了解以性别为特征的日常护理偏好以人为中心的护理:一个主题建模研究
Kyungmi Woo1, Se Hee Min2, Aeri Kim3
1College of Nursing, Seoul National University, Seoul, South Korea.
Studies in health technology and informatics
|August 8, 2025
概括
了解成年人不同的日常护理偏好 (DCP) 是至关重要的. 这项研究发现DCP中存在显著的性别差异,强调个性化,性别特定的护理,以提高生活质量.
科学领域:
- 老年学和社会科学 陈年学和社会科学
- 医疗保健研究 医疗保健研究
背景情况:
- 成年人有不同的日常护理偏好 (DCP),这显著影响他们的福祉.
- 了解这些偏好对于提供有效和个性化的护理至关重要.
研究的目的:
- 从非结构化的文本叙事中识别和分析成年人日常护理偏好中的主题.
- 发现这些日常护理偏好的性别特异性变化.
主要方法:
- 分析了4,350个非结构化文本叙述,使用隐性迪里克莱特分配 (LDA) 主题建模.
- 在日常护理偏好中识别和分类反复出现的主题.
主要成果:
- 确定了日常护理偏好的六个主要主题,包括"娱乐"",音乐"和"个人兴趣和记忆".
- 在日常护理偏好方面观察到显著的性别差异,特别是关于家庭关系和娱乐选择.
结论:
- 每日护理偏好显示出性别特异性的显著差异.
- 将个人和性别特定的日常护理偏好纳入以人为中心的护理模式至关重要.
- 个性化护理方法可以提高成人护理质量,满意度和整体生活质量.
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