可转移计算健康经济模型的原型软件框架及其在青少年心理健康中的早期应用
Matthew P Hamilton1,2, Caroline Gao3,4,5, Glen Wiesner6
1School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia. matthew.hamilton1@monash.edu.
PharmacoEconomics
|May 20, 2024
概括
一个新的软件框架增强了计算健康经济模型 (CHEM) 对于青少年心理健康政策的可转移性. 这种基于R的框架支持模块化模型开发和数据集成,提高了研究可访问性.
科学领域:
- 卫生经济学 卫生经济学
- 计算机建模 计算建模
- 软件工程 软件工程 软件工程
背景情况:
- 开发可转移的计算健康经济模型 (CHEM) 对青年心理健康政策至关重要.
- 现有的模型往往缺乏模块化和跨司法管辖区的适应性.
研究的目的:
- 开发一个软件框架,用于编写模块化CHEMs.
- 加强健康经济模型的可转移性,以促进青少年心理健康政策研究.
主要方法:
- 模块化建模框架的特定用户要求.
- 使用六个R代码库实现了框架.
- 开发和数据存档的综合在线服务.
- 开发了CHEM模块,用于青少年心理健康中的实用映射.
主要成果:
- 该框架包括模块创作,数据供应和可重复报告的工具.
- 为实用程序映射创建了CHEM模块的五个R库.
- 模块支持变量验证,数据集描述和预测.
- 模块在很大程度上满足了透明度和可重复使用性标准,有改进文档的余地.
结论:
- 开发的软件框架作为一个有价值的原型,用于创建可转移的CHEM.
- 未来的代应该专注于加强文档和单元测试.
- 该框架有可能简化青少年心理健康中的健康经济建模.
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