Suppr超能文献

使用额外的 ICD-10 编码和 NSW 急诊室中的自由文本增强自伤表现报告。

Enhanced self-harm presentation reporting using additional ICD-10 codes and free text in NSW emergency departments.

机构信息

System Information and Analytics Branch, NSW Ministry of Health, St Leonards, Australia; Northern Clinical School, Faculty of Medicine and Health, University of Sydney, NSW, Australia;

System Information and Analytics Branch, NSW Ministry of Health, St Leonards, Australia.

出版信息

Public Health Res Pract. 2023 Sep 13;33(3):33012303. doi: 10.17061/phrp33012303.

Abstract

OBJECTIVES

Understanding and responding to emergency department (ED) presentations for suicide and self-harm is a major health system priority. Reporting using routinely collected ED diagnoses or presenting problem codes leads to significant underestimation of rates. We aimed to implement an enhanced method for reporting ED self-harm presentations in New South Wales (NSW), Australia.

METHODS

An enhanced method was developed based on a literature review and clinical consultation. For NSW ED data collection records from 2005-2020, presenting problem codes were mapped to International Classification of Diseases version 10 (ICD-10). Self-harm codes (ICD-10 X60-84, Y87.0) were combined with additional codes for poisoning with medications commonly used in overdose and automated keyword searching of presenting problem text. Enhanced ED diagnoses were validated against hospital diagnoses for presentations resulting in hospital admission.

RESULTS & DISCUSSION: Core ICD-10 self-harm codes identified 21 797 suicide and self-harm-related presentations per year to NSW EDs, of which 79% were for suicide-related ideation (R45.81). The enhanced method increased estimated annual presentations to 51 822 and increased sensitivity for suicide-related behaviours from 12.2% to 73.9%, while retaining high specificity (99.4%). Results matched known demographics of ED self-harm, and revised estimates were consistent with population rates reported by other jurisdictions. Service feedback and data sharing during the coronavirus disease 2019 (COVID-19) pandemic suggest that estimates from the enhanced method are plausible and sensitive to change.

CONCLUSIONS

In NSW ED data, standard presenting problem codes recorded by clinicians detect less than half of presentations for self-harm or suicidal ideas. An enhanced method using additional codes and free text searching is computationally simple and increases sensitivity for monitoring trends and service performance. The method will continue to be refined as new data items become available.

摘要

目的

了解和应对急诊科(ED)的自杀和自残就诊是一个主要的医疗系统重点。使用常规收集的 ED 诊断或就诊问题代码进行报告导致对率的严重低估。我们旨在澳大利亚新南威尔士州(NSW)实施一种改进的 ED 自残就诊报告方法。

方法

根据文献回顾和临床咨询制定了一种改进的方法。对于 2005 年至 2020 年的 NSW ED 数据采集记录,就诊问题代码被映射到国际疾病分类第 10 版(ICD-10)。将自残代码(ICD-10 X60-84、Y87.0)与用于药物过量的常用药物中毒的附加代码以及就诊问题文本的自动关键字搜索相结合。增强的 ED 诊断结果与导致住院的就诊入院诊断进行了验证。

结果和讨论

核心 ICD-10 自残代码每年确定 NSW ED 有 21797 例自杀和自残相关就诊,其中 79%为自杀相关意念(R45.81)。该方法使估计的年度就诊增加到 51822 例,并将自杀相关行为的敏感性从 12.2%提高到 73.9%,同时保持高特异性(99.4%)。结果与 ED 自残的已知人口统计学特征相匹配,修订后的估计值与其他司法管辖区报告的人口率一致。在 2019 年冠状病毒病(COVID-19)大流行期间的服务反馈和数据共享表明,增强方法的估计值是合理的,并且对变化敏感。

结论

在 NSW ED 数据中,临床医生记录的标准就诊问题代码仅能检测到不到一半的自残或自杀意念就诊。使用其他代码和自由文本搜索的增强方法计算简单,可提高监测趋势和服务绩效的敏感性。随着新数据项的出现,该方法将继续得到改进。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验