关于心理健康的微型模拟模型:对文献的批判性审查
Claire de Oliveira1, Maria Ana Matias2, Rowena Jacobs2
1Institute for Mental Health Policy Research, Centre for Addiction and Mental Health, Toronto, Ontario, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada.
概括
这次审查发现,对于心理健康研究来说,很少有高质量的微型模拟模型. 开发强大的心理健康微模拟模型对于医疗保健规划和服务提供至关重要.
科学领域:
- 医疗保健服务研究 医疗服务研究
- 计算建模 计算建模
- 公共卫生 公共卫生
背景情况:
- 微模拟模型为分析复杂的健康现象提供了强大的工具.
- 现有的研究已经探索了通用模型对心理健康的应用,但专用模型不太常见.
研究的目的:
- 系统地审查和批判性地评估用于心理健康研究的现有微型模拟模型.
- 识别心理健康当前建模方法中的差距和局限性.
主要方法:
- 在主要数据库 (MEDLINE,Embase,PsycINFO,EconLit) 中从2010年至2022年进行全面的文献搜索.
- 包括雪球和有针对性的网络搜索.
- 使用定制的检查清单进行数据提取和质量评估 (微显模拟模型的质量评估报告).
- 发现的叙述综合.发现的叙述综合.
主要成果:
- 从227个初次结果中,确定了19个相关研究.
- 模型各不相同,包括适应的经济人口统计模型和专门的心理健康模型.
- 大多数审查的模型质量中等,数据来源,样本代表性和验证都有局限性.
结论:
- 发现缺乏高质量的,针对心理健康的显微模拟模型.
- 这些模型对于为医疗保健提供和服务规划提供信息至关重要.
- 未来的研究应该优先考虑开发多功能,高质量的心理健康微型模拟模型.
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