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提高筛查人口健康效果的潜力:一项模拟研究。

The Potential for Improving the Population Health Effectiveness of Screening: A Simulation Study.

机构信息

School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario;

Children's Hospital of Eastern Ontario Research Institute, Ottawa, Ontario.

出版信息

Pediatrics. 2021 Jul;148(Suppl 1):s3-s10. doi: 10.1542/peds.2021-050693C.

Abstract

BACKGROUND AND OBJECTIVES

Screening interventions in pediatric primary care often have limited effects on patients' health. Using simulation, we examined what conditions must hold for screening to improve population health outcomes, using screening for depression in adolescence as an example.

METHODS

Through simulation, we varied parameters describing the working recognition and treatment of depression in primary care. The outcome measure was the effect of universal screening on adolescent population mental health, expressed as a percentage of the maximum possible effect. Through simulations, we randomly selected parameter values from the ranges of possible values identified from studies of care delivery in real-world pediatric settings.

RESULTS

We examined the comparative effectiveness of universal screening over assessment as usual in 10 000 simulations. Screening achieved a median of 4.2% of the possible improvement in population mental health (average: 4.8%). Screening had more impact on population health with a higher sensitivity of the screen, lower false-positive rate, higher percentage screened, and higher probability of treatment, given the recognition of depression. However, even at the best levels of each of these parameters, screening usually achieved <10% of the possible effect.

CONCLUSIONS

The many points at which the mental health care delivery process breaks down limit the population health effects of universal screening in primary care. Screening should be evaluated in the context of a realistic model of health care system functioning. We need to identify health care system structures and processes that strengthen the population effectiveness of screening or consider alternate solutions outside of primary care.

摘要

背景和目的

儿科初级保健中的筛查干预措施通常对患者的健康效果有限。我们通过模拟研究,以青少年抑郁症筛查为例,探讨了哪些条件必须成立才能提高人群健康结果的筛查效果。

方法

通过模拟,我们改变了描述初级保健中抑郁的工作识别和治疗的参数。结果衡量标准是普遍筛查对青少年人群心理健康的影响,用最大可能效果的百分比表示。通过模拟,我们从现实儿科环境中护理提供研究确定的可能值范围内随机选择参数值。

结果

我们在 10000 次模拟中检查了普遍筛查相对于常规评估的比较效果。筛查实现了人群心理健康改善的中位数为 4.2%(平均:4.8%)。如果提高了检测的敏感性、降低了假阳性率、增加了筛查的比例以及在识别出抑郁症后增加了治疗的可能性,那么筛查对人群健康的影响更大。然而,即使在这些参数的最佳水平下,筛查通常也只能实现可能效果的<10%。

结论

心理健康护理提供过程中的许多环节的失败限制了初级保健中普遍筛查的人群健康效果。应根据现实的医疗保健系统功能模型评估筛查。我们需要确定增强筛查的人群效果的医疗保健系统结构和流程,或者考虑在初级保健之外的替代解决方案。

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