The Effectiveness of AIFIGA Program on Nursing Home Nursing Staff and Family and Residents'Health

Официальное название

The Effectiveness of Artificial Intelligence Family Involvement Generative Agent (AIFIGA) Program on Nursing Home Nursing Staff and Family and Residents'Health

Обзор

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.

Вмешательства

• Поведенческое AIFIGA program
  receives the Artificial Intelligence Family Involvement Generative Agent (AIFIGA) program and uses it for 3 months

Первичные конечные точки

• resident health-Geriatric Depression Scale (GDS) [Срок оценки: baseline, 1 month, 3 months and 6 months]
• resident health-Activity of daily living (ADL) [Срок оценки: baseline, 1 month, 3 months and 6 months]
• social support scale [Срок оценки: baseline]
• brief Center for Epidemiological Studies Depression Scale(CESD-10) [Срок оценки: baseline, 1 month, 3 months and 6 months]
• The General Health Questionnaire-12(GHQ-12) [Срок оценки: baseline, 1 month, 3 months and 6 months]
• Family Meaning of Nursing-Home Visits scale [Срок оценки: baseline, 1 month, 3 months and 6 months]

Критерии участия

Критерии включения

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.

Критерии исключения

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Критерии приведены из реестра в оригинале (на английском). Окончательную оценку соответствия проводит исследовательский центр.

Здоровые добровольцы: Да

Дизайн исследования

Распределение

Рандомизированное

Модель

Параллельные группы

Маскирование

Открытое

Основная цель

Фундаментальное исследование

Центры проведения

Тайвань · 1 центр

• Catholic Mercy Hospital Attached Nursing Home — Hsinchu

Идентификаторы

NCT: NCT06574438 · 202400678B0

Первоисточники (государственные реестры)

• ClinicalTrials.gov (NIH, США)

Открыть это исследование на ClinicalTrials.gov ↗