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利用捕获-再捕获方法估计香港医院治疗的自伤发生率。

Estimating Incidence Rate of Hospital-Treated Self-Harm in Hong Kong Using Capture-Recapture Approach.

机构信息

1 HKJC Centre for Suicide Research and Prevention, the University of Hong Kong, PRC.

2 Department of Social Work and Social Administration, the University of Hong Kong, PRC.

出版信息

Crisis. 2018 May;39(3):205-217. doi: 10.1027/0227-5910/a000494. Epub 2017 Dec 8.

Abstract

BACKGROUND

A surveillance system for self-harm has not been established in Hong Kong. The existing data source has an unknown degree of underreporting, and therefore a capture-recapture method has been proposed to correct for the incompleteness.

AIMS

To assess the underestimation of the incidence of self-harm cases presenting to hospital in Hong Kong using a capture and recapture method.

METHOD

Two different yet overlapping hospital administrative datasets of self-harm were obtained from all public hospitals in Hong Kong. From 2002 to 2011, 59,473 distinct episodes involving 36,411 patients were identified. A capture-recapture model considering heterogeneous capture probabilities was applied to estimate the number of self-harm episodes.

RESULTS

The estimated number of self-harm incidence was 79,923, equally shared by females and males. Cases of self-harm by females were more likely to be ascertained than those by males. The estimated annual incidence rate of self-harm in Hong Kong from 2002 to 2011 ranged from 96.4 in 2010 to 132.7 in 2002.

LIMITATIONS

The proposed method does not include patients who required no medical attention and those where the patient consulted private doctors.

CONCLUSION

The capture-recapture model is a useful method for adjusting the underestimation of self-harm cases from existing databases when surveillance system is not available and to reveal some hidden patterns.

摘要

背景

香港尚未建立自杀监测系统。现有的数据源存在未知程度的漏报,因此提出了捕获-再捕获方法来纠正不完整性。

目的

利用捕获-再捕获方法评估香港医院就诊的自杀病例漏报程度。

方法

从香港所有公立医院获取了两个不同但重叠的自杀医院管理数据集。2002 年至 2011 年期间,共确定了 59473 例涉及 36411 名患者的独特自杀事件。应用考虑异质捕获概率的捕获-再捕获模型来估计自杀事件的数量。

结果

估计的自杀发生率为 79923 例,男女各占一半。女性自杀病例比男性更有可能被确定。2002 年至 2011 年期间,香港的自杀年发生率范围从 2010 年的 96.4 例/10 万人到 2002 年的 132.7 例/10 万人不等。

局限性

所提出的方法不包括未接受医疗关注的患者和那些咨询私人医生的患者。

结论

当没有监测系统时,捕获-再捕获模型是一种有用的方法,可以调整现有数据库中自杀病例的低估,并揭示一些隐藏的模式。

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