upon study enrollment and before discharge. Results: Participants who received the avatar during hospitalization had lower frequency of delirium at discharge (P<.001), reported fewer symptoms of loneliness (P=.01), and experienced fewer falls than control participants. There were no significant differences in self-reported depressive symptoms. Conclusions: The study findings validate the use of human-in-the-loop, relational ECAs among diverse hospitalized older adults.
机构:
Harvard Univ, Brigham & Womens Hosp, Sch Med, Div Aging, Boston, MA 02115 USA
Hebrew SeniorLife, Inst Aging Res, Aging Brain Ctr, Boston, MA USAHarvard Univ, Brigham & Womens Hosp, Sch Med, Div Aging, Boston, MA 02115 USA
Hshieh, Tammy T.
Yue, Jirong
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Univ, West China Hosp, Dept Geriatr, Chengdu 610064, Peoples R ChinaHarvard Univ, Brigham & Womens Hosp, Sch Med, Div Aging, Boston, MA 02115 USA
Yue, Jirong
Oh, Esther
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Sch Med, Div Geriatr Med & Gerontol, Baltimore, MD USAHarvard Univ, Brigham & Womens Hosp, Sch Med, Div Aging, Boston, MA 02115 USA
Oh, Esther
Puelle, Margaret
论文数: 0引用数: 0
h-index: 0
机构:
Hebrew SeniorLife, Inst Aging Res, Aging Brain Ctr, Boston, MA USAHarvard Univ, Brigham & Womens Hosp, Sch Med, Div Aging, Boston, MA 02115 USA
Puelle, Margaret
Dowal, Sarah
论文数: 0引用数: 0
h-index: 0
机构:
Hebrew SeniorLife, Inst Aging Res, Aging Brain Ctr, Boston, MA USAHarvard Univ, Brigham & Womens Hosp, Sch Med, Div Aging, Boston, MA 02115 USA
Dowal, Sarah
Travison, Thomas
论文数: 0引用数: 0
h-index: 0
机构:
Hebrew SeniorLife, Inst Aging Res, Aging Brain Ctr, Boston, MA USA
Harvard Univ, Beth Israel Deaconess Med Ctr, Sch Med, Dept Med, Boston, MA 02215 USAHarvard Univ, Brigham & Womens Hosp, Sch Med, Div Aging, Boston, MA 02115 USA
Travison, Thomas
Inouye, Sharon K.
论文数: 0引用数: 0
h-index: 0
机构:
Hebrew SeniorLife, Inst Aging Res, Aging Brain Ctr, Boston, MA USA
Harvard Univ, Beth Israel Deaconess Med Ctr, Sch Med, Dept Med, Boston, MA 02215 USAHarvard Univ, Brigham & Womens Hosp, Sch Med, Div Aging, Boston, MA 02115 USA
机构:
Harvard Univ, Beth Israel Deaconess Med Ctr, Sch Med, Dept Med, Boston, MA 02215 USA
Hebrew SeniorLife, Inst Aging Res, Aging Brain Ctr, Boston, MA 02131 USAHarvard Univ, Beth Israel Deaconess Med Ctr, Sch Med, Dept Med, Boston, MA 02215 USA
Inouye, Sharon K.
Westendorp, Rudi G. J.
论文数: 0引用数: 0
h-index: 0
机构:
Leiden Univ, Med Ctr, Leiden, Netherlands
Leyden Acad Vital & Ageing, Leiden, NetherlandsHarvard Univ, Beth Israel Deaconess Med Ctr, Sch Med, Dept Med, Boston, MA 02215 USA
Westendorp, Rudi G. J.
Saczynski, Jane S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Massachusetts, Sch Med, Div Geriatr Med, Worcester, MA USA
Univ Massachusetts, Sch Med, Meyers Primary Care Inst, Worcester, MA USAHarvard Univ, Beth Israel Deaconess Med Ctr, Sch Med, Dept Med, Boston, MA 02215 USA
机构:
Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Rush Univ, Dept Internal Med, Med Ctr, Chicago, IL 60612 USARush Alzheimers Dis Ctr, Chicago, IL 60612 USA
James, Bryan D.
Wilson, Robert S.
