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爱尔兰养老院景观的未来爱尔兰养老院的未来
Isabel Ronan1, Patrice Crowley2, Nicola Cornally2
1School of Computer Science and Information Technology, University College Cork, Cork, IRL.
Cureus
|April 15, 2025
概括
爱尔兰 爱尔兰 爱尔兰 爱尔兰 爱尔兰 爱尔兰
科学领域:
- 老年学与公共卫生
- 医疗保健信息学 医疗保健信息学
- 医疗保健服务研究 医疗服务研究
背景情况:
- 爱尔兰人口老龄化需要增加对老年人的照顾.
- 目前的养老院容量和资源配置需要进行战略评估.
- 医疗保健接入的地理差异影响服务提供.
研究的目的:
- 评估目前爱尔兰养老院的情况.
- 预测到2050年未来的养老院需求.
- 分析医疗保健服务的地理差异.
主要方法:
- 分析公开数据集的养老院死亡率和病床与人口比率.
- 机器学习用于人口增长预测.
- 开发一个用于资源分配规划的交互式绘图工具.
主要成果:
- 人口规模和养老院床位的可用性之间存在很强的相关性.
- 在养老院,住院和医院的分布中发现了显著的地理差异.
- 据估计,2021年,约有20.64%的养老院居民接受了专业的息治疗.
- 预计到2050年人口增加72.6%.
结论:
- 爱尔兰养老院部门的战略扩张至关重要.
- 建议加强对养老院内高质量的一般息护理的关注.
- 交互式映射工具帮助利益相关者进行数据驱动的规划.
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