The Effectiveness of Artificial Intelligence Family Involvement Generative Agent (AIFIGA) Program on Nursing Home Nursing Staff and Family and Residents'Health
试验速览
- 阶段
- 不适用
- 状态
- 招募中
- 发起方
- 入组人数
- 210
- 试验地点
- 1
- 主要终点
- brief Center for Epidemiological Studies Depression Scale(CESD-10)
研究概览
简要总结
This study aims to develop and evaluate the longitudinal effectiveness of the Artificial Intelligence Family Involvement Generative Agent (AIFIGA) program in enhancing the health of nursing staff, family, and residents' health through the use of a sequential, mixed methods research design. The development of a real-time, interactive, and informative AIFIGA program that sparks innovation is necessary to achieve effective communication between families and nursing staff.
In Phase I, lasting 18 months, we will develop the AIFIGA program based on triangulate research design, observation and in-depth interview understanding the daily communication experiences and expectations from both families and nursing staff perception in Nursing Homes(NHs) after COVID-19, as well as our previous years' research results. The training data for AIFIGA will be derived from the collection of communication dialogues in these qualitative data. Furthermore, the intelligence of AIFIGA will be developed using publicly available large language models (LLMs).
In Phase II, spanning the next 18 months, we will evaluate the longitudinal effects of the AIFIGA program on the health of residents, families, and nursing staff, tracking changes over time (baseline, 1 month, 3 months, and 6 months). There will be two groups of participants: (a) an AIFIGA group that receives the AIFIGA program and uses it for 3 months, and (b) a control group that receives only routine care.
研究设计
- 研究类型
- Interventional
- 分配方式
- Randomized
- 干预模型
- Parallel
- 主要目的
- Basic Science
- 盲法
- None
入排标准
- 年龄范围
- 20 Years 至 —（Adult, Older Adult）
- 性别
- All
- 接受健康志愿者
- 是
入选标准
- •All resident-caregiver pairs meeting the inclusion criteria will be invited to join the study.
- •residents aged ≥ 60 years, resident's family were aged equal or higher than 20 years.
- •both residents and family can communicate in Mandarin or Taiwanese
- •residents have a Mini-Mental State Examination (MMSE) score equal to or higher than 16 for residents with no formal education or higher than 24 for residents with at least a primary school education
- •both residents and family agree to participate
- •the family is a significant member of the resident, such as a caregiver.
- •For nurses and nursing aides:
- •working in the selected nursing home who agree to participate in our program.
- •aged equal or higher than 20 years.
排除标准
- 未提供
研究组 & 干预措施
AIFIGA group
receives the AIFIGA program and uses it for 3 months
干预措施: AIFIGA program (Behavioral)
control group
receives only routine care
结局指标
主要结局
brief Center for Epidemiological Studies Depression Scale(CESD-10)
时间窗: baseline, 1 month, 3 months and 6 months
assessment for family' depressive status.(scored from 0 through to 30. Any score equal to or above 10 is considered depressed)
Family Meaning of Nursing-Home Visits scale
时间窗: baseline, 1 month, 3 months and 6 months
measurement of family visiting involvement meaning
social support scale
时间窗: baseline
Evaluated quantities of social support (four-point Likert scale, where higher scores indicate a greater amount of each type of social resource) \& satisfaction with social support (five-point Likert scale, where higher scores indicate greater satisfaction with social support)
resident health-Geriatric Depression Scale (GDS)
时间窗: baseline, 1 month, 3 months and 6 months
scale for depression( scored from 0 through to 15.Scores of 0-4 are considered normal; 5-8 indicate mild depression; 9-11 indicate moderate depression; and 12-15 indicate severe depression.)
resident health-Activity of daily living (ADL)
时间窗: baseline, 1 month, 3 months and 6 months
assess individual's ability to perform basic self-care tasks (scored from 0 through to 100. higher scores mean more independence)
The General Health Questionnaire-12(GHQ-12)
时间窗: baseline, 1 month, 3 months and 6 months
assessing the mental health status of respondents. ( total score ranges from 0 to 36, Higher scores mean better mental health status outcome)
次要结局
未报告次要终点