论文数: 0引用数: 0
h-index: 0
机构:
Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Rush Univ, Dept Neurol Sci, Med Ctr, Chicago, IL 60612 USA
Rush Univ, Dept Behav Sci, Med Ctr, Chicago, IL 60612 USARush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Wilson, Robert S.
Barnes, Lisa L.
论文数: 0引用数: 0
h-index: 0
机构:
Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Rush Univ, Dept Neurol Sci, Med Ctr, Chicago, IL 60612 USA
Rush Univ, Dept Behav Sci, Med Ctr, Chicago, IL 60612 USARush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Barnes, Lisa L.
Bennett, David A.
论文数: 0引用数: 0
h-index: 0
机构:
Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Rush Univ, Dept Neurol Sci, Med Ctr, Chicago, IL 60612 USARush Alzheimers Dis Ctr, Chicago, IL 60612 USA
机构:Univ Washington, Med Ctr, Div Gen Internal Med, Dept Med, Seattle, WA 98195 USA
Labelle, Angelena Maria
Merel, Susan Eva
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Med Ctr, Div Gen Internal Med, Dept Med, Seattle, WA 98195 USAUniv Washington, Med Ctr, Div Gen Internal Med, Dept Med, Seattle, WA 98195 USA
Merel, Susan Eva
Phelan, Elizabeth Anne
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Div Gerontol & Geriatr Med, Dept Med, Seattle, WA 98195 USA
Univ Washington, Dept Hlth Serv, Sch Publ Hlth, Seattle, WA 98195 USAUniv Washington, Med Ctr, Div Gen Internal Med, Dept Med, Seattle, WA 98195 USA
机构:
Penn State Univ, Dept Publ Hlth Sci, Hershey, PA 17033 USA
Penn State Univ, Coll Med, Dept Psychiat, Hershey, PA 17033 USAPenn State Univ, Dept Publ Hlth Sci, Hershey, PA 17033 USA
Leslie, Douglas L.
Inouye, Sharon K.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Beth Israel Deaconess Med Ctr, Dept Med, Sch Med, Boston, MA 02215 USA
Hebrew SeniorLife, Inst Aging Res, Aging Brain Ctr, Boston, MA USAPenn State Univ, Dept Publ Hlth Sci, Hershey, PA 17033 USA
机构:
Harvard Univ, Brigham & Womens Hosp, Sch Med, Div Aging, Boston, MA 02115 USA
Hebrew SeniorLife, Inst Aging Res, Aging Brain Ctr, Boston, MA USAHarvard Univ, Brigham & Womens Hosp, Sch Med, Div Aging, Boston, MA 02115 USA
Hshieh, Tammy T.
Yue, Jirong
论文数: 0引用数: 0
h-index: 0
机构:
Sichuan Univ, West China Hosp, Dept Geriatr, Chengdu 610064, Peoples R ChinaHarvard Univ, Brigham & Womens Hosp, Sch Med, Div Aging, Boston, MA 02115 USA
Yue, Jirong
Oh, Esther
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Sch Med, Div Geriatr Med & Gerontol, Baltimore, MD USAHarvard Univ, Brigham & Womens Hosp, Sch Med, Div Aging, Boston, MA 02115 USA
Oh, Esther
Puelle, Margaret
论文数: 0引用数: 0
h-index: 0
机构:
Hebrew SeniorLife, Inst Aging Res, Aging Brain Ctr, Boston, MA USAHarvard Univ, Brigham & Womens Hosp, Sch Med, Div Aging, Boston, MA 02115 USA
Puelle, Margaret
Dowal, Sarah
论文数: 0引用数: 0
h-index: 0
机构:
Hebrew SeniorLife, Inst Aging Res, Aging Brain Ctr, Boston, MA USAHarvard Univ, Brigham & Womens Hosp, Sch Med, Div Aging, Boston, MA 02115 USA
Dowal, Sarah
Travison, Thomas
论文数: 0引用数: 0
h-index: 0
机构:
Hebrew SeniorLife, Inst Aging Res, Aging Brain Ctr, Boston, MA USA
Harvard Univ, Beth Israel Deaconess Med Ctr, Sch Med, Dept Med, Boston, MA 02215 USAHarvard Univ, Brigham & Womens Hosp, Sch Med, Div Aging, Boston, MA 02115 USA
Travison, Thomas
Inouye, Sharon K.
