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为管理糖尿病提供社区干预的数学建模:系统性文献综述
Aalbrecht A Irawan1, Nursanti Anggriani2, Yudhie Andriyana3
1Doctoral Program in Mathematics, Faculty of Mathematics and Natural Science, Universitas Padjadjaran, Jatinangor, West Java, Indonesia.
Journal of multidisciplinary healthcare
|May 7, 2025
概括
数学模型增强了社区对2型糖尿病 (T2DM) 管理的干预措施. 整合这些模型可以优化策略,识别风险因素,并预测疾病进展,以获得更好的糖尿病护理.
科学领域:
- 公共卫生 公共卫生
- 医疗信息学 医疗信息学
- 流行病学 流行病学
背景情况:
- 糖尿病 (DM) 给全球健康和经济带来了巨大的负担.
- 有效的管理需要综合的临床和社区干预措施.
- 关于社区干预和T2DM数学模型的现有研究缺乏全面的综合.
研究的目的:
- 系统地审查并将数学建模纳入2型糖尿病 (T2DM) 管理的社区干预.
- 弥合T2DM干预和数学建模方法的独立研究之间的差距.
主要方法:
- 系统的文献审查遵循PRISMA指南.
- 在Scopus,ScienceDirect和PubMed数据库中进行的搜索.
- 包括2014-2024年的英语研究,重点是使用数学模型对T2DM干预措施.
主要成果:
- 七篇文章符合分析的纳入标准.
- 数学模型对于通过识别风险因素和预测疾病进展来优化干预至关重要.
- 调查结果强调需要文化和环境相关的战略.
结论:
- 数学模型是提高社区T2DM干预措施有效性的重要工具.
- 将模型与社区方法相结合,可以带来更多基于证据的策略,特别是在资源有限的环境中.
- 未来的研究应该专注于文化定制的,基于模型的干预措施.
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