Suppr超能文献

在不涉及姓名的情况下关联医院与警方道路交通事故伤亡记录的可行性。

The feasibility of linking hospital and police road crash casualty records without names.

作者信息

Rosman D L

机构信息

Department of Public Health, University of Western Australia, Nedlands, Australia.

出版信息

Accid Anal Prev. 1996 Mar;28(2):271-4. doi: 10.1016/0001-4575(95)00058-5.

Abstract

Government and other agencies routinely collect complementary information on road crash casualties and there may be opportunities to widen the scope of data available for research and policy evaluation if mechanisms can be established to combine these data sources. Where unit record data are available, direct links within and between individual records can often be achieved using record linkage techniques. Without the benefit of unique identifiers, sufficient other identifying information such as the full name, date of birth and sex of the casualty, their role in the crash and the date of the crash are required to enable correct links between individual records to be made. However, all these data items may not be available and it is therefore important to investigate the effect this may have on the quality and quantity of links between records. The research reported here used the hospital admission and police records from the Western Australian Road Injury Database, which had previously been linked using all the identifying characteristics mentioned above, special purpose software and comprehensive manual checking. This set of linked records were considered to be a "gold standard" which could be used to measure the quantity and quality of links produced using fewer identifying characteristics. Results from this process showed that about 90% of the original links could be identified when a phonetic code of the family name of the casualty was used with age, sex, road user type and crash date. However, only about 50% of the original links were found if linking was performed without using names or phonetic name codes.

摘要

政府和其他机构经常收集关于道路交通事故伤亡情况的补充信息,如果能够建立机制来整合这些数据源,就有可能扩大可用于研究和政策评估的数据范围。在有单位记录数据的情况下,通常可以使用记录链接技术在单个记录内部和之间建立直接链接。如果没有唯一标识符,就需要足够的其他识别信息,如伤亡人员的全名、出生日期和性别、他们在事故中的角色以及事故日期,以便在单个记录之间建立正确的链接。然而,所有这些数据项可能并不都可用,因此研究这可能对记录之间链接的质量和数量产生的影响很重要。这里报告的研究使用了西澳大利亚道路伤害数据库中的医院入院记录和警方记录,这些记录此前已通过上述所有识别特征、专用软件和全面的人工检查进行了链接。这组链接记录被视为“黄金标准”,可用于衡量使用较少识别特征生成的链接的数量和质量。这一过程的结果表明,当使用伤亡人员姓氏的语音代码以及年龄、性别、道路使用者类型和事故日期时,大约90%的原始链接能够被识别。然而,如果在不使用姓名或语音姓名代码的情况下进行链接,只能找到大约50%的原始链接。

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