论文数: 0引用数: 0
h-index: 0
机构:
Hebrew SeniorLife, Inst Aging Res, Aging Brain Ctr, Boston, MA USA
Harvard Univ, Beth Israel Deaconess Med Ctr, Sch Med, Dept Med, Boston, MA 02215 USAHarvard Univ, Brigham & Womens Hosp, Sch Med, Div Aging, Boston, MA 02115 USA
机构:
Harvard Univ, Beth Israel Deaconess Med Ctr, Sch Med, Dept Med, Boston, MA 02215 USA
Hebrew SeniorLife, Inst Aging Res, Aging Brain Ctr, Boston, MA 02131 USAHarvard Univ, Beth Israel Deaconess Med Ctr, Sch Med, Dept Med, Boston, MA 02215 USA
Inouye, Sharon K.
Westendorp, Rudi G. J.
论文数: 0引用数: 0
h-index: 0
机构:
Leiden Univ, Med Ctr, Leiden, Netherlands
Leyden Acad Vital & Ageing, Leiden, NetherlandsHarvard Univ, Beth Israel Deaconess Med Ctr, Sch Med, Dept Med, Boston, MA 02215 USA
Westendorp, Rudi G. J.
Saczynski, Jane S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Massachusetts, Sch Med, Div Geriatr Med, Worcester, MA USA
Univ Massachusetts, Sch Med, Meyers Primary Care Inst, Worcester, MA USAHarvard Univ, Beth Israel Deaconess Med Ctr, Sch Med, Dept Med, Boston, MA 02215 USA
机构:
Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Rush Univ, Dept Internal Med, Med Ctr, Chicago, IL 60612 USARush Alzheimers Dis Ctr, Chicago, IL 60612 USA
James, Bryan D.
Wilson, Robert S.
论文数: 0引用数: 0
h-index: 0
机构:
Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Rush Univ, Dept Neurol Sci, Med Ctr, Chicago, IL 60612 USA
Rush Univ, Dept Behav Sci, Med Ctr, Chicago, IL 60612 USARush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Wilson, Robert S.
Barnes, Lisa L.
论文数: 0引用数: 0
h-index: 0
机构:
Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Rush Univ, Dept Neurol Sci, Med Ctr, Chicago, IL 60612 USA
Rush Univ, Dept Behav Sci, Med Ctr, Chicago, IL 60612 USARush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Barnes, Lisa L.
Bennett, David A.
论文数: 0引用数: 0
h-index: 0
机构:
Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Rush Univ, Dept Neurol Sci, Med Ctr, Chicago, IL 60612 USARush Alzheimers Dis Ctr, Chicago, IL 60612 USA
机构:Univ Washington, Med Ctr, Div Gen Internal Med, Dept Med, Seattle, WA 98195 USA
Labelle, Angelena Maria
Merel, Susan Eva
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Med Ctr, Div Gen Internal Med, Dept Med, Seattle, WA 98195 USAUniv Washington, Med Ctr, Div Gen Internal Med, Dept Med, Seattle, WA 98195 USA
Merel, Susan Eva
Phelan, Elizabeth Anne
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Div Gerontol & Geriatr Med, Dept Med, Seattle, WA 98195 USA
Univ Washington, Dept Hlth Serv, Sch Publ Hlth, Seattle, WA 98195 USAUniv Washington, Med Ctr, Div Gen Internal Med, Dept Med, Seattle, WA 98195 USA
机构:
Penn State Univ, Dept Publ Hlth Sci, Hershey, PA 17033 USA
Penn State Univ, Coll Med, Dept Psychiat, Hershey, PA 17033 USAPenn State Univ, Dept Publ Hlth Sci, Hershey, PA 17033 USA
Leslie, Douglas L.
Inouye, Sharon K.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Beth Israel Deaconess Med Ctr, Dept Med, Sch Med, Boston, MA 02215 USA
Hebrew SeniorLife, Inst Aging Res, Aging Brain Ctr, Boston, MA USAPenn State Univ, Dept Publ Hlth Sci, Hershey, PA 17033 